Publications

On this page, all publications can be viewed that have been published in the Competence Center for Big Data (ScaDS) since 2014 and in the ScaDS.AI Dresden/Leipzig from 2019 onwards.

  • Ziad Sehili, Florens Rohde, Martin Franke, Erhard Rahm

    Multi-Party Privacy Preserving Record Linkage in Dynamic Metric Space..
    Proc. 19th BTW Conf., | 2021 .

  • Alieh Saeedi, Lucie David, Erhard Rahm

    Matching Entities from Multiple Sources with Hierarchical Agglomerative Clustering.
    Proc. 13th Int. Conf. on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), | 2021 .

  • Christopher Rost, Kevin Gomez, Matthias Täschner, Philip Fritzsche, Lucas Schons, Lukas Christ, Timo Adameit, Martin Junghanns, Erhard Rahm

    Distributed temporal graph analytics with GRADOOP.
    VLDB Journal| 2021 .

  • Daniel Obraczka, Erhard Rahm

    An Evaluation of Hubness Reduction Methods for Entity Alignment with Knowledge Graph Embeddings.
    Proc. 13th Int. Conf. on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), | 2021 .

  • Sara Ciucci, Claudio Duran, Alessandra Palladini, Francesco Paroni Sterbini, Luca Masucci, Giovanni Cammarota, Gianluca Ianiro, Brunella Posteraro, Maurizio Sanguinetti, Giovanni Gasbarrini, Antonio Gasbarrini, Bryony N. Parsons, Umer Z. Ijaz, D. Mark Pritchard, and Carlo Vittorio Cannistraci.

    Machine learning pattern recognition and differential network analysis of gastric microbiome in the presence of proton pump inhibitor treatment or Helicobacter pylori infection..
    Nature Communications| 2021 .

  • Ali Al-Fatlawi, Negin Malekian, Sebastian Garcia, Andreas Henschel, Ilwook Kim, Andreas Dahl, Beatrix Jahnke, Peter Bailey, Sarah Bolz, Anna Poetsch, Sandra Mahler, Robert Grützmann, Christian Pilarsky, and Michael Schroeder.

    Deep learning improves pancreatic cancer diagnosis using RNA-based variants..
    Cancers| 2021 .

  • Mahmood Nazari, Andreas Kluge, Ivayla Apostolova, Susanne Klutmann, Sharok Kimiaei, Michael Schroeder, and Ralph Buchert.

    Explainable AI to improve acceptance of convolutional neuronal networks for automatic classification of dopamine transporter SPECT in the diagnosis of clinically uncertain parkinsonian syndromes..
    European Journal of Nuclear Medicine and Molecular Imaging| 2021 .

  • S. Muiños-Landin, A. Fischer, V. Holubec, F. Cichos

    Reinforcement Learning with Artificial Microswimmers.
    Sci. Robot. 6, eabd9285| 2021 Link.

  • Franz Baader and Jakub Rydval

    An Algebraic View on p-Admissible Concrete Domains for Lightweight Description Logics.
    In Wolfgang Faber, Gerhard Friedrich, Martin Gebser, and Michael Morak, editors, Proceedings of the 17th European Conference on Logics in Artificial Intelligence (JELIA 2021)| 12678, 2021, 194-209 .

  • Franz Baader, Francesco Kriegel, Adrian Nuradiansyah, and Rafael Peñaloza

    Safety of Quantified ABoxes w.r.t. Singleton EL Policies.
    In Proceedings of the 36th Annual ACM Symposium on Applied Computing (SAC '21)| 2021, 863-872 .

  • Franz Baader, Patrick Koopmann, Francesco Kriegel, and Adrian Nuradiansya

    Computing Optimal Repairs of Quantified ABoxes w.r.t. Static EL TBoxes..
    In André Platzer and Geoff Sutcliffe, editors, Proceedings of the 28th International Conference on Automated Deduction (CADE-28)| 12699, 2021, 309-326 .

  • Christian Alrabbaa, Franz Baader, Stefan Borgwardt, Patrick Koopmann, and Alisa Kovtunova

    Finding Good Proofs for Description Logic Entailments Using Recursive Quality Measures.
    In André Platzer and Geoff Sutcliffe, editors, Proceedings of the 28th International Conference on Automated Deduction (CADE-28)| 12699, 2021, 291-308 .

  • Martin Keller-Ressel & S. Nargang

    The hyperbolic geometry of financial networks.
    Scientific Reports| 11, 4732, 2021 .

  • Birte Platow

    Zur Zukunft digitalisierter Bildung aus evangelischer Sicht.
    ET Studies. Journal of European Societies for Catholic Theology| 2, 2021, 08 .

  • Birte Platow

    Digitalisierung/Big Data/Künstliche Intelligenz.
    Ethische Kernthemen (Theologie für Lehrerinnen und Lehrer)| 2, 2021 .

  • Birte Platow

    Selbstwahrnehmung und Ich-Konstruktion im Angesicht von Künstlicher Intelligenz.
    Digitalisierung – Theologische und ethische Analysen| 2021 .

  • Camille Bourgaux, David Carral, Markus Krötzsch, Sebastian Rudolph, Michael Thomazo

    Capturing Homomorphism-Closed Decidable Queries with Existential Rules.
    Proc. 18th International Conference on Principles of Knowledge Representation and Reasoning (KR'21)| 2021 .

  • Efthymia Tsamoura, David Carral, Enrico Malizia, Jacopo Urbani

    Materializing Knowledge Bases via Trigger Graphs.
    Proceedings of the VLDB Endowment| 14, 6, 2021, 943--956 Link.

  • Max Weber, Sven Apel, and Norbert Siegmund

    White-Box Performance-Influence Models: A Profiling and Learning Approach.
    Proceedings of the International Conference on Software Engineering (ICSE)| 2021, 05, 1059--1071 Link.

  • Lucas Woltmann, Dominik Olwig, Claudio Hartmann, Dirk Habich, Wolfgang Lehner

    PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation.
    47th International Conference on Very Large Data Bases (VLDB)| 2021 .

  • Pelin Aspar, Pascal Kerschke, Vera Steinhoff, Heike Trautmann, Christian Grimme

    Multi^3: Optimizing Multimodal Single-Objective Continuous Problems in the Multi-objective Space by Means of Multiobjectivization.
    Proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization (EMO)| 2021, 311--322 https://doi.org/10.1007/978-3-030-72062-9_25 .

  • Lennart Schäpermeier, Christian Grimme, Pascal Kerschke

    To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes.
    Proceedings of the 11th International Conference on Evolutionary Multi-Criterion Optimization (EMO)| 2021, 632--644 https://doi.org/10.1007/978-3-030-72062-9_50 .

  • Jonathan Heins, Jakob Bossek, Janina Pohl, Moritz Seiler, Heike Trautmann, Pascal Kerschke

    On the Potential of Normalized TSP Features for Automated Algorithm Selection.
    Proceedings of the 16th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XVI), ACM | 2021 .

  • A. Gupta, P. Incardona, A. D. Aydin, S. Gumhold, U. Günther, and I. F. Sbalzarini

    An Architecture for Interactive In Situ Visualization and its Transparent Implementation in OpenFPM.
    Workshop on In Situ Infrastructures for Enabling Extreme-scale Analysis and Visualization (ISAV), SC20| 2021, 20-26 .

  • P. Incardona, T. Bianucci, and I. F. Sbalzarini

    Distributed sparse block grids on GPUs.
    International Conference on High Performance Computing (ISC)| 12728, 2021, 272--290 .

  • S. Maddu, D. Sturm, B. L. Cheeseman, C. L. Müller, and I. F. Sbalzarini

    Learning computable models from data.
    Proc. 14th World Congress on Computational Mechanics (WCCM)| 2021, 1--6 10.23967/wccm-eccomas.2020.190 .

  • S. Maddu, B. L. Cheeseman, C. L. Müller, and I. F. Sbalzarini

    Learning physically consistent differential equation models from data using group sparsity.
    Phys. Rev. E| 103, 2021 .

  • Emanuel Kieronski, Sebastian Rudolph

    Finite Model Theory of the Triguarded Fragment and Related Logics.
    36th Annual {ACM/IEEE} Symposium on Logic in Computer Science| 2021, 1--13 10.1109/LICS52264.2021.9470734 Link.

  • Manuel Bodirsky, Thomas Feller, Simon Knäuer, Sebastian Rudolph

    On Logics and Homomorphism Closure.
    36th Annual {ACM/IEEE} Symposium on Logic in Computer Science| 2021, 1--13 10.1109/LICS52264.2021.9470511 .

  • Jana Klimpke, Sebastian Rudolph

    Visualization of Statistical Information in Concept Lattice Diagrams.
    Formal Concept Analysis - 16th International Conference (ICFCA)| 2021, 208--223 10.1007/978-3-030-77867-5\_13 Link.

  • Manuel Bodirsky, Simon Knäuer, Sebastian Rudolph

    Datalog-Expressibility for Monadic and Guarded Second-Order Logic.
    48th International Colloquium on Automata, Languages, and Programming, {ICALP} 2021, July 12-16, 2021, Glasgow, Scotland (Virtual Conference)| 198, 2021, 120:1--120:17 10.4230/LIPIcs.ICALP.2021.120 .

  • Sarah Alice Gaggl, Sebastian Rudolph, Hannes Straß

    On the Decomposition of Abstract Dialectical Frameworks and the Complexity of Naive-based Semantics.
    J. Artif. Intell. Res.| 70, 2021, 1--64 https://doi.org/10.1613/jair.1.11348 .

  • Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph

    Neural machine translating from natural language to SPARQL.
    Future Gener. Comput. Syst.| 117, 2021, 510--519 10.1016/j.future.2020.12.013 Link.

  • Shahbaz Syed, Khalid Al-Khatib, Milad Alshomary, Henning Wachsmuth, Martin Potthast

    Generating Informative Conclusions for Argumentative Texts.
    The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)| 2021, 08 Link.

  • Tobias Pietzsch, Lorenzo Duso, Christoph Zechner

    Compartor: A toolbox for the automatic generation of moment equations for dynamic compartment populations.
    Bioinformatics, Art. No. btab058| 2021 .

  • Moritz Wilke, Erhard Rahm

    Towards Multi-modal Entity Resolution for Product Matching.
    GI-Workshop on Foundations of Databases / Grundlagen von Datenbanken (GVDB 21)| 2021, 05 Link.

  • Ringo Baumann, Markus Ulbricht

    On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract Argumentation.
    Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)| 2021, 08 .

  • Daniel Obraczka, Jonathan Schuchart, Erhard Rahm

    EAGER: Embedding-Assisted Entity Resolution for Knowledge Graphs.
    Second International Workshop on Knowledge Graph Construction| 2021, 06 .

  • Ying-Chi Lin, Phillip Hoffmann, Erhard Rahm

    Enhancing Cross-lingual Semantic Annotations Using Deep Network Sentence Embeddings.
    Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021); HEALTHINF (Best Paper Award)| 5, 2021, 02, 188-199 .

  • Stephan Lerm, Alieh Saeedi, Erhard Rahm

    Extended Affinity Propagation Clustering for Multi-source Entity Resolution.
    BTW| 2021, 03 .

  • Philippe Krajsic, Bogdan Franczyk

    Variational Autoencoder for Anomaly Detection in Event Data in Online Process Mining.
    Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS| 2021, 04, 567-574 10.5220/0010375905670574 .

  • Christopher Rost, Kevin Gomez, Philip Fritzsche, Andreas Thor & Erhard Rahm

    Exploration and Analysis of Temporal Property Graphs.
    24th International Conference on Extending Database Technology (EDBT)| 2021, 03 .

  • Kevin Gomez, Matthias Täschner, Ali M. Rostami, Christopher Rost, Erhard Rahm

    Graph Sampling with Distributed In-Memory Dataflow Systems.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2021, 03 .

  • Daniel Ayala, Irma Hernández, David Ruiz, Erhard Rahm

    Towards the smart use of embedding and instance features for property matching.
    Proc. Int. Conf. on Data Engineering (ICDE)| 2021, 04 .

  • Martin Franke, Ziad Sehili, Florens Rohde, Erhard Rahm

    Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage.
    24th International Conference on Extending Database Technology (EDBT)| 2021, 03 .

  • Wolfgang Dvorak, Markus Ulbricht, Stefan Woltran

    Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility.
    Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021)| 2021 .

  • Dmitrij Schlesinger, Alexander Shekhovtsov, Boris Flach

    VAE Approximation Error: ELBO and Conditional Independence.
    CoRR| abs/2102.09310, 2021 Link.

  • Florens Rohde, Martin Franke, Ziad Sehili, Martin Lablans & Erhard Rahm

    Optimization of the Mainzelliste software for fast privacy-preserving record linkage.
    J Transl Med | 19, 33, 2021 10.1186/s12967-020-02678-1 .

  • Veronika Scholz, Peter Winkler, Andreas Hornig, Maik Gude & Angelos Filippatos

    Structural Damage Identification of Composite Rotors Based on Fully Connected Neural Networks and Convolutional Neural Networks.
    Sensors| 21, 6, 2021 Link.

  • Lina Muhandes, Maria Chapsa, Martin Pippel et al.

    Low threshold for cutaneous allergen sensitization but no spontaneous dermatitis or atopy in filaggrin-deficient mice.
    Journal of Investigative Dermatology| 2021 10.1016/j.jid.2021.02.763 Link.

  • Arang Rhie, Shane A. McCarthy, Olivier Fedrigo, Olivier [...] Martin Pippel [...] et al.

    Towards complete and error-free genome assemblies of all vertebrate species.
    Nature| 592, 2021, 737–746 10.1038/s41586-021-03451-0 .

  • Chentao Yang, Yang Zhou, Stephanie Marcus [...] Martin Pippel [...] et al.

    Evolutionary and biomedical insights from a marmoset diploid genome assembly.
    Nature| 2021, 04 10.1038/s41586-021-03535-x .

  • Markus Ulbricht, Johannes P. Wallner

    Strong Explanations in Abstract Argumentation.
    Proceedings of the 35th AAAI Conference on Artificial Intelligence| 35, 7, 2021, April, 6496-6504 Link.

  • Ihsan Gadi, Sameen Fatima, Ahmed Elwakiel, Sumra Nazir et al.

    Different DOACs Control Inflammation in Cardiac Ischemia-Reperfusion Differently.
    Circulation Research 2021| 128, 2020, 513-529 Link.

  • Yuri Kheifetz, Markus Scholz

    Individual prediction of thrombocytopenia at next chemotherapy cycle: Evaluation of dynamic model performances.
    British Journal of Clinical Pharmacology| 87, 8, 2020, 3127-3138 Link.

  • Sebastian Rosch, Karl-Philipp Rommel, Markus Scholz, Holger Thiele, Philipp Lurz

    Transcriptomic Research in Heart Failure with Preserved Ejection Fraction: Current State and Future Perspectives.
    Cardiac Failure Review | 6, e24, 2020 10.15420/cfr.2019.19 .

  • Sibylle Schirm,Peter Ahnert,Sarah Berger, Geraldine Nouailles, Sandra-Maria Wienhold, Holger Müller-Redetzky, Norbert Suttorp, Markus Loeffler, Martin Witzenrath, Markus Scholz

    A biomathematical model of immune response and barrier function in mice with pneumococcal lung infection.
    PLoS One| 2020 Link.

  • Carl Beuchel, Holger Kirsten, Uta Ceglarek, Markus Scholz

    Metabolite-Investigator: an integrated user-friendly workflow for metabolomics multi-study analysis.
    Bioinformatics, 2021| 37, 15, 2020, 2218-2220 Link.

  • Mathias Gorski, Bettina Jung, Yong Li, Pamela R. Matias-Garcia, Matthias Wuttke et al.

    Meta-analysis uncovers genome-wide significant variants for rapid kidney function decline.
    Kidney International| 99, 4, 2020, 926-939 Link.

  • Tom Kaune, Claudia Ruffert, Nico Hesselbarth, Marko Damm, Sebastian Krug et al.

    Analysis of GPRC6A variants in different pancreatitis etiologies.
    Pancreatology| 20, 7, 2020, 1262-1267 Link.

  • Edith Hofer, Gennady V. Roshchupkin, Sudha Seshadri

    Genetic correlations and genome-wide associations of cortical structure in general population samples of 22,824 adults.
    Nature Communications | 11, 4796, 2020 Link.

  • Frauke Beyer, Rui Zhang, Markus Scholz, Kerstin Wirkner, Markus Loeffler, Michael Stumvoll, Arno Villringer, Veronica Witte

    Higher BMI, but not obesity-related genetic polymorphisms, correlates with lower structural connectivity of the reward network in a population-based study.
    International Journal of Obesity | 45, 2020 10.1038/s41366-020-00702-4 .

  • Suzanne Vogelezang, Jonathan P. Bradfield, Tarunveer S. Ahluwalia, John A. Curtin, Timo A. Lakka, Niels Grarup et al.

    Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits.
    PLoS One Genetics| 16, 10, 2020 Link.

  • Maciej Rosolowski, Volker Oberle, Peter Ahnert, Petra Creutz, Martin Witzenrath, Michael Kiehntopf, Markus Loeffler, Norbert Suttorp, Markus Scholz

    Dynamics of cytokines, immune cell counts and disease severity in patients with community-acquired pneumonia – Unravelling potential causal relationships.
    Cytokine| 136, 155263, 2020 10.1016/j.cyto.2020.155263 .

  • Thomas W. Winkler, Felix Grassmann, Caroline Brandl, Christina Kiel, Felix Günther, Tobias Strunz, Lorraine Weidner, Martina E. Zimmermann et al.

    Genome-wide association meta-analysis for early age-related macular degeneration highlights novel loci and insights for advanced disease.
    BMC Medical Genomics| 13, 120, 2020 10.1186/s12920-020-00760-7 .

  • Michael Rode, Andrej Teren, Kerstin Wirkner, Katrin Horn, Holger Kirsten, Markus Loeffler, Markus Scholz, Janne Pott

    Genome-wide association analysis of pulse wave velocity traits provide new insights into the causal relationship between arterial stiffness and blood pressure.
    PLoS One| 15, 8, 2020 Link.

  • Andrej Teren, Anika Vogel, Frank Beutner, Stephan Gielen, Ralph Burkhardt, Markus Scholz, Joachim Thiery, Uta Ceglarek

    Relationship between fermented dairy consumption, circulating short-chain acylcarnitines and angiographic severity of coronary artery disease.
    Nutrition, Metabolism and Cardiovascular Diseases| 30, 10, 2020, September, 1662-1672 Link.

  • Nicola J. Armstrong, Karen A. Mather, Muralidharan Sargurupremraj et al.

    Common Genetic Variation Indicates Separate Causes for Periventricular and Deep White Matter Hyperintensities.
    Stroke| 51, 7, 2020, July, 2111-2121 Link.

  • Janne Pott, Frank Beutner, Katrin Horn, Holger Kirsten et al.

    Genome-wide analysis of carotid plaque burden suggests a role of IL5 in men.
    PLoS One| 15, 5, 2020, May Link.

  • Sibylle Schirm, Markus Scholz

    A biomathematical model of human erythropoiesis and iron metabolism.
    Scientific Reports| 10, 8602, 2020 .

  • Jean Shin, Shaojie Ma, Edith Hofer et al.

    Global and regional development of the human cerebral cortex: Molecular architecture and occupational aptitudes.
    Cerebral Cortex| 30, 7, 2020, July, 4121-4139 Link.

  • Jens Przybilla, Peter Ahnert, Holger Bogatsch, Frank Bloos

    Markov State Modelling of Disease Courses and Mortality Risks of Patients with Community-Acquired Pneumonia.
    J. Clin. Med.| 9, 2, 2020, 393 Link.

  • Katja Hoffmann, Katja Cazemier, Christoph Baldow et al.

    Integration of mathematical model predictions into routine workflows to support clinical decision making in haematology.
    BMC Medical Informatics and Decision Making| 20, 28, 2020, February 10.1186/s12911-020-1039-x .

  • Thomas Jacobi, Lucas Massier, Nora Klöting et al.

    HLA Class II Allele Analyses Implicate Common Genetic Components in Type 1 and Non–Insulin-Treated Type 2 Diabetes.
    The Journal of Clinical Endocrinology & Metabolism| 105, 3, 2020, March, e245-e254 Link.

  • Beatriz Guillen-Guio, Jose M. Lorenzo-Salazar, Shwu-Fan et al.

    Sepsis-associated acute respiratory distress syndrome in individuals of European ancestry: a genome-wide association study.
    The Lancet Respiratory Medicine| 8, 3, 2020, 258-266 Link.

  • Moritz Seiler, Heike Trautmann, Pascal Kerschke

    Enhancing Resilience of Deep Learning Networks By Means of Transferable Adversaries.
    Proceedings of the 2020 International Joint Conference on Neural Networks (IJCNN), IEEE| 2020 Link.

  • Jakob Bossek, Pascal Kerschke, Heike Trautmann

    Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection.
    Proceedings of the 2020 IEEE Congress on Evolutionary Computation (CEC)| 2020 Link.

  • Jakob Bossek, Carola Doerr, Pascal Kerschke

    Initial Design Strategies and Their Effects on Sequential Model-based Optimization: An Exploratory Case Study Based on BBOB.
    Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO), ACM| 2020, 778-786 Link.

  • Jakob Bossek, Katrin Casel, Pascal Kerschke, Frank Neumann

    The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics.
    Proceedings of the 2020 Genetic and Evolutionary Computation Conference (GECCO), ACM| 2020, 1286-1294 Link.

  • Moritz Seiler, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann

    Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem.
    Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN XVI), Springer| 2020, 48-64 Link.

  • Lennart Schäpermeier, Christian Grimme, Pascal Kerschke

    One PLOT to Show Them All: Visualization of Efficient Sets in Multi-objective Landscapes.
    Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN XVI), Springer| 2020, 154-167 Link.

  • Jakob Bossek, Carola Doerr, Pascal Kerschke, Aneta Neumann, Frank Neumann

    Evolving Sampling Strategies for One-Shot Optimization Tasks.
    Proceedings of the International Conference on Parallel Problem Solving from Nature (PPSN XVI), Springer| 2020, 111-124 Link.

  • Vera Steinhoff, Pascal Kerschke, Pelin Aspar, Heike Trautmann, Christian Grimme

    Multiobjectivization of Local Search: Single-Objective Optimization Benefits From Multi-Objective Gradient Descent.
    Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI)| 2020 Link.

  • Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas H. W. Bäck, Pascal Kerschke

    Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis.
    Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI)| 2020 Link.

  • Jakob Bossek, Pascal Kerschke, Heike Trautmann

    A Multi-Objective Perspective on Performance Assessment and Automated Selection of Single-Objective Optimization Algorithms.
    Applied Soft Computing (ASOC), Elsevier| 88, 105901, 2020 https://doi.org/10.1016/j.asoc.2019.105901 .

  • Nicolas Fischer, Ostap Okhrin

    Statistical modeling of the required space for inland vessels.
    Communications in Statistics | 6, 2, 2020, 167-190 10.1080/23737484.2020.1746934 .

  • Nacira Abbas, Kholoud Alghamdi, Mortaza Alinam et al.

    Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019.
    2020 Link.

  • Piotr Ostropolski-Nalewaja, Jerzy Marcinkowski, David Carral, Sebastian Rudolph

    A Journey to the Frontiers of Query Rewritability.
    2020 Link.

  • Manuel Bodirsky, Simon Knäuer, Sebastian Rudolph

    Datalog-Expressibility for Monadic and Guarded Second-Order Logic.
    2020 Link.

  • Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph

    Satisfiability and Query Answering in Description Logics with Global and Local Cardinality Constraints.
    2020 Link.

  • Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph

    Proceedings of the 7th International Workshop "What can FCA do for Artificial Intelligence"?.
    co-located with International Joint Conference on Artificial Intelligence, FCA4AI@IJCAI 2019, Macao, China, August 10, 2019. CEUR Workshop Proceedings, CEUR-WS.org| 2529, 2020 .

  • Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph

    Proceedings of the 8th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2020).
    co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, August 29, CEUR Workshop Proceedings, CEUR-WS.org| 2729, 2020 .

  • Sebastian Rudolph, Goreti Marreiros

    Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020).
    Santiago Compostela, Spain, August, 2020. CEUR Workshop Proceedings, CEUR-WS.org| 2655, 2020 .

  • Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph

    Satisfiability and Query Answering in Description Logics with Global and Local Cardinality Constraints.
    ECAI 2020| 2020, 616-623 .

  • Mei Yang, Sarah Alice Gaggl, Sebastian Rudolph

    Neva - Extension Visualization for Argumentation Frameworks.
    COMMA 2020| 2020, 477-478 .

  • Aparna Saisree Thuluva, Darko Anicic, Sebastian Rudolph, Malintha Adikari

    Semantic Node-RED for rapid development of interoperable industrial IoT applications.
    Semantic Web | 11, 6, 2020, 949-975 .

  • Fariz Darari, Werner Nutt, Simon Razniewski, Sebastian Rudolph

    Completeness and soundness guarantees for conjunctive SPARQL queries over RDF data sources with completeness statements.
    Semantic Web| 11, 2, 2020, 441-482 .

  • Norbert Manthey, Rafael Peñaloza, Sebastian Rudolph

    SATPin: Axiom Pinpointing for Lightweight Description Logics Through Incremental SAT.
    Künstliche Intelligenz| 34, 3, 2020, 389-394 .

  • Sabine Müller-Mall

    Twitterstürme.
    Schmähung – Provokation – Stigma. Medien und Formen der Herabsetzung, in: Lea Hagedorn/Felix Prautzsch/Marina Münkler (Hg), Online-Katalog| 65, 2020 .

  • Sabine Müller-Mall

    Algorithmen sind politisch. Wir müssen lernen, damit umzugehen.
    Die Welt, 24. 9. 2020 | 2020 Link.

  • Jan-Philipp Kruse, Sabine Müller-Mall

    Digitale Transformationen von Öffentlichkeit. Ausgangspunkte und Horizonte einer transdisziplinären Perspektivbildung.
    Kruse, J.-P.; Müller-Mall, S. (Eds.), Digitale Transformationen der Öffentlichkeit| 2020, 9-18 .

  • Jan-Philipp Kruse, Sabine Müller-Mall

    Digitale Transformationen der Öffentlichkeit.
    Velbrück, Weilerswist| 2020 .

  • Sabine Müller-Mall

    Die Öffentlichkeit herabsetzender Äußerungen. Verfassungsrechtliche Perspektiven entlang digitaler Transformationen von Öffentlichkeit.
    Kruse, J.-P.; Müller-Mall, S. (Eds.), Digitale Transformationen der Öffentlichkeit, Velbrück, Weilerswist| 2020, 78-102 .

  • Sabine Müller-Mall

    Freiheit und Kalkül. Die Politik der Algorithmen.
    Reclam, Stuttgart| 2020 .

  • Markus Krötzsch

    Computing Cores for Existential Rules with the Standard Chase and ASP.
    Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020)| 2020, 603-613 Link.

  • Stefan Mühlbauer, Sven Apel, Norbert Siegmund

    Identifying Software Performance Changes Across Variants and Versions.
    Automated Software Engineering (ASE), ACM| 2020, 611-622 .

  • Johannes Dorn, Sven Apel, Norbert Siegmund

    Mastering Uncertainty in Performance Estimations of Configurable Software Systems.
    Proceedings of Automated Software Engineering (ASE), ACM| 2020, 684-696 .

  • Vivek Nair, Zhe Yu, Tim Menzies, Norbert Siegmund Sven Apel

    Finding Faster Configurations using FLASH.
    IEEE Transactions on Software Engineering (TSE)| 46, 7, 2020, 794-811 .

  • Johannes Dorn, Sven Apel, Norbert Siegmund

    Generating Attributed Variability Models for Transfer Learning.
    Proceedings of the 14th International Working Conference on Variability Modelling of Software-Intensive Systems (VaMoS), ACM| 2020, 1-8 .

  • Jingyu Shao, Qing Wang, Asiri Wijesinghe, Erhard Rahm

    ERGAN: Generative Adversarial Networks for Entity Resolution.
    Proc. IEEE Int. Conf. on Data Mining (ICDM)| 2020 .

  • Alieh Saeedi, Eric Peukert, Erhard Rahm

    Incremental Multi-source Entity Resolution for Knowledge Graph Completion.
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  • Jonas König. Simon Malberg, Martin Martens, Sebastian Niehaus, Artus Krohn-Grimberg, Arunselvan Ramaswamy

    Multi-stage Reinforcement Learning for Object Detection.
    Advances in Computer Vision, Springer International Publishing| 2020, 178-191 10.1007/978-3-030-17795-9_13 .

  • Marie Kloenne, Sebastian Niehaus, Leonie Lampe, Alberto Merola, Janis Reinelt, Ingo Roeder, Nico Scherf

    Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes.
    Scientific Reports volume| 10, 10712, 2020 .

  • Nastassya Horlava, Alisa Mironenko, Sebastian Niehaus, Sebastian Wagner, Ingo Roeder, Nico Scherf

    A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data.
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  • Helene Hoffmann, Christoph Baldow, Thomas Zerjatke, Andrea Gottschalk, Sebastian Wagner, Elena Karg, Sebastian Niehaus, Ingo Roeder, Ingmar Glauche, Nico Scherf

    How to Predict Relapse in Leukaemia Using Time Series Data: A Comparative in silico Study.
    MedRxiv| 2020.12.04.20243907, 2020 .

  • Markus Frey, Sander Tanni, Catherine Perrodin, Alice O'Leary, Matthias Nau, Jack Kelly, Andrea Banino, Daniel Bendor, Julie Lefort, Christian F. Doeller, Caswell Barry

    Interpreting Wide-Band Neural Activity Using Convolutional Neural Networks.
    BioRxiv| 871848, 2020 10.1101/871848 .

  • Markus Frey, Matthias Nau, Christian F. Doeller

    MR-based camera-less eye tracking using deep neural networks.
    BioRxiv, 2020.11.30.401323| 2020 10.1101/2020.11.30.401323 .

  • Patryk Burek, Nico Scherf, Heinrich Herre

    On the ontological foundations of cellular development.
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  • Patryk Burek, Nico Scherf, Heinrich Herre

    On the formal representation and annotation of cellular genealogies.
    Knowledge Engineering and Knowledge Management| 2020, 194-203 10.1007/978-3-030-61244-3_14 .

  • Jacob L. S. Bellmund, William de Cothi, Tom A. Ruiter, Matthias Nau, Caswell Barry, Christian F. Doeller

    Deforming the metric of cognitive maps distorts memory.
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  • Florian Kelber, Binyi Wu, Bernhard Vogginger, Johannes Partzsch, Chen Liu, Marco Stolba, Christian Mayr

    Mapping Deep Neural Networks on SpiNNaker2.
    Proceedings of the Neuro-inspired Computational Elements Workshop| 2020 10.1145/3381755.3381778 .

  • Frank Cichos, Kristian Gustavsson, Bernhard Mehlig, Giovanni Volpe

    Machine Learning for Active Matter.
    Nature Machine Intelligence| 2, 2020, 94-103 Link.

  • Martin Fränzl, Frank Cichos

    Active Particle Feedback Control with a Single-Shot Detection Convolutional Neural Network.
    Scientific Reports volume| 10, 12571, 2020 Link.

  • Aykut Argun, Tobias Thalheim, Stefano Bo, Frank Cichos, Giovanni Volpe

    Enhanced force-field calibration via machine learning.
    Applied Physics Reviews| 7, 041404, 2020 10.1063/5.0019105 .

  • Markus Kreuz, Dominik J. Otto, Susanne Fuessel, Conny Blumert, Catharina Bertrama, Sophie Bartsch, Dennis Loeffler, Sven-Holger Puppel, Michael Rade, Tilo Buschmann, Sabina Christ, Kati Erdmann. Maik Friedrich, Michael Froehner, Michael H. Muders, Stephan Schreiber, Michael Specht, Marieta I. Toma, Friedemann Horn

    ProstaTrend-A Multivariable Prognostic RNA Expression Score for Aggressive Prostate Cancer.
    European Urology| 78, 3, 2020, September, 452-459 10.1016/j.eururo.2020.06.001 .

  • Alexander Brauckmann, Andrés Goens, Sebastian Ertel, Jeronimo Castrillon

    Compiler-Based Graph Representations for Deep Learning Models of Code.
    Proceed- ings of the 29th ACM SIGPLAN International Conference on Compiler Construction (CC 2020), San Diego, CA, USA: Association for Computing Machinery| 2020, February, 201-211 10.1145/3377555.3377894 .

  • Alexander Brauckmann, Andrés Goens, Jeronimo Castrillon

    ComPy-Learn: A Tool- box for Exploring Machine Learning Representations for Compilers.
    2020 Forum for Specification and Design Languages (FDL). Kiel, Germany| 2020, September, 1-4 Link.

  • Gerhard Brewka

    Nichtmonotones Schließen.
    Handbuch der Künstlichen Intelligenz | 2020, 189-226 .

  • Gabriele Kern-Isberner, Christoph Beierle, Gerhard Brewka:

    Syntax Splitting = Relevance + Independence: New Postulates for Nonmonotonic Reasoning From Conditional Belief Bases.
    KR Proceedings| 2020, 560-571 .

  • Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran

    Solving Advanced Argumentation Problems with Answer Set Programming.
    Theory and Practice of Logic Programming| 20, 3, 2020, 391-431 .

  • Markus Ulbricht, Matthias Thimm, Gerhard Brewka

    Handling and measuring inconsistency in non-monotonic logics.
    Artificial Intelligence| 286, 103344, 2020, September .

  • Franz Baader, Clément Théron

    Role-Value Maps and General Concept Inclusions in the Minimal Description Logic with Value Restrictions – or Revisiting Old Skeletons in the DL Cupboard.
    KI – Künstliche Intelligenz| 34, 3, 2020, 291-301 .

  • Franz Baader, Jakub Rydval

    Description Logics with Concrete Domains and General Concept Inclusions Revisited.
    Proceedings of the International Joint Conference on Automated Reasoning (IJCAR 2020), Springer| 12166, 2020, 413-431 .

  • Franz Baader, Pavlos Marantidis, Antoine Mottet, Alexander Okhotin

    Extensions of Unification Modulo ACUI.
    Mathematical Structures in Computer Science| 30, 6, 2020, 597-626 .

  • Franz Baader, Francesco Kriegel, Adrian Nuradiansyah, Rafael Peñaloza

    Computing Compliant Anonymisations of Quantified ABoxes w.r.t. EL Policies.
    Proceedings of the 19th International Semantic Web Conference (ISWC 2020), Part I, Athens, Greece, November 2-6, Springer| 12506, 2020, 3-20 .

  • Franz Baader, Deepak Kapur

    Deciding the Word Problem for Ground Identities with Commutative and Extensional Symbols.
    Proceedings of the International Joint Conference on Automated Reasoning (IJCAR 2020), Springer| 12166, 2020, 163-180 .

  • Franz Baader, Filippo De Bortoli

    Description Logics That Count, and What They Can and Cannot Count.
    EPiC Series in Computing| 68, 2020, 1-25 .

  • Franz Baader, Stefan Borgwardt, Patrick Koopmann, Veronika Thost, Anni-Yasmin Turhan

    Semantic Technologies for Situation Awareness.
    KI – Künstliche Intelligenz| 34, 4, 2020, 291-301 .

  • Franz Baader, Stefan Borgwardt, Patrick Koopmann, Ana Ozaki, Veronika Thost

    Metric Temporal Description Logics with Interval-Rigid Names.
    ACM Transactions on Computational Logic| 41, 4, 30, 2020, 1-46 10.1145/3399443 .

  • Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph

    Satisfiability and Query Answering in Description Logics with Global and Local Cardinality Constraints.
    Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), volume 325 of Frontiers in Artificial Intelligence and Applications, IOS Press| 2020, 616-623 .

  • Christian Alrabbaa, Franz Baader, Stefan Borgwardt, Patrick Koopmann, Alisa Kovtunova

    Finding Small Proofs for Description Logic Entailments: Theory and Practice.
    LPAR-23: 23rd International Conference on Logic for Programming, Artificial Intelligence and Reasoning| 73, 2020, 32-67 10.29007/nhpp .

  • Hamid Zafar, Mohnish Dubey, Jens Lehmann, Elena Demidova

    IQA: Interactive query construction in semantic question answering systems.
    Journal of Web Semantics| 64, 2020, 100586 .

  • Fathoni A.Musyaffa, Maria-Esther Vidal, Fabrizio Orlandi, Jens Lehmann, Hajira Jabeen

    IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA.
    Expert Systems with Applications| 147, 2020, 113135 .

  • Kuldeep Singha, Ioanna Lytra, Arun Sethupat Radhakrishna, Saeedeh Shekarpour. Maria-Esther Vidal, Jens Lehmann

    No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph.
    Journal of Web Semantics| 65, 2020, 100594 .

  • Mojtaba Nayyeri, Mirza Mohtashim Alam, Jens Lehmann, Sahar Vahdati

    3D Learning and Reasoning in Link Prediction Over Knowledge Graphs.
    IEEE Access| 8, 2020, 196459-196471 .

  • Birte Platow

    Gott mit seinem perfekten Ebenbild konfrontieren. Religionspädagogische Reflexionen zu Künstlicher Intelligenz.
    AKRK (Hg.) Religionspädagogische Beiträge| 82, 2020, 37-48 .

  • Martin Keller-Ressel, Stephanie Nargang

    Hydra: a method for strain-minimizing hyperbolic embedding of network-and distance-based data.
    Journal of Complex Networks| 8, 1, 2020, cnaa002 .

  • Mingjie Liang, René L. Schilling, Jian Wang

    A unified approach to coupling SDEs driven by Lévy noise and some applications.
    Bernoulli| 26, 2020, 664-693 .

  • Kamil Kaleta, René L. Schilling

    Progressive intrinsic ultracontractivity and heat kernel estimates for non-local Schrödinger operators.
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  • Anita Behme, Apostolos Sideris

    Markov-modulated generalized Ornstein-Uhlenbeck processes and an application in risk theory.
    2020 Link.

  • Anita Behme, Claudia Klüppelberg, Gesine Reinert

    Ruin probabilities for risk processes in a bipartite network.
    Stochastic Models | 36, 4, 2020, 548-573 .

  • Isaiah Onando Mulang, Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann

    Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models.
    CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23| 2020, 2157-2160 .

  • Hajira Jabeen; Jonas Weinz; Jens Lehmann

    AutoChef: Automated Generation of Cooking Recipes.
    IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24| 2020, 1-7 .

  • Claus Stadler, Simon Bin, Lisa Wenige, Lorenz Bühmann, Jens Lehmann

    Schema-agnostic SPARQL-driven faceted search benchmark generation.
    J. Web Semant| 65, 2020, 100614 10.1016/j.websem.2020.100614 .

  • Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann

    Knowledge Graph Embeddings in Geometric Algebras.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 530-544 .

  • Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann

    TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 1583-1593 .

  • Ariam Rivas, Irlán Grangel-González, Diego Collarana, Jens Lehmann, Maria-Esther Vidal

    Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings.
    Database and Expert Systems Applications - 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14-17, Springer| Part II, 2020, 179-194 .

  • Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck

    Language Model Transformers as Evaluators for Open-domain Dialogues.
    Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, International Committee on Computational Linguistics| 2020, 6797-6808 .

  • Afshin Sadeghi, Damien Graux, Hamed Shariat Yazdi, Jens Lehmann

    MDE: Multiple Distance Embeddings for Link Prediction in Knowledge Graphs.
    : ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), IOS Press| 2020, 1427-1434 .

  • Nandana Mihindukulasooriya, Mohnish Dubey, Alfio Gliozzo, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck

    Proceedings of the SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge.
    co-located with the 19th International Semantic Web Conference (ISWC 2020), Virtual Conference, November 5, CEUR-WS.org| 2020, 2774 .

  • Heba Mohamed, Said Fathalla, Jens Lehmann, Hajira Jabeen

    OWLStats: Distributed Computation of OWL Dataset Statistics.
    IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, December 14-17| 2020, 381-386 .

  • Shimaa Ibrahim, Said Fathalla, Jens Lehmann, Hajira Jabeen

    Multilingual Ontology Merging Using Cross-lingual Matching.
    IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, December 14-17| 2020, 113-120 .

  • Chenjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Yazdi, Jens Lehmann

    Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part I, 2020, 654-671 .

  • Mojtaba Nayyeri, Chengjin Xu, Sahar Vahdati, Nadezhda Vassilyeva, Emanuel Sallinger, Hamed Shariat Yazdi, Jens Lehmann

    Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part I, 2020, 438-455 .

  • Debayan Banerjee, Debanjan Chaudhuri, Mohnish Dubey, Jens Lehmann

    PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part I, 2020, 21-38 .

  • Jewgeni Rose, Jens Lehmann

    CASQAD - A New Dataset for Context-Aware Spatial Question Answering.
    The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, Springer| Part II, 2020, 3-17 .

  • Harsh Thakkar, Renzo Angles, Marko Rodriguez, Stephen Mallette, Jens Lehmann

    Let's build Bridges, not Walls: SPARQL Querying of TinkerPop Graph Databases with Sparql-Gremlin.
    IEEE 14th International Conference on Semantic Computing, ICSC 2020, San Diego, CA, USA, February 3-5| 2020, 408-415 .

  • Hajira Jabeen, Eskender Haziiev, Gezim Sejdiu, Jens Lehmann

    DISE: A Distributed in-Memory SPARQL Processing Engine over Tensor Data.
    IEEE 14th International Conference on Semantic Computing, ICSC 2020, San Diego, CA, USA, February 3-5| 2020, 400-407 .

  • Rostislav Nedelchev, Ricardo Usbeck, Jens Lehmann

    Treating Dialogue Quality Evaluation as an Anomaly Detection Problem.
    Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, European Language Resources Association| 2020, 508-512 .

  • Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Reza Izanloo, Hamed Shariat Yazdi, Jens Lehmann

    Let the Margin SlidE for Knowledge Graph Embeddings via a Correntropy Objective Function.
    2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, IEEE| 2020, 1-9 .

  • Samin Payrosangari, Afshin Sadeghi, Damien Graux, Jens Lehmann

    Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-Fine.
    Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, Springer| 2020, 335–347 .

  • Fathoni A. Musyaffa, Jens Lehmann, Hajira Jabeen

    Cross-administration comparative analysis of open fiscal data.
    ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, 23-25 September, ACM| 2020, 459–468 .

  • Heba Mohamed, Said Fathalla, Jens Lehmann, Hajira Jabeen

    A Distributed Approach for Parsing Large-scale OWL Datasets.
    Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K, KEOD, Budapest, Hungary, November 2-4, SCITEPRESS| 2, 2020, 227–234 .

  • Aysegul Say, Said Fathalla, Sahar Vahdati, Jens Lehmann, Sören Auer

    Semantic Representation of Physics Research Data.
    Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K, KEOD, Budapest, Hungary, November 2-4, SCITEPRESS| 2, 2020, 64–75 10.5220/0010111000640075 .

  • Damien Graux, Gezim Sejdiu, Claus Stadler, Giulio Napolitano, Jens Lehmann

    MINDS: A Translator to Embed Mathematical Expressions Inside SPARQL Queries.
    Semantic Systems. In the Era of Knowledge Graphs - 16th International Conference on Semantic Systems, SEMANTiCS 2020, Amsterdam, The Netherlands, September 7-10, Springer| 2020, 104–117 .

  • Endri Kacupaj, Hamid Zafar, Jens Lehmann, Maria Maleshkova

    VQuAnDa: Verbalization QUestion ANswering DAtaset.
    The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, Springer| 2020, 531–547 10.1007/978-3-030-49461-2_31 .

  • Mojtaba Nayyeri, Sahar Vahdati, Xiaotian Zhou, Hamed Shariat Yazdi, Jens Lehmann

    Embedding-Based Recommendations on Scholarly Knowledge Graphs.
    The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, Springer| 2020, 255–270 .

  • Jason Armitage, Shramana Thakur, Rishi Tripathi, Maria Maleshkova, Jens Lehmann

    Training Multimodal Systems for Classification with Multiple.
    Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 17th Extended Semantic Web Conference (ESWC 2020), Heraklion, Crete, Greece, June 3, 2020 (online event due to COVID-19 outbreak), CEUR-WS.org| 2020, 57–71 .

  • Minh Triet Chau, Diego Esteves, Jens Lehmann

    A Neural-based model to Predict the Future Natural Gas Market Price through Open-domain Event Extraction.
    Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 17th Extended Semantic Web Conference (ESWC 2020), Heraklion, Crete, Greece, June 3 (online event due to COVID-19 outbreak), CEUR-WS.org| 2020, 17-33 .

  • Mirza Mohtashim Alam, Hajira Jabeen, Mahdi Ali, Karishma Mohiuddin, Jens Lehmann

    Affinity Dependent Negative Sampling for Knowledge Graph Embeddings.
    Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020 - moved online, CEUR-WS.org| 2020 .

  • Zeynep Say, Said Fathalla, Sahar Vahdati, Jens Lehmann, Sören Auer

    Ontology Design for Pharmaceutical Research Outcomes.
    Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, Springer| 2020, 119–132 10.1007/978-3-030-54956-5_9 .

  • Mikhail Galkin, Priyansh Trivedi, Gaurav Maheshwari, Ricardo Usbeck, Jens Lehmann

    Message Passing for Hyper-Relational Knowledge Graphs.
    Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Association for Computational Linguistics| 2020, November, 7346–7359 Link.

  • Hamid Zafar, Maryam Tavakol, Jens Lehmann

    Distantly Supervised Question Parsing.
    ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), IOS Press| 2020, 2290–2297 Link.

  • Baldwin Nsonga, Gerik Scheuermann, Stefan Gumhold, Jordi Ventosa-Molina, Denis Koschichow, Jochen Fröhlich

    Analysis of the Near-Wall Flow in a Turbine Cascade by Splat Visualization.
    IEEE Transactions on Visualization and Computer Graphics| 26, 1, 2020, 719-728 10.1109/TVCG.2019.2934367 .

  • Baldwin Nsonga, Martin Niemann, Jochen Fröhlich, Joachim Staib, Stefan Gumhold and Gerik Scheuermann

    Detection and Visualization of Splat and Antisplat Events in Turbulent Flows.
    IEEE Transactions on Visualization and Computer Graphics| 26, 11, 2020, 3147 - 3162 10.1109/TVCG.2019.2920157 .

  • Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, Sven Apel

    The Interplay of Sampling and Machine Learning for Software Performance Prediction.
    IEEE Software| 2020 .

  • Jan Gaebel, Hans-Georg Wu, Alexander Oeser, Mario A. Cypko, Matthaeus Stoehr, Andreas Dietz et al

    Modeling and Processing Up-To-Dateness of Patient Information in Probabilistic Therapy Decision Support.
    Artificial Intelligence in Medicine [Internet]| 2020, 101842 Link.

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    Hyperspektral-Imaging (HSI) – eine verlässliche Gewebedifferenzierung?.
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  • Marianne Maktabi, Hannes Köhler, Magaritha Ivanova, Thomas Neumuth, Nada Rayes, Lena Seidemann et al

    Classification of Hyperspectral Endocrine Tissue Images Using Support Vector Machines.
    Int J Med Robot| 2020, May 10, 2121 .

  • Theo Zschörnig, Jonah Windolph, Robert Wehlitz, Bogdan Franczyk

    A Cloud-based Analytics Architecture for the Application of Online Machine Learning Algorithms on Data Streams in Consumer-centric Internet of Things Domains.
    Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, (ISBN: 978-989-758-426-8)| 2020, 189-196 .

  • Dirk Zeckzer, Alrik Hausdorf, Nicole Hinzmann, Lydia Müller, Daniel Wiegreffe

    Masakari: visualization supported statistical analysis of genome segmentations.
    BMC bioinformatics| 21, 1, 2020, 1-14 10.1186/s12859-020-03761-6 .

  • Christof Augenstein, Theo Zschörnig, Norman Spangenberg, Borgan Franczyk

    A generic architectural framework for Machine Learning on Data Streams..
    Enterprise Information Systems | 2020, February 10.1007/978-3-030-40783-4_6 .

  • Christof Augenstein, Bogdan Franczyk

    Anomaly Detection on Data Streams – a LSTM’s Diary.
    Research Challenges in Information Science| 2020, June 10.1007/978-3-030-50316-1_22 .

  • Bogdan Franczyk, Marcin Hernes et al

    Deep learning for grape recognition.
    Procedia Computer Science| 176, 2020, January, 1211-1220 10.1016/j.procs.2020.09.117 .

  • Jingyu Shao, Qing Wang, Asiri, Wijesinghe, Erhard Rahm

    ERGAN: Generative Adversarial Networks for Entity Resolution.
    IEEE International Conference on Data Mining (ICDM)| 2020, 11 .

  • Daniel Ayala, Irma Hernández, David Ruiz, Erhard Rahm

    LEAPME: Learning-based Property Matching with Embeddings.
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  • Khalid Al-Khatib, Michael Völske, Shahbaz Syed, Nikolay Kolyada, Benno Stein

    Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness.
    In 58th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics.| 2020, July, 7067-7072 .

  • Shahbaz Syed, Roxanne El Baff, Khalid Al-Khatib, Johannes Kiesel, Benno Stein, Martin Potthast

    News Editorials: Towards Summarizing Long Argumentative Texts.
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  • Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, and the computer systems and data management communities

    The Future is Big Graphs! A Community View on Graph Processing Systems.
    CACM| 2020, December, 12 Link.

  • Ringo Baumann, Maximilian Heinrich

    A Python Script for Abstract Dialectical Frameworks..
    Proceedings of the Third International Workshop on Systems and Algorithms for Formal Argumentation co-located with the 8th International Conference on Computational Models of Argument - COMMA 2020| 2020, September 8 Link.

  • Ringo Baumann, Maximilian Heinrich

    Timed Abstract Dialectical Frameworks: A Simple Translation-Based Approach.
    Computational Models of Argument-Proceedings of COMMA 2020, Perugia, Italy| 2020, September 4-11 Link.

  • Philippe Krajsic, Bogdan Franczyk

    Lambda Architecture for Anomaly Detection in Online Process Mining using Autoencoders.
    12th International Conference on Computational Collective Intelligence| 2020 10.1007/978-3-030-63119-2_47 .

  • Ringo Baumann, Gerhard Brewka, Markus Ulbricht

    Comparing Weak Admissibility Semantics to their Dung-style Counterparts – Reduct, Modularization, and Strong Equivalence in Abstract Argumentation.
    17th International Conference on Principles of Knowledge Representation and Reasoning| 2020, 79-88 Link.

  • Peter Christen, Dinusha Vatsalan, Erhard Rahm

    Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage.
    Data & Knowledge Engineering| 128, 2020 10.1016/j.datak.2020.101809 .

  • Milad Alshomary, Shahbaz Syed, Martin Potthast, Henning Wachsmuth

    Target Inference in Argument Conclusion Generation.
    58th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics.| 2020, July 10.18653/v1/2020.acl-main.399 Link.

  • Wei-Fan Chen, Shahbaz Syed, Benno Stein, Matthias Hagen, Martin Potthast

    Abstractive Snippet Generation.
    Web Conference (WWW 2020), Yennung Huang, Irwin King, Tie-Yan Liu, and Maarten van Steen, (Eds.), ACM| 2020, April, 1309-1319 10.1145/3366423.3380206 Link.

  • Martin Pippel, David Jebb, Franziska Patzold, Sylke Winkler, Heiko Vogel, Gene Myers, Michael Hiller, Anna K. Hundsdoerfer

    A highly contiguous genome assembly of the bat hawkmoth Hyles vespertilio.
    GigaScience| 9, 1, 2020, January 10.1093/gigascience/giaa001 Link.

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    Six reference-quality genomes reveal evolution of bat adaptations.
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  • Sunna Torge, Waldemar Hahn, René Jäkel, Wolfgang E. Nagel

    Corpus and Baseline Model for Domain-Specific Entity Recognition in German.
    4th IEEE Conference on Machine Learning and Natural Language Processing in the 6th IEEE Congress on Information Science and Technology| 2020 .

  • Sunna Torge, Waldemar Hahn, René Jäkel

    Transfer Learning for Domain-Specific Named Entity Recognition in German.
    4th IEEE Conference on Machine Learning and Natural Language Processing in the 6th IEEE Congress on Information Science and Technology| 2020 .

  • Patrick Stiller, Friedrich Bethke, Maximilian Böhme, Richard Pausch, Sunna Torge, Alexander Debus, Jan Vorberger, Michael Bussmann, Nico Hoffmann

    Large-Scale Neural Solvers for Partial Differential Equations.
    Smoky Mountains/Computational Sciences & Engineering/Conference| 2020 Link.

  • Franziska Kahlert, Stefan Gumhold

    Partial Matching of Trajectories with Particle Orientation for Exploratory Trajectory Visualization.
    Vision, Modeling, and Visualization (2020), Krüger J., Niessner M., Stückler J., (Eds.), The Eurographics Association | 2020 10.2312/vmv.20201193 .

  • Sander Münster, Ferdinand Maiwald, Christoph Lehmann, Taras Lazariv, Mathias Hofmann, Florian Niebling

    An Automated Pipeline for a Browser-Based, City-Scale Mobile 4D VR Application Based on Historical Images.
    2nd Workshop on Structuring and Understanding of Multimedia HeritAge Contents, SUMAC'20| 2020, 33-40 10.1145/3423323.3425748 Link.

  • Ringo Baumann, Gerhard Brewka, Markus Ulbricht

    Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense.
    Proceedings of the AAAI Conference on Artificial Intelligence| 34, 03, 2020, Apr., 2742-2749 10.1609/aaai.v34i03.5661 Link.

  • Xiaoyu Yin, Dagmar Gromann, Sebastian Rudolph

    Neural Machine Translating from Natural Language to SPARQL.
    CoRR abs/1906.09302| 2019 .

  • Tayeb Abderrahmani Ghor, Esha Agrawal, Mehwish Alam, Omar Alqawasmeh et al.

    Linked Open Data Validity.
    A Technical Report from ISWS 2018, CoRR abs/1903.12554 | 2019 .

  • Bernhard Ganter, Sebastian Rudolph, Gerd Stumme

    Explaining Data with Formal Concept Analysis.
    Reasoning Web| 2019, 153-195 .

  • Sebastian Rudolph, Lukas Schweizer, Zhihao Yao

    SPARQL Queries over Ontologies Under the Fixed-Domain Semantics.
    PRICAI | 1, 2019, 486-499 .

  • Markus Krötzsch, Maximilian Marx, Sebastian Rudolph

    The Power of the Terminating Chase.
    (Invited Talk), ICDT| 2019, 3:1-3:17 .

  • Bartosz Bednarczyk, Sebastian Rudolph

    Worst-Case Optimal Querying of Very Expressive Description Logics with Path Expressions and Succinct Counting.
    Description Logics| 2019 .

  • Franz Baader, Bartosz Bednarczyk, Sebastian Rudolph

    Satisfiability Checking and Conjunctive Query Answering in Description Logics with Global and Local Cardinality Constraints.
    Description Logics| 2019 .

  • Johann Sebastian Rudolph

    Presburger Concept Cardinality Constraints in Very Expressive Description Logics - Allegro sexagenarioso ma non ritardando.
    Description Logic, Theory Combination, and All That| 2019, 542-561 .

  • Ana Ozaki, Markus Krötzsch, Sebastian Rudolph

    Temporally Attributed Description Logics.
    Description Logic, Theory Combination, and All That| 2019, 441-474 .

  • Jakob Bossek, Pascal Kerschke, Aneta Neumann, Markus Wagner, Frank Neumann, Heike Trautmann

    Evolving Diverse TSP Instances by Means of Novel and Creative Mutation Operators.
    Proceedings of the 15th ACM/SIGEVO Workshop on Foundations of Genetic Algorithms (FOGA XV), ACM| 2019, 58-71 Link.

  • Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl

    OpenML: An R Package to Connect to the Machine Learning Platform OpenML.
    Computational Statistics (COST), Springer| 34, 3, 2019, 977-991 Link.

  • Pascal Kerschke, Heike Trautmann

    Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning.
    Evolutionary Computation (ECJ), MIT Press| 27, 1, 2019, 99-127 Link.

  • Pascal Kerschke, Holger H. Hoos, Frank Neumann, Heike Trautmann

    Automated Algorithm Selection: Survey and Perspectives.
    Evolutionary Computation (ECJ), MIT Press| 27, 1, 2019, 3-45 Link.

  • Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André H. Deutz, Heike Trautmann, Michael T. M. Emmerich

    Search Dynamics on Multimodal Multi-Objective Problems.
    Evolutionary Computation (ECJ), MIT Press| 27, 4, 2019, 577-609 .

  • Minh Triet Chau, Diego Esteves, Jens Lehmann

    Open-domain Event Extraction and Embedding for Natural Gas Market Prediction.
    CoRR abs/1912.11334| 2019 .

  • Isaiah Onando Mulang, Kuldeep Singh, Akhilesh Vyas, Saeedeh Shekarpour, Ahmad Sakor, Maria-Esther Vidal, Sören Auer, Jens Lehmann

    Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph.
    CoRR abs/1912.06214| 2019 .

  • Harsh Thakkar, Renzo Angles, Dominik Tomaszuk, Jens Lehmann

    Direct Mappings between RDF and Property Graph Databases.
    CoRR abs/1912.02127| 2019 .

  • Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Jens Lehmann, Hamed Shariat Yazdi

    Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition.
    CoRR abs/1911.07893| 2019 .

  • Mohamed Nadjib Mami, Damien Graux, Harsh Thakkar, Simon Scerri, Sören Auer, Jens Lehmann

    The Query Translation Landscape: a Survey.
    CoRR abs/1910.03118| 2019 .

  • Uwe Petersohn, Sandra Zimmer, Jens Lehmann

    Method for the semantic indexing of concept hierarchies, uniform representation, use of relational database systems and generic and case-based reasoning.
    CoRR abs/1910.01539| 2019 .

  • Hamid Zafar, Maryam Tavakol, Jens Lehmann

    MDP-based Shallow Parsing in Distantly Supervised QA Systems.
    CoRR abs/1909.12566| 2019 .

  • Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann

    On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score.
    CoRR abs/1909.00519| 2019 .

  • Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Hamed Shariat Yazdi

    LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules.
    CoRR abs/1908.07141| 2019 .

  • Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour, Akash Kulkarni, Arun Sethupat Radhakrishna, Ioanna Lytra, Maria-Esther Vidal, Jens Lehmann

    Towards Optimisation of Collaborative Question Answering over Knowledge Graphs.
    CoRR abs/1908.05098| 2019 .

  • Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer

    Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs.
    CoRR abs/1907.09361| 2019 .

  • Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Hamed Shariat Yazdi, Jens Lehmann

    Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function.
    CoRR abs/1907.05336| 2019 .

  • Afshin Sadeghi, Damien Graux, Jens Lehmann

    MDE: Multi Distance Embeddings for Link Prediction in Knowledge Graphs.
    CoRR abs/1905.10702| 2019 .

  • Mojtaba Nayyeri, Sahar Vahdati, Jens Lehmann, Hamed Shariat Yazdi

    Soft Marginal TransE for Scholarly Knowledge Graph Completion.
    CoRR abs/1904.12211 | 2019 .

  • Anisa Rula, Matteo Palmonari, Simone Rubinacci, Axel-Cyrille Ngonga Ngomo, Jens Lehmann, Andrea Maurino, Diego Esteves

    TISCO: Temporal Scoping of Facts.
    WWW (Companion Volume)| 2019, 959-960 .

  • Gaurav Maheshwari, Priyansh Trivedi, Denis Lukovnikov, Nilesh Chakraborty, Asja Fischer, Jens Lehmann

    Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs.
    ISWC| 1, 2019, 487-504 .

  • Denis Lukovnikov, Asja Fischer, Jens Lehmann

    Pretrained Transformers for Simple Question Answering over Knowledge Graphs.
    ISWC| 10, 2019, 470-486 .

  • Agustinus Kristiadi, Mohammad Asif Khan, Denis Lukovnikov, Jens Lehmann, Asja Fischer

    Incorporating Literals into Knowledge Graph Embeddings.
    ISWC| 129, 2019, 347-363 .

  • Claus Stadler, Gezim Sejdiu, Damien Graux, Jens Lehmann

    Sparklify: A Scalable Software Component for Efficient Evaluation of SPARQL Queries over Distributed RDF Datasets.
    ISWC| 22, 2019, 293-308 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    How to Feed the Squerall with RDF and Other Data Nuts?.
    ISWC (Satellites)| 2019, 293-296 .

  • Claus Stadler, Gezim Sejdiu, Damien Graux, Jens Lehmann

    Querying Large-scale RDF Datasets Using the SANSA Framework.
    ISWC (Satellites)| 2019, 285-288 .

  • Kuldeep Singh, Muhammad Saleem, Abhishek Nadgeri, Felix Conrads, Jeff Z. Pan, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    QaldGen: Towards Microbenchmarking of Question Answering Systems over Knowledge Graphs.
    ISWC| 2, 2019, 277-292 .

  • Gezim Sejdiu, Anisa Rula, Jens Lehmann, Hajira Jabeen

    A Scalable Framework for Quality Assessment of RDF Datasets.
    ISWC| 2, 2019, 261-276 .

  • Qaiser Mehmood, Abhishek Nadgeri, Muhammad Saleem, Kuldeep Singh, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    Microbenchmarks for Question Answering Systems Using QaldGen.
    ISWC (Satellites)| 2019, 261-264 .

  • Mehdi Ali, Charles Tapley Hoyt, Daniel Domingo-Fernández, Jens Lehmann

    Predicting Missing Links Using PyKEEN.
    ISWC (Satellites)| 170, 2019, 245-248 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources.
    ISWC| 2, 2019, 229-245 .

  • Debanjan Chaudhuri, Md. Rashad Al Hasan Rony, Simon Jordan, Jens Lehmann

    Using a KG-Copy Network for Non-goal Oriented Dialogues.
    ISWC| 163, 2019, 93-109 .

  • Mohnish Dubey, Debayan Banerjee, Abdelrahman Abdelkawi, Jens Lehmann

    LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia.
    ISWC| 2, 2019, 69-78 .

  • Mehdi Ali, Hajira Jabeen, Charles Tapley Hoyt, Jens Lehmann

    The KEEN Universe - An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability.
    ISWC| 2, 2019, 3-18 .

  • Mehdi Ali, Sahar Vahdati, Shruti Singh, Sourish Dasgupta, Jens Lehmann

    Improving Access to Science for Social Good.
    PKDD/ECML Workshops| 1, 2019, 658-673 .

  • Afshin Sadeghi, Jens Lehmann

    Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter.
    PKDD/ECML Workshops| 1, 2019, 622-630 .

  • Abdelrahman Abdelkawi, Hamid Zafar, Maria Maleshkova, Jens Lehmann

    Complex Query Augmentation for Question Answering over Knowledge Graphs.
    OTM Conferences| 2019, 571-587 .

  • Ahmad Sakor, Isaiah Onando Mulang, Kuldeep Singh, Saeedeh Shekarpour, Maria-Esther Vidal, Jens Lehmann, Sören Auer

    Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text.
    NAACL-HLT| 1, 2019, 2336-2346 .

  • Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann

    Uniform Access to Multiform Data Lakes using Semantic Technologies.
    iiWAS| 2019, 313-322 .

  • Fahad Maqbool, Saad Razzaq, Jens Lehmann, Hajira Jabeen

    Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA).
    ICIC| 1, 2019, 424-435 .

  • Danning Sui, Gezim Sejdiu, Damien Graux, Jens Lehmann

    The Hubs and Authorities Transaction Network Analysis using the SANSA framework.
    SEMANTICS Posters&Demos| 2019 .

  • Gezim Sejdiu, Damien Graux, Imran Khan, Ioanna Lytra, Hajira Jabeen, Jens Lehmann

    Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation.
    SEMANTiCS| 2019, 295-309 .

  • Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, Hajira Jabeen

    From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment.
    SEMANTiCS| 2019, 215-230 .

  • Hajira Jabeen, Nargis Tahara, Jens Lehmann

    EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts.
    EvoMUSART| 2019, 156-172 .

  • Firas Kassawat, Debanjan Chaudhuri, Jens Lehmann

    Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning.
    ESWC| 2019, 225-239 .

  • Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann, Hajira Jabeen

    OECM: A Cross-Lingual Approach for Ontology Enrichment.
    ESWC (Satellite Events)| 2019, 100-104 .

  • Rajjat Dadwal, Damien Graux, Gezim Sejdiu, Hajira Jabeen, Jens Lehmann

    Clustering Pipelines of Large RDF POI Data.
    ESWC (Satellite Events)| 2019, 24-27 .

  • Piyush Chawla, Diego Esteves, Karthik Pujar, Jens Lehmann

    SimpleLSTM: A Deep-Learning Approach to Simple-Claims Classification.
    EPIA| 2, 2019, 244-255 .

  • Sattar Rahimbayli, Jens Lehmann, Thomas M. Deserno

    Pay for Performance in Electronic Data Capture for Clinical Trials and Medical Registries.
    EFMI-STC| 2019, 221-225 .

  • Spiros Athanasiou, Giorgos Giannopoulos, Damien Graux, Nikos Karagiannakis, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Kostas Patroumpas, Mohamed Ahmed Sherif, Dimitrios Skoutas

    Big POI data integration with Linked Data technologies.
    EDBT| 2019, 477-488 .

  • Patrick Westphal, Lorenz Bühmann, Simon Bin, Hajira Jabeen, Jens Lehmann

    SML-Bench - A benchmarking framework for structured machine learning.
    Semantic Web| 10, 2, 2019, 231-245 .

  • Luís Paulo F. Garcia, Jens Lehmann, André C. P. L. F. de Carvalho, Ana Carolina Lorena

    New label noise injection methods for the evaluation of noise filters.
    Knowl. Based Syst. | 163, 2019, 693-704 .

  • Ana Carolina Lorena, Luís Paulo F. Garcia, Jens Lehmann, Marcílio Carlos Pereira de Souto, Tin Kam Ho

    How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity.
    ACM Comput. Surv.| 52, 5, 2019, 107:1-107:34 .

  • Mehdi Ali, Charles Tapley Hoyt, Daniel Domingo-Fernández, Jens Lehmann, Hajira Jabeen

    BioKEEN: a library for learning and evaluating biological knowledge graph embeddings.
    Bioinform.| 35, 18, 2019, 3538-3540 .

  • Franziska Kühn, René L. Schilling

    Strong convergence of the Euler-Maruyama approximation for a class of Lévy-driven SDEs.
    Stochastic Processes and their Applications| 129, 8, 2019, August, 2654-2680 Link.

  • Chang-Song Deng, René L. Schilling

    Exact Asymptotic Formulas for the Heat Kernels of Space and Time-Fractional Equations.
    Fractional Calculus and Applied Analysis| 22, 2019, 968-989 Link.

  • Björn Böttcher, Martin Keller-Ressel, René L. Schilling

    Distance multivariance: New dependence measures for random vectors.
    The Annals of Statistics | 47, 5, 2019, October, 2757-2789 10.1214/18-AOS1764 .

  • Anne Lauber-Rönsberg

    Schöpfung: Urheberschaft und Schutzfähigkeit.
    Zeitschrift für Gewerblichen Rechtsschutz und Urheberrecht (GRUR)| 2019, 244 .

  • Anne Lauber-Rönsberg, Sven Hetmank

    The Concept of Authorship and Inventorship under Pressure: Does Artificial Intelligence Shift Paradigms?.
    Journal of Intellectual Property Law & Practice| 14, 7, 2019, July, 570-579 Link.

  • Andrés Goens, Alexander Brauckmann, Sebastian Ertel, Chris Cummins, Hugh Leather, Jeronimo Castrillon

    A Case Study on Machine Learning for Synthesizing Benchmarks.
    Proceedings of the 3rd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages (MAPL), Phoenix, AZ, USA, ACM| 2019, June, 38– 46 10.1145/3315508.3329976 .

  • Sebastian Ertel, Justus Adam, Norman A. Rink, Andrés Goens, Jeronimo Castrillon

    STCLang: State Thread Composition as a Foundation for Monadic Dataflow Parallelism.
    Proceedings of the 12th ACM SIGPLAN International Symposium on Haskell, Berlin, Germany, ACM| 2019, August, 146-161 Link.

  • Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran

    Solving Advanced Argumentation Problems with Answer Set Programming.
    CoRR abs/1912.02734| 2019 .

  • Lena Rolf, Gabriele Kern-Isberner, Gerhard Brewka

    Argumentation-Based Explanations for Answer Sets Using ADF.
    LPNMR| 2019, 89-102 .

  • Gerhard Brewka, Jörg Pührer, Stefan Woltran

    Multi-valued GRAPPA.
    JELIA| 2019, 85-101 .

  • Gerhard Brewka, Markus Ulbricht

    Strong Explanations for Nonmonotonic Reasoning. Description Logic.
    Theory Combination, and All That| 2019, 135-146 .

  • Ringo Baumann, Gerhard Brewka

    Extension Removal in Abstract Argumentation - An Axiomatic Approach.
    AAAI| 2019, 2670-2677 .

  • Gerhard Brewka, Matthias Thimm, Markus Ulbricht

    Strong inconsistency.
    Artif. Intell.| 267, 2019, 78-117 .

  • Marco Wilhelm, Gabriele Kern-Isberner, Andreas Ecke, Franz Baader

    Counting Strategies for the Probabilistic Description Logic ALC^ME Under the Principle of Maximum Entropy.
    16th European Conference on Logics in Artificial Intelligence, JELIA 2019, Rende, Italy, May 7-11,Francesco Calimeri, Nicola Leone, Marco Manna [ed.], Lecture Notes in Computer Science, Springer| 11468, 2019, 434-449 .

  • Franz Baader, Adrian Nuradiansyah

    Mixing Description Logics in Privacy-Preserving Ontology Publishing.
    KI 2019: Advances in Artificial Intelligence - 42nd German Conference on AI, Kassel, Germany, September 23 - 26, Christoph Benzmüller, Heiner Stuckenschmidt [ed.], Lecture Notes in Computer Science, Springer| 11793, 2019, 87-100 .

  • Franz Baader, Francesco Kriegel, Adrian Nuradiansyah

    Privacy-Preserving Ontology Publishing for EL Instance Stores.
    6th European Conference on Logics in Artificial Intelligence, JELIA 2019, Rende, Italy, May 7-11, Francesco Calimeri, Nicola Leone, Marco Manna [ed.], Lecture Notes in Computer Science, Springer| 11468, 2019, 323-338 .

  • Franz Baader, Andreas Ecke, Gabriele Kern-Isberner, Marco Wilhelm

    The Complexity of the Consistency Problem in the Probabilistic Description Logic ALC^ME.
    Proc. of the 12th International Symposium on Frontiers of Combining Systems (FroCoS 2019), Andreas Herzig, Andrei Popescu [ed.], Lecture Notes in Computer Science, Springer| 11715, 2019, 167-184 .

  • Franz Baader, Filippo De Bortoli

    On the Expressive Power of Description Logics with Cardinality Constraints on Finite and Infinite Sets.
    Proc. of the 12th International Symposium on Frontiers of Combining Systems (FroCoS 2019), Andreas Herzig, Andrei Popescu [ed.], Lecture Notes in Computer Science, Springer| 11715, 2019, 203-219 .

  • Franz Baader

    Expressive Cardinality Restrictions on Concepts in a Description Logic with Expressive Number Restrictions.
    ACM SIGAPP Applied Computing Review| 19, 2019, 5-17 .

  • Franz Baader

    Expressive Cardinality Constraints on ALCSCC Concepts.
    Proceedings of the 34th Annual ACM Symposium on Applied Computing (SAC'19), ACM| 2019, 1123–1131 .

  • Birte Platow

    DSI Insights: KI = Gott?.
    Kolumne auf www.inside-it.ch, vom 12.07.2019| 2019 Link.

  • Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, Jianmei Guo, Sven Apel

    Distance-Based Sampling of Software Configuration Spaces.
    Proceedings of the International Conference on Software Engineering (ICSE), ACM| 2019, 1084–1094 .

  • Stefan Mühlbauer, Sven Apel, Norbert Siegmund

    Accurate Modeling of Performance Histories for Evolving Software Systems.
    Proceedings of the IEEE/ACM International Conference on Automated Software Engineering (ASE), IEEE Computer Society| 2019, 640–652 .

  • Suryanarayana Maddu, Bevan L. Cheeseman, Ivo F. Sbalzarini, Christian L. Müller

    Stability selection enables robust learning of partial differential equations from limited noisy data.
    Numerical Analysis, ArXiV, 1907.07810| 2019 Link.

  • Gopi Shah, Konstantin Thierbach, Benjamin Schmid, Johannes Waschke, Anna Reade, Mario Hlawitschka, Ingo Roeder, Nico Scherf, Jan Huisken

    Multi-scale imaging and analysis identify pan-embryo cell dynamics of germlayer formation in zebrafish.
    Nature Communications | 10, 5753, 2019 .

  • Walter de Back, Sebastian Seurig, Sebastian Wagner, Birgit Marré, Ingo Roeder, Nico Scherf

    Forensic age estimation with Bayesian convolutional neural networks based on panoramic dental X-ray imaging..
    International Conference on Medical Imaging with Deep Learning, Proceedings of Machine Learning Research| 2019 Link.

  • Patryk Burek, Nico Scherf, Heinrich Herre

    Ontology patterns for the representation of quality changes of cells in time.
    Journal of Biomedical Semantics| 10, 16, 2019 .

  • Patryk Burek, Nico Scherf, Heinrich Herre

    A pattern-based approach to a cell tracking ontology.
    Procedia Computer Science| 159, 2019, 784-793 .

  • Tom Kaune, Marcus Hollenbach, Bettina Keil, Jian-Min Chen et al.

    Common variants in glyoxalase I do not increase chronic pancreatitis risk.
    PLoS One| 14, 10, 2019, October 29 10.1371/journal.pone.0222927 .

  • Carl Beuchel, Susen Becker, Julia Dittrich, Holger Kirsten, Anke Toenjes et al.

    Clinical and lifestyle related factors influencing whole blood metabolite levels - A comparative analysis of three large cohorts.
    Molecular Metabolism| 29, 2019, November, 76-85 10.1016/j.molmet.2019.08.010 .

  • Claudia L. Satizabal, Hieab H. H. Adams, Mohammad Arfan Ikram

    Genetic architecture of subcortical brain structures in 38,851 individuals.
    Nature Genetics| 2019, October 21 10.1038/s41588-019-0511-y .

  • Mark Florian Joachim Weingarten, Markus Scholz, Tobias Wohland, Katrin Horn, Michael Stumvoll, Peter Kovacs, Anke Tönjes

    Circulating Oxytocin Is Genetically Determined and Associated With Obesity and Impaired Glucose Tolerance.
    J Clin Endocrinol Metab .| 104, 11, 2019, November, 5621-5632 10.1210/jc.2019-00643 .

  • Adrienne Tin, Jonathan Marten, Anna Köttgen

    Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels.
    Nature Genetics | 51, 2019, October 2, 1459-1474 10.1038/s41588-019-0504-x .

  • Alexander Teumer, Yong Li, Sahar Ghasemi etal.

    Genome-wide association meta-analyses and fine-mapping elucidate pathways influencing albuminuria.
    Nat Commun.| 10, 1, 2019, September 11, 4130 10.1038/s41467-019-11576-0 .

  • Janne Pott, Yoon Ju Bae, Katrin Horn, Andrej Teren, Andreas Kühnapfel, Holger Kirsten, Uta Ceglarek, Markus Loeffler, Joachim Thiery, Jürgen Kratzsch, Markus Scholz

    Genetic Association Study of Eight Steroid Hormones and Implications for Sexual Dimorphism of Coronary Artery Disease.
    J Clin Endocrinol Metab .| 104, 11, 2019, November, 5008-5023 10.1210/jc.2019-00757 .

  • Matthias Wuttke, Yong Li, Man Li, Karsten B. Sieber et al.

    A catalog of genetic loci associated with kidney function from analyses of a million individuals.
    Nature Genetics| 51, 6, 2019, June, 957-972 10.1038/s41588-019-0407-x .

  • Yuri Kheifetz, Markus Scholz

    Modeling individual time courses of thrombopoiesis during multi-cyclic chemotherapy.
    The PLOS Computational Biology Staff| 15, 6, 2019, March Link.

  • Christian Mayr, Sebastian Höppner, Steve Furber

    SpiNNaker 2: A 10 Million Core Processor System for Brain Simulation and Machine Learning - Keynote Presentation.
    Communicating Process Architectures 2017 & 2018, IOS Press| 2019, 277-280 .

  • Christian Grimme, Pascal Kerschke, Heike Trautmann

    Multimodality in Multi-objective Optimization: More Boon than Bane?.
    Proceedings of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO), Springer| 2019, 126-138 Link.

  • Vanessa Volz, Boris Naujoks, Pascal Kerschke, Tea Tušar

    Single- and Multi-objective Game-benchmark for Evolutionary Algorithms.
    Proceedings of the 2019 Genetic and Evolutionary Computation Conference (GECCO)| 2019, 647–655 Link.

  • Taras Bodnar, Ostap Okhrin, Nestor Parolya

    Optimal shrinkage estimator for high-dimensional mean vector.
    Journal of Multivariate Analysis| 170, 2019, 63-79 Link.

  • Norman Spangenberg, Christoph Augenstein, Moritz Wilke, Bogdan Franczyk

    An Intelligent and Data-Driven Decision Support Solution for the Online Surgery Scheduling Problem.
    Hammoudi S., Smialek M., Camp O., Filipe J. (Hrsg.). Lecture Notes in Business Information Processing (LNBIP)| 363, 2019, 82-103 10.1007/978-3-030-26169-6_5 .

  • David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring

    PeASS: A Tool for Identifying Performance Changes at Code Level.
    34th IEEE/ACM International Conference on Automated Software Engineering (ASE). IEEE.| 2019, 1146-1149 Link.

  • David Georg Reichelt, Stefan Kühne, Wilhelm Hasselbring

    On the Validity of Performance Antipatterns at Code Level.
    Softwaretechnik-Trends| 39, 2019, 32-24 Link.

  • Stefan Kühne, Fabian Scheller, Hendrik Kondziella, David Georg Reichelt, Thomas Bruckner

    Decision Support System for Municipal Energy Utilities: Approach, Architecture, and Implementation.
    Chemical Engineering & Technology| 29, 9, 2019, 1914-1922 Link.

  • Martin Grimmer, Martin Max Röhling, Dennis Kreußel, Simon Ganz

    A Modern and Sophisticated Host Based Intrusion Detection Data Set.
    Proceedings of 16. Deutscher IT-Sicherheitskongress (BSI), 2019 (Hrsg.): IT-Sicherheit als Voraussetzung für eine erfolgreiche Digitalisierung| 2019, 135-145 Link.

  • Martin Max Röhling, Martin Grimmer, Dennis Kreußel, Jörn Hoffmann, Bogdan Franczyk

    Standardized container virtualization approach for collecting host intrusion detection data.
    Proceedings of the 2019 Federated Conference on Computer Science and Information Systems. M. Ganzha, L. Maciaszek, M. Paprzycki (eds). ACSIS| 18, 2019, 459-463 Link.

  • Markus Ulbricht

    Understanding Inconsistency: A Contribution to the Field of Non-monotonic Reasoning.
    Universität Leipzig| 2019 Link.

  • Shahbaz Syed, Michael Völske, Nedim Lipka, Benno Stein, Hinrich Schütze and Martin Potthast

    Towards Summarization for Social Media - Results of the TL;DR Challenge.
    12th International Natural Language Generation Conference (INLG 2019)| 2019, 523–528 Link.

  • Daniel Obraczka, Axel-Cyrille Ngonga Ngomo

    Dragon: Decision Tree Learning for Link Discovery.
    International Conference on Web Engineering ICWE 2019: Web Engineering| 2019, 441-456 Link.

  • Christopher Rost, Andreas Thor, Erhard Rahm

    Temporal Graph Analysis using Gradoop.
    Proc. BTW workshops, Lecture Notes in Informatics (LNI)| 2019, 109-118 10.18420/btw2019-ws-11 .

  • Erhard Rahm, Theo Härder

    Editorial.
    Datenbankspektrum| 19, 1, 2019, 1-3 Link.

  • Matthias Kricke, Eric Peukert, Erhard Rahm

    Graph data transformations in GRADOOP.
    Proc. BTW| 2019, 3 Link.

  • Daniel Obraczka, Alieh Saeedi, Erhard Rahm

    Knowledge Graph Completion with FAMER.
    Proc. KDD workshop on Data Integration to Knowledge Graphs (DI2KG)| 2019 Link.

  • Martin Franke, Ziad Sehili, Erhard Rahm

    PRIMAT: a toolbox for fast privacy-preserving matching.
    PVLDB| 12, 12, 2019, 1826–1829 10.14778/3352063.3352076 .

  • Christopher Rost, Andreas Thor, Philip Fritzsche, Kevin Gomez and Erhard Rahm

    Evolution Analysis of Large Graphs with Gradoop.
    Proc. of Intl. Workshop on Advances in managing and mining large evolving graphs (LEG@ECML-PKDD)| 2019 Link.

  • Victor Christen, Peter Christen, Erhard Rahm

    Informativeness-Based Active Learning for Entity Resolution.
    Proc. International Workshop on Data Integration and Applications(DINA@ECML-PKDD)| 2019 Link.

  • Johannes Frey, Marvin Hofer, Daniel Obraczka, Jens Lehmann, Sebastian Hellmann

    DBpedia FlexiFusion the Best of Wikipedia > Wikidata > Your Data.
    The Semantic Web – ISWC 2019| 2019, 96-112 Link.

  • Erhard Rahm, Wolfgang E. Nagel, Eric Peukert, René Jäkel, Fabian Gärtner, Peter F. Stadler, Daniel Wiegreffe, Dirk Zeckzer, Wolfgang Lehner

    Big Data Competence Center ScaDS Dresden/Leipzig: Overview and selected research activities.
    Datenbank-Spektrum| 19, 2019, 5-16 10.1007/s13222-018-00303-6 .

  • Martin Hahmann, Claudio Hartmann, Lars Kegel, Wolfgang Lehner

    Large-Scale Time Series Analytics, Novel Approaches for Generation and Prediction.
    Datenbank-Spektrum | 19, 2019, 17-29 Link.

  • Martin Franke, Marcel Gladbach, Ziad Sehili, Florens Rohde & Erhard Rahm

    ScaDS Research on Scalable Privacy-preserving Record Linkage.
    Datenbank-Spektrum | 19, 2019, 31–40 10.1007/s13222-019-00305-y .

  • Gerhard Heyer, Jochen Tiepmar

    A Big Data Case Study in Digital Humanities: Creating a Performance Benchmark for Canonical Text Services.
    Datenbank-Spektrum| 19, 2019, 1–9 Link.

  • M. Ali Rostami, Matthias Kricke, Eric Peukert, Stefan Kühne, Moritz Wilke, Steffen Dienst, Erhard Rahm

    BIGGR: Bringing Gradoop to Applications.
    Datenbank-Spektrum| 19, 1, 2019, 51-60 Link.

  • M. Ali Rostami, Eric Peukert, Moritz Wilke, Erhard Rahm

    Big graph analysis by visually created workflows.
    BTW| 2019 .

  • Fabian Gärtner, Peter F. Stadler

    Direct Superbubble Detection.
    Algorithms 2019| 12, 4, 2019 10.3390/a12040081 .

  • Taras Lazariv, Christoph Lehmann

    Goodness-of-Fit Tests for Large Data Sets.
    Symposium on Data Science and Statistics, Bellevue, Washington| 2019, May/June .

  • Elvis Koci, Dana Kuban, Nico Luettig, Dominik Olwig, Maik Thiele, Julius Gonsior, Oscar Romero, and Wolfgang Lehner

    Xlindy: Interactive recognition and information extraction in spreadsheets.
    ACM Symposium on Document Engineering (DocEng ’19)| 2019 10.1145/3342558.3345409 .

  • Elvis Koci, Maik Thiele, Josephine Rehak, Oscar Romero, and Wolfgang Lehner

    Deco: A dataset of annotated spreadsheets for layout and table recognition.
    15th IAPR International Conference on Document Analysis and Recognition (ICDAR'19)| 2019 .

  • Ferdinand Maiwald, Jonas Bruschke, Christoph Lehmann and Florian Niebling

    A 4D information system for the exploration of multitemporal images and maps using photogrammetry, web technologies and VR/AR.
    Virtual Archaeology Review| 10, 21, 2019, 1-13 .

  • Siavash Ghiasvand

    uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems.
    ICPRAM| 2019 10.5220/0007582208520859 .

  • Siavash Ghiasvand, Florina M. Ciorba

    Anomaly Detection in High Performance Computers: A Vicinity Perspective.
    ISPDC| 2019 10.1109/ISPDC.2019.00024 .

  • Jan Frenzel, René Jäkel

    Job Performance Overview of Apache Flink and Apache Spark Applications.
    Research Poster at The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC19)| 2019 Link.

  • Steffen Staab, Jens Lehmann, Ruben Verborgh

    Structured Knowledge on the Web 7.0.
    WWW (Companion Volume) | 2018, 885-886 .

  • Gezim Sejdiu, Ivan Ermilov, Mohamed Nadjib Mami, Jens Lehmann

    STATisfy Me: What Are My Stats?.
    ISWC (P&D/Industry/BlueSky) | 2018 .

  • Gezim Sejdiu, Ivan Ermilov, Jens Lehmann, Mohamed Nadjib Mami

    DistLODStats: Distributed Computation of RDF Dataset Statistics.
    ISWC| 2018, 206-222 .

  • Mohnish Dubey, Debayan Banerjee, Debanjan Chaudhuri, Jens Lehmann

    EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs.
    ISWC | 1, 2018, 108-126 .

  • Debayan Banerjee, Mohnish Dubey, Debanjan Chaudhuri, Jens Lehmann

    Joint Entity and Relation Linking Using EARL.
    ISWC (P&D/Industry/BlueSky)| 2018 .

  • Muhammad Saleem, Qaiser Mehmood, Claus Stadler, Jens Lehmann, Axel-Cyrille Ngonga Ngomo

    Generating SPARQL Query Containment Benchmarks Using the SQCFramework.
    ISWC (P&D/Industry/BlueSky)| 2018 .

  • Hamid Zafar, Giulio Napolitano, Jens Lehmann

    Deep Query Ranking for Question Answering over Knowledge Bases.
    ECML/PKDD| 3, 2018, 635-638 .

  • Diego Collarana, Timm Heuss, Jens Lehmann, Ioanna Lytra, Gaurav Maheshwari, Rostislav Nedelchev, Thorsten Schmidt, Priyansh Trivedi

    A Question Answering System on Regulatory Documents.
    JURIX| 2018, 41-50 .

  • Claus Stadler, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Jens Lehmann

    Efficiently Pinpointing SPARQL Query Containments.
    ICWE| 2018, 210-224 .

  • Patrick Westphal, Javier D. Fernández, Sabrina Kirrane, Jens Lehmann

    SPIRIT: A Semantic Transparency and Compliance Stack.
    SEMANTICS Posters&Demos| 2018 .

  • Damien Graux, Gezim Sejdiu, Hajira Jabeen, Jens Lehmann, Danning Sui, Dominik Muhs, Johannes Pfeffer

    Profiting from Kitties on Ethereum: Leveraging Blockchain RDF with SANSA..
    SEMANTICS Posters&Demos| 2018 .

  • Harsh Thakkar, Dharmen Punjani, Jens Lehmann, Sören Auer

    Two for one: querying property graph databases using SPARQL via gremlinator.
    GRADES/NDA@SIGMOD/PODS| 2018, 12:1-12:5 .

  • Hamid Zafar, Giulio Napolitano, Jens Lehmann

    Formal Query Generation for Question Answering over Knowledge Bases.
    ESWC| 2018, 714-728 .

  • Hajira Jabeen, Rajjat Dadwal, Gezim Sejdiu, Jens Lehmann

    Divided We Stand Out! Forging Cohorts fOr Numeric Outlier Detection in Large Scale Knowledge Graphs (CONOD).
    EKAW| 2018, 534-548 .

  • Najmeh Mousavi Nejad, Simon Scerri, Jens Lehmann

    KnIGHT: Mapping Privacy Policies to GDPR.
    EKAW| 2018, 258-272 .

  • Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann, Asja Fischer:

    Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge.
    CoNLL| 2018, 497-507 .

  • Ali Ismayilov, Dimitris Kontokostas, Sören Auer, Jens Lehmann, Sebastian Hellmann

    Wikidata through the eyes of DBpedia.
    Semantic Web| 9, 4, 2018, 493-503 .

  • Maribel Acosta, Amrapali Zaveri, Elena Simperl, Dimitris Kontokostas, Fabian Flöck, Jens Lehmann

    Detecting Linked Data quality issues via crowdsourcing: A DBpedia study.
    Semantic Web | 9, 3, 2018, 303-335 .

  • Diego Esteves, Anisa Rula, Aniketh Janardhan Reddy, Jens Lehmann

    Toward Veracity Assessment in RDF Knowledge Bases: An Exploratory Analysis.
    ACM J. Data Inf. Qual. | 9, 3, 2018, 16:1-16:26 .

  • Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz Karch, Manual Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, Thomas Ertl

    2016 IEEE Scientific Visualization Contest Winner – Visual and Structural Analysis of Point-based Simulation Ensembles.
    IEEE Computer Graphics and Applications | 38, 3, 2018, May / June, 106 - 117 10.1109/MCG.2017.3301120 .

  • Martin Grimmer, Martin M. Röhling, Matthias Kricke, Bogdan Franczyk, Erhard Rahm

    Intrusion Detection on System Call Graphs.
    Proceedings of DFN-CERT, DFN-Konferenz "Sicherheit Systemen" 25 (Hrsg.): Sicherheit in vernetzten Systemen, S. G1-G18, DFN-CERT Services GmbH| 2018 Link.

  • Daniel Wiegreffe, Daniel Alexander, Peter F. Stadler, Dirk Zeckzer

    RNApuzzler: Efficient Outerplanar Drawing of RNA-Secondary Structures.
    Bioinformatics| 2018, 817 .

  • Daniel Wiegreffe, Lydia Müller, Jens Steuck, Dirk Zeckzer, Peter F. Stadler

    The Sierra Platinum Service for generating peak-calls for replicated ChIP-seq experiments.
    BMC research notes| 11, 1, 2018, 512 .

  • Dirk Zeckzer, Daniel Wiegreffe, Lydia Müller

    Analyzing Histone Modifications Using Tiled Binned Clustering and 3D Scatter Plots.
    In 26th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision| 2018 .

  • Jochen Tiepmar

    Implementation and Evaluation of the Canonical Text Service Protocol as Part of a Research Infrastructure in the Digital Humanities..
    PhD Thesis, Leipzig University.| 2018 Link.

  • NORMAN SPANGENBERG, CHRISTOPH AUGENSTEIN, BOGDAN FRANCZYK, MORITZ WILKE

    Online Surgery Rescheduling - A Data-driven Approach for Real-time Decision Support.
    ICEIS| 2018 .

  • Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Moritz Wilke

    Implementation of a Situation Aware and Real-Time Approach for Decision Support in Online Surgery Scheduling.
    CBMS| 2018 .

  • DAVID GEORG REICHELT, STEFAN KÜHNE

    How to Detect Performance Changes in Software History: Performance Analysis of Software System Versions.
    Companion of the 2018 ACM/SPEC International Conference on Performance Engineering| 2018, April 10.1145/3185768.3186404 Link.

  • David Georg Reichelt, Stefan Kühne

    Better Early Than Never: Performance Test Acceleration by Regression Test Selection..
    Companion of the 2018 ACM/SPEC International Conference on Performance Engineering| 2018, April 10.1145/3185768.3186289 Link.

  • Lars-Peter Meyer, Jan Frenzel, Eric Peukert, René Jäkel, Stefan Kühne

    Big Data Services: Erfahrungen im Big-Data-Kompetenzzentrum.
    In Meyer K., Klingner S., Zinke C. (eds) Service Engineering. Springer Vieweg, Wiesbaden| 2018 Link.

  • Atia B. Memon, Kyrill Meyer, Michael Thieme, Lars-Peter Meyer

    Inter-InnoLab collaboration. An investigation of the diversity and interconnection among Innovation Laboratories..
    Journal of Engineering and Technology Management| 47, 2018, 1-21 Link.

  • Jan Frenzel, Yedhu Sastri, Christoph Lehmann, Taras Lazariv, René Jäkel, Wolfgang E. Nagel

    A Generalized Service Infrastructure for Data Analytics.
    4th IEEE International Conference on Big Data Computing Service and Applications| 2018 Link.

  • Jan Frenzel, Kim Feldhoff, Renè Jäkel, Ralph Müller-Pfefferkorn

    Tracing of Multi-Threaded Java Applications in Score-P Using Bytecode Instrumentation.
    ARCS 2018: 31st GI/ITG International Conference on Architecture of Computing Systems - Workshop Proceedings| 2018, April Link.

  • Steffen Dienst, Anna Kipp, Tobias Kötter, Stefan Kühne

    Analyse großer Graph-Daten mit Gradoop und KNIME.
    Bitkom Big-Data.AI Summit 2018 – Data-driven Business Innovations for the Digital World| 2018 .

  • Fabian Gärtner, Christian Siederdissen, Lydia Müller, Peter F. Stadler

    Coordinate systems for supergenomes.
    Algorithms for Molecular Biology| 13, 1, 2018, 15 10.1186/s13015-018-0133-4 Link.

  • Susanne N. Gröbner, Barbara C. Worst et al

    The landscape of genomic alterations across childhood cancers.
    Nature| 555, 2018, February, 321–327 Link.

  • Sebastian Canzler, Peter F. Stadler, Jana Schor

    The fungal snoRNAome.
    RNA| 24, 3, 2018, 342-360 10.1261/rna.062778.117 Link.

  • Alyssa D. Lokits, Henrike Indrischek, Jens Meiler, Heidi E. Hamm, Peter F. Stadler

    Tracing the evolution of the heterotrimeric G protein α subunit in Metazoa.
    BMC Evolutionary Biology| 18, 1, 2018, April, 51 10.1186/s12862-018-1147-8 Link.

  • Anne Hoffmann, Jörg Fallmann, Elisa Vilardo, Mario Mörl, Peter F. Stadler, Fabian Amman

    Accurate mapping of tRNA reads.
    Bioinformatics| 34, 7, 2018, April, 1116–1124 10.1093/bioinformatics/btx756 Link.

  • Jakob L. Andersen, Rolf Fagerberg, Christoph Flamm, Rojin Kianian, Daniel Merkle, Peter F. Stadler

    Towards Mechanistic Prediction of Mass Spectra Using Graph Transformation.
    MATCH Commun. Math. Comput. Chem| 80, 2018, 705-731 Link.

  • Sonja J. Prohaska, Sarah J. Berkemer, Fabian Gärtner, Thomas Gatter, Nancy Retzlaff, The Students of the Graphs and Biological Networks Lab 2017, Christian Höner zu Siederdissen, Peter F. Stadler

    Expansion of gene clusters, circular orders, and the shortest Hamiltonian path problem.
    Journal of Mathematical Biology| 77, 2, 2018, August, 313–341 Link.

  • Kai Kamm, Hans-Jürgen Osigus, Peter F. Stadler, Rob DeSalle, Bernd Schierwater

    Trichoplax genomes reveal profound admixture and suggest stable wild populations without bisexual reproduction.
    Scientific Reports| 8, 2018 Link.

  • Maria Waldl, Bernhard C. Thiel, Roman Ochsenreiter, Alexander Holzenleiter, João Victor de Araujo Oliveira, Maria Emília M. T. Walter, Michael T. Wolfinger, Peter F. Stadler

    TERribly Difficult: Searching for Telomerase RNAs in Saccharomycetes.
    Genes| 9, 8, 2018, 372 10.3390/genes9080372 Link.

  • Tanmoy Bhattacharya, Nancy Retzlaff, Damián E Blasi, William Croft, Michael Cysouw, Daniel Hruschka, Ian Maddieson, Lydia Müller, Eric Smith, Peter F. Stadlerl, George Starostin, Hyejin Youn

    Studying language evolution in the age of big data.
    Journal of Language Evolution| 3, 2, 2018, July, 94–129 .

  • David G. Reichelt, Lars-Peter Meyer, Stefan Kühne

    Better a Microbenchmark on a Cluster than a User at the Office - Flink Cluster Benchmarking..
    SSP Proceedings| 2018 Link.

  • Elvis Koci, Maik Thiele, Wolfgang Lehner, Oscar Romero

    Table Recognition in Spreadsheets via a Graph Representation..
    DAS| 2018, 139-144 .

  • Jochen Tiepmar

    Big Data and Digital Humanities. Archives of Data Science.
    Archives of Data Science, Series A (Online First)| 5, 1, 2018 Link.

  • Andreas Gocht, Christoph Lehmann, Robert Schöne

    A New Approach for Automated Feature Selection.
    IEEE International Conference on Big Data (Big Data)| 2018, 4915-4920 .

  • Ulrich von Zadow, Raimund Dachselt

    Visualizing Group Interaction at Large Wall Displays.
    In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI '17, Denver, CO, USA, ACM| 2017, 2639-2647 .

  • Sebastian Volke, Dirk Zeckzer, Martin Middendorf, Gerik Scheuermann

    Visualizing Topological Properties of the Search Landscape of Combinatorial Optimization Problems.
    Topological Methods in Data Analysis and Visualization IV: Theory, Algorithms, and Applications| 4, 2017, 69-85 .

  • Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm

    Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges.
    Big Data Handbook (eds.: S. Sakr, A. Zomaya) ,Springer| 2017 Link.

  • Sunna Torge, René Jäkel, Dmitrij Schlesinger, Michael Frenzel

    Deep Learning and High Performance Computing.
    Fourth Edinburgh Deep Learning Workshop| 2017 .

  • Jochen Tiepmar, Gerhard Heyer

    An humanistsic overview of Canonical Text Services.
    International Journal of Language and Linguistics| 2017 Link.

  • Oliver Swoboda

    Serverseitige Aggregation von Zeitreihendaten in verteilten NoSQL-Datenbanken.
    BTW (Workshops), GI| 2017, 365-373 Link.

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Temporal Focus+Context for Clusters in Particle Data.
    Presentation at VMV| 2017, September Link.

  • Bärbel M.R. Stadler, Peter F. Stadler

    Oriented Components and their Separations.
    Applied General Topology| 2017 .

  • Norman Spangenberg, Bogdan Franczyk, Moritz Wilke

    A Big Data architecture for intra-surgical remaining time predictions.
    Proceedings of the International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH)| 2017 .

  • Norman Spangenberg, Martin Roth, Bogdan Franczyk, Stefan Mutke

    Big Data in der Logistik - Ein ganzheitlicher Ansatz für die datengetriebene Logistikplanung, -überwachung und -steuerung.
    Industrie 4.0 Management | 33, 2017 .

  • Norman Spangenberg, Christoph Augenstein, Bogdan Franczyk, Martin Wagner, Martin Apitz, Hannes Kenngott

    Method for intrasurgical phase detection by using real-time medical device data.
    Proceedings of International Conference on Computer-based Medical Systems| 2017 10.1109/CBMS.2017.65 .

  • Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmueller

    Crowd Sourcing Image Segmentation with iaSTAPLE.
    ISBI| 2017 Link.

  • Yedhu Sastri, Kim Feldhoff, Jörn Starruß, René Jäkel, Ralph Müller-Pfefferkorn

    A Workflow for the Integral Performance Analysis of Cloud Applications Using Monitoring and Tracing Techniques.
    ICCBDC| 2017 .

  • Alieh Saeedi, Eric Peukert, Erhard Rahm

    Comparative Evaluation of Distributed Clustering Schemes for Multi-source Entity Resolution.
    Proc. ADBIS, LNCS| 9, 2017 .

  • Karsten Rink, Ariane Middel, Dirk Zeckzer, Roxana Bujack

    Visual Eddy Analysis of the Agulhas Current.
    Visualization in Environmental Sciences| 2017 Link.

  • Florian Pretzsch

    Duplikaterkennung in der Graph-Processing-Platform GRADOOP.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW), Lecture Notes in Informatics(LNI)| 2017 Link.

  • ANDRÉ PETERMANN, Martin Junghanns, Erhard Rahm

    DIMSpan - Transactional Frequent Subgraph Mining with Distributed In-Memory Dataflow Systems.
    Proc. International Conference on Big Data Computing, Applications and Technologies (BDCAT)| 2017 Link.

  • ANDRÉ PETERMANN

    Graph Pattern Mining for Business Decision Support.
    VLDB PhD Workshop| 8, 2017 .

  • ANDRÉ PETERMANN, Giorgio Micale, Martin Junghanns, Erhard Rahm et al

    Mining and Ranking of Generalized Multi-Dimensional Frequent Subgraphs.
    Proc. Int.Conf. on Digital Information Management (ICDIM)| 2017 .

  • Alexandre Paschoal, Irma Lozada-Chavez, Douglas Domingues

    ceRNAs in plants: computational approaches and associated challenges for target mimics research.
    Briefings in Bioinformatics| 2017 10.1093/bib/bbx058 .

  • Markus Nentwig, Anika Groß, Maximilian Möller, Erhard Rahm

    Distributed Holistic Clustering on Linked Data.
    Proc. OTM 2017 - Confederated International Conferences: CoopIS, C&TC, and ODBASE, LNCS 10574| 2017, 371-382 .

  • Pascal Nardini, Michael Böttinger, Gerik Scheuermann, Martin Schmidt

    Visual Study of the Benguela Upwelling System using Pathline Predicates.
    Visualization in Environmental Sciences| 2017 .

  • Matthias Kricke, Martin Grimmer, Michael Schmeißer

    Preserving Recomputability of Results from Big Data Transformation Workflows Depending on External Systems and Human Interactions.
    Datenbank-Spektrum| 17, 2, 2017 .

  • Matthias Kricke, Martin Grimmer, Michael Schmeißer

    Preserving Recomputability of Results from Big Data Transformation Workflows.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW), Lecture Notes in Informatics(LNI), GI | 2017 Link.

  • Matthias Kricke, Martin Grimmer, Martin Junghanns, Eric Peukert, Erhard Rahm

    Data-Science-Challenge: Graph-based analysis and demand prediction for bike rentals.
    BTW| 2017 .

  • Ulrike Kister, Konstantin Klamka, Christian Tominski, Raimund Dachselt

    GraSp: Combining Spatially-aware Mobile Devices and a Display Wall for Graph Visualization and Interaction.
    Computer Graphics Forum (Proceedings of Eurographics/IEEE EuroVis| 2017 .

  • Lars Kegel, Martin Hahmann, Wolfgang Lehner

    Generating What-If Scenarios for Time Series Data.
    Proceedings of the 29th International Conference on Scientific and Statistical Database Management (SSDBM '17), New York, NY, USA| 2017 .

  • Stephan Kemper, ANDRÉ PETERMANN, Martin Junghanns

    Distributed FoodBroker: Skalierbare Generierung graphbasierter Geschaftsprozessdaten.
    BTW (Workshops), GI| 2017, 105-110 Link.

  • Martin Junghanns, Max Kießling, Alex Averbuch, ANDRÉ PETERMANN, Erhard Rahm

    Cypher-based Graph Pattern Matching in Gradoop.
    ACM SIGMOD workshop on Graph Data Management Experiences and Systems (GRADES)| 5, 2017 Link.

  • Martin Junghanns, André Petermann, Niklas Teichmann, Erhard Rahm

    The Big Picture: Understanding large-scale graphs using Graph Grouping with GRADOOP.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2017 Link.

  • Martin Junghanns, André Petermann, Erhard Rahm

    Distributed Grouping of Property Graphs with GRADOOP.
    Proc. Datenbanksysteme für Business, Technologie und Web (BTW)| 2017 Link.

  • Martin Junghanns, André Petermann, Martin Neumann, Erhard Rahm

    Management and Analysis of Big Graph Data: Current Systems and Open Challenges.
    Big Data Handbook (eds.: S. Sakr, A. Zomaya) , Springer| 2017 Link.

  • Pascal Hirmer, Tim Waizenegger, Ghareeb Falazi, Majd Abdo, Yuliya Volga, Alexander Askinadze, Matthias Liebeck, Stefan Conrad, Tobias Hildebrandt, Conrad Indiono, Stefanie Rinderle-Ma, Martin Grimmer, Matthias Kricke, Eric Peukert

    The First Data Science Challenge at BTW 2017.
    Datenbank-Spektrum| 17.2, 2017 10.1007/s13222-017-0263-8 .

  • Robert Hecht, Matthias Kalla, Tobias Krüger

    Crowd-sourced data collection to support automatic classification of building footprint data.
    Proceedings of the 28th International Cartographic Conference (ICC2017), Washington DC, USA| 2017, July 1-8th .

  • Sebastian Grottel, Christoph Müller, Joachim Staib, Stefan Gumhold

    Extraction and Visualization of Structure-Changing Events in Molecular Dynamics Data.
    Proceedings of TopoInVis Workshop| 2017 .

  • Till Grallert, Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Digital Muqtabas CTS Integration in CLARIN.
    In CLARIN Annual Conference| 2017 Link.

  • Jan Frenzel, Kim Feldhoff, René Jäkel, Ralph Müller-Pfefferkorn

    Tracing of Multi-Threaded Java Applications in Score-P Using JVMTI and User Instrumentation.
    PARS| 2017 .

  • Daniel Gerighausen, Lydia Müller, Jens Steuck, Dirk Zeckzer, Peter F. Stadler

    The Sierra Platinum Service for Generating Peak-Calls for Replicated ChIP-Seq Experiments.
    BMC Research Notes (under review)| 2017 .

  • Daniel Gerighausen, Alrik Hausdorf, Sebastian Zänker, Dirk Zeckzer

    iDotter – an interactive dot plot viewer.
    WSCG| 2017 .

  • Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan

    Separated Random Number Generators for Virtual Machines.
    Proc. 47. Jahrestagung der Gesellschaft für Informatik e.V. (GI)| 2017 .

  • Victor Christen, Anika Groß, Jeffrey Fisher, Qing Wang, Peter Christen, Erhard Rahm

    Temporal group linkage and evolution analysis for census data.
    Proc. 19th Int. Conf. on Extending Database Technology (EDBT), Venice| 2017 .

  • Bärbel M.R. Stadler, Peter F. Stadler

    Oriented Components and their Separations.
    Applied General Topology| 2017 .

  • Wolfgang Amann

    Vergleich und Evaluation von RDF-on-Hadoop-Lösungen.
    Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW) 2017 Lecture Notes in Informatics(LNI), GI| 2017 Link.

  • Ali Yazbeck, Kifah R. Tout, Peter F. Stadler, Jana Hertel

    Towards a Consistent, Quantitative Evaluation of MicroRNA Evolution.
    J. Integrative Bioinformatics| 2017 .

  • Alexandre Paschoal, Irma Lozada-Chavez, Douglas Domingues

    ceRNAs in plants: computational approaches and associated challenges for target mimics research.
    Briefings in Bioinformatic| 2017 .

  • Ahmad Ahmadov, Maik Thiele, Wolfgang Lehner, Robert Wrembel

    Context Similarity for Retrieval-Based Imputation.
    International Symposium on Foundations and Applications of Big Data Analytics, Sydney, Australia| 2017, August 1-3 .

  • Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner

    Table Identification and Reconstruction in Spreadsheets.
    CAiSE| 2017, 527-541 .

  • Dirk Zeckzer, Daniel Gerighausen, Lydia Müller

    Analyzing Histone Modifications in iPS Cells Using Tiled Binned 3D Scatter Plots.
    International Symposium on Big Data Visual Analytics, Sydney, Australia| 2016 .

  • Annie Waldherr, Gerhard Heyer, Patrick Jähnichen, Gregor Wiedemann, Andreas Niekler

    Mining big data with computational methods.
    Political communication in the online world: Theoretical approaches and research designs., New York, Routledge| 2016 .

  • Dinusha Vatsalan, Peter Christen, Erhard Rahm

    Scalable privacy-preserving linking of multiple databases using Counting Bloom filters.
    Proc. ICDM workshop on Privacy and Discrimination in Data Mining (PDDM)| 2016 .

  • Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

    Quality measures for ETL processes: from goals to implementation.
    Concurrency and Computation: Practice and Experience| 28, 2016 Link.

  • Robert Ulbricht, Claudio Hartmann,Martin Hahmann, Hilko Donker, Wolfgang Lehner

    Web-based Benchmarks for Forecasting Systems: The ECAST Platform.
    SIGMOD Conference, San Francisco, USA, June 26 – July 1| 2016 .

  • Christian Tominski, Stefan Gladisch, Heidrun Schumann, Ulrike Kister, Raimund Dachselt

    Interactive Lenses for Visualization: An Extended Survey.
    Computer Graphics Forum| 2016, 1-28 .

  • Jochen Tiepmar

    Canonical Text Services in CLARIN - Reaching out to the Digital Classics and beyond (talk).
    CLARIN Annual Conference| 2016 Link.

  • Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Integrating Canonical Text Services into CLARIN's Search Infrastructure.
    Linguistics and Literature Studies| 5, 2016, 99 - 104 10.13189/lls.2017.050205 .

  • Jochen Tiepmar, Thomas Eckart, Dirk Goldhahn, Christoph Kuras

    Canonical Text Services in CLARIN: Reaching out to the Digital Classics and beyond.
    CLARIN Annual Conference| 2016 Link.

  • Jochen Tiepmar

    CTS Text Miner: Text Mining Framework based on the Canonical Text Service Protocol.
    Proceedings of the 4th Workshop on the Challenges in the Management of Large Corpora, LREC| 2016, 1 - 17 Link.

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Enhancing Scatterplots with Multi-Dimensional Focal Blur.
    EuroVis| 2016 10.1111/cgf.12877 .

  • Norman Spangenberg

    Development of an information system architecture for online surgery scheduling.
    Business Information Systems: 18th International Conference, BIS 2015, Poznań, Poland, June 24-26, 2015, Proceedings, W. Abramowicz, Ed. Springer International Publishing, Cham| 2016, 28-37 .

  • Hendrik Sollich, Pavel Tomancak, Ulrich von Zadow, Raimund Dachselt, Tobias Pietzsch

    Exploring Time-dependent Scientific Data Using Spatially Aware Mobiles and Large Displays.
    Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016, 349-354 .

  • Ziad Sehili, Erhard Rahm

    Speeding up Privacy Preserving Record Linkage for Metric Space Similarity Measures.
    Datenbank-Spektrum| 2016, 1-10 10.1007/s13222-016-0222-9 Link.

  • Daniel Schemala, Dmitrij Schlesinger, Peter Winkler et al

    Semantic segmentation of settlement patterns in gray-scale map images using RF and CRF within an HPC environment.
    GEOBIA 2016 conference proceedings| 14-16, 2016, September .

  • Alexander Sauer

    Aufbereitung, Auswertung und Visualisierung der Ergebnisse von Wasserhaushaltssimulationen für Sachsen mit ArcEGMO auf Basis von 10 alternativen Klimaprojektionen.
    Thinh, N.X. (Hrsg.) Modeling and Simulation of Ecosystems. Rhombos-Verlag, Berlin| 2016, 21-35 .

  • David L. Richmond, Dagmar Kainmueller, Michael Y. Yang, Eugene W. Myers, Carsten Rother

    Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation.
    BMVC| 2016 Link.

  • Martin Reckziegel, Stefan Jänicke, Gerik Scheuermann

    CTRaCE: Canonical Text Reader and Citation Exporter.
    Digital Humanities 2016: Conference Abstracts. Jagiellonian University & Pedagogical University, Kraków| 2016, 869-871 .

  • Erhard Rahm

    The Case for Holistic Data Integration.
    Proc. ADBIS Conf.| 2016, August .

  • Erhard Rahm

    Big Data Analytics (Editorial).
    Information Technology Special Issue: Big Data Analytics| 8, 2016 .

  • Hans D. Pogrzeba, Jochen Tiepmar, Gerhard Heyer

    Visualisierungen für CTS Text Miner.
    Anwendungen Linguistische Informatik - Seminar, Leipzig| 2016 Link.

  • Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben B. Pedersen, Christian Thomsen

    Efficient Approximate OLAP Querying Over Time Series.
    20th International Database Engineering & Applications Symposium (IDEAS ‘16), Montreal, Canada| 2016, July, 11-13 10.1145/2938503.2938526 .

  • Andre Petermann, Martin Junghanns

    Scalable Business Intelligence with Graph Collections.
    Information Technology Special Issue: Big Data Analytics| 8, 2016 .

  • Andre Petermann, Martin Junghanns, Stephan Kemper, Kevin Gomez, Niklas Teichmann, Erhard Rahm

    Graph Mining for Complex Data Analytics.
    Proc. ICDM| 2016 Link.

  • Markus Nentwig, Michael Hartung, Axel-Cyrille N. Ngomo, Erhard Rahm

    A Survey of Current Link Discovery Frameworks.
    Semantic Web Journal| 2016 10.3233/SW-150210 .

  • Markus Nentwig, Anika Groß, Erhard Rahm

    Holistic Entity Clustering for Linked Data.
    Proc. IEEE International Conference on Data Mining Workshop, ICDMW| 2016 Link.

  • Siva K. Mustikovela, Michael Y. Yang, Carsten Rother

    Can Ground Truth Label Propagation from Video help Semantic Segmentation?.
    Video Segmentation Workshop, ECCV| 2016 Link.

  • Lydia Müller, Daniel Gerighausen, Mariam Farman, Dirk Zeckzer

    Sierra platinum: a fast and robust peak-caller for replicated ChIP-seq experiments with visual quality-control and -steering.
    BMC Bioinformatics| 17, 1, 2016, September, 1-13 .

  • Ricardo Langner, Ulrich von Zadow, Tom Horak, Annett Mitschick, Raimund Dachselt

    FlowTransfer: Content Sharing Between Spatially-Aware Mobile Phones and Large Vertical Displays Supporting Collaborative Work.
    Collaboration Meets Interactive Spaces, Springer International Publishing| 2016, 75-96 .

  • David C. Krakauer, Lydia Müller, Sonja J. Prohaska, Peter F. Stadler

    Design Specifications for Cellular Regulation.
    Theory Bioscience| 135, 2016, 231-240 .

  • Ulrike Kister, Patrick Reipschläger, Raimund Dachselt

    MultiLens: Fluent Interaction with Multi-Functional Multi-Touch Lenses for Information Visualization.
    Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016, 139-148 .

  • Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

    Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization.
    NIPS| 2016 Link.

  • Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. Torr, Carsten Rother

    Joint Training of Generic CNN-CRF Models with Stochastic Optimization.
    ACCV| 2016 10.1007/978-3-319-54184-6_14 Link.

  • Lars Kegel, Martin Hahmann, Wolfgang Lehner

    Template-based Time Series Generation with Loom.
    19th International Conference on Extending Database Technology (EDBT/ICDT Workshops), Bordeaux, France| 2016, March, 15-18 Link.

  • Martin Junghanns, André Petermann, Niklas Teichmann, Kevin Gómez, Erhard Rahm

    Analyzing Extended Property Graphs with Apache Flink.
    SIGMOD workshop on Network Data Analytics (NDA)| 7, 2016 Link.

  • René Jäkel, Ralph Müller-Pfefferkorn, Michael Kluge, Richard Grunzke, Wolfgang E. Nagel

    Architectural Implications for Exascale based on Big Data Workflow Requirements.
    Big Data & HPC| 2016 .

  • Robert Höhne, Joachim Staib

    Multi-scale visualisation: Key to an enhanced understanding of materials.
    Carbon Composites Magazin| 4, 2016 .

  • Jörn Hoffmann, Dirk Zeckzer, Martin Bogdan

    Using FPGAs to Accelerate Myers Bit-Vector Algorith.
    XIV Mediterranian Conference on Medical and Biological Engineering and Computing, IFMBE Proceedings, Springer, Heidelberg| 2016, 529 -535 .

  • Hendrik Herold, Robert Hecht, Gotthard Meinel

    Old maps for land use change monitoring: Analysing historical maps for long-term land use change monitoring.
    In: van Dijk, T. C.; Schommer, C. (Hrsg.) Proceedings of the International Workshop Exploring Old Maps (EOM 2016), University of Luxembourg, Esch-sur-Alzette, Luxembourg| 2016, 11-12 .

  • Martin Hahmann, Claudio Hartmann, Lars Kegel, Dirk Habich, Wolfgang Lehner

    Big by blocks: modular analytics.
    Information Technology| 58, 4, 2016, 176-185 10.1515/itit-2016-0003 .

  • Richard Grunzke, Volker Hartmann, Thomas Jejkal, Aline Deicke, Alexander Hoffmann, Torsten Schrade, Sonja Herres-Pawlis, Rainer Stotzka, Wolfgang E. Nagel

    Towards a Metadata-driven Multi-community Research Data Management Service.
    8th International Workshop on Science Gateways (IWSG)| 2016 .

  • Richard Grunzke, Jens Krüger, René Jäkel, Wolfgang E. Nagel, Sonja Herres-Pawlis, Alexander Hoffmann

    Metadata Management in the MoSGrid Science Gateway: Evaluation and the Expansion of Quantum Chemistry Support.
    Journal of Grid Computing| 2016, 1-13 .

  • Richard Grunzke, Florian Jug, Bernd Schuller, René Jäkel, Gene Myers, Wolfgang E. Nagel

    Seamless HPC Integration of Data-intensive KNIME Workflows via UNICORE.
    4th International Workshop on Parallelism in Bioinformatics| 2016 .

  • Patrick Gralka, Sebastian Grottel, Joachim Staib, Karsten Schatz, Grzegorz Karch, Manuel Hirschler, Michael Krone, Guido Reina, Stefan Gumhold, Thomas Ertl

    Visual and Structural Analysis of Point-based Simulation Ensembles.
    IEEE VIS, Scientific Visualization Contest, Winning Entry| 2016 .

  • Sebastian Grottel, Michael Krone, Christoph Müller, Guido Reina, Thomas Ertl

    MegaMol™ - for Fun and Profit.
    Workshop on Visualization in Practice| 2016 .

  • Joachim Staib, Robert Höhne et al

    In Leichtbaustrukturen zoomen Plattform: Unabhängige Visualisierungssoftware vom ILK.
    kunststoffe.de| 2016 Link.

  • Steffen Dienst, Jonas Beseler

    Automatic Anomaly Detection in Offshore Wind SCADA Data.
    Proceedings of WindEurope Summit | 2016 Link.

  • David C. Krakauer, Lydia Müller, Sonja J. Prohaska, Peter F. Stadler

    Design Specifications for Cellular Regulation.
    Th Biosci| 135, 2016, 231-240 10.1007/s12064-016-0239-5 .

  • Muhammad Faisal Cheema, Stefan Janicke, Judith Blumenstein, Gerik Scheuermann

    A Directed Concept Search Environment to Visually Explore Texts Related to User-defined Concept Models.
    Proceedings of the 7th International Conference on Information Visualization Theory and Applications, IVAPP| 2016 Link.

  • Katrin Braunschweig, Maik Thiele, Elvis Koci, Wolfgang Lehner

    Putting Web Tables into Context.
    Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), Porto, Portugal| 9-11, 2016, November Link.

  • Stefano Berto, Alvaro Perdomo-Sabogal, Daniel Gerighausen, Jing Qin, Katja Nowick

    A consensus network of gene regulatory factors in the human frontal lobe.
    Frontiers in Genetics| 2016 .

  • Chris Becker, Jochen Tiepmar, Gerhard Heyer

    Case study: Preparing a TEI corpus for Canonical Text Services.
    Anwendungen Linguistische Informatik - Seminar, Leipzig| 2016 Link.

  • Benjamin Bach, Sheelagh Carpendale, Christopher Collins, Raimund Dachselt, Tim Dwyer, Bongshin Lee

    Immersive Analytics: Exploring Future Interaction and Visualization Technologies for Data Analytics.
    In Companion Proceedings of the 2016 ACM International Conference on Interactive Surfaces and Spaces. ISS '16, Niagara Falls, ON, Canada, ACM| 2016 .

  • Sebastian Volke, Dirk Zeckzer, Gerik Scheuermann, Martin Middendorf

    A Visual Method for Analysis and Comparison of Search Landscapes.
    Genetic and Evolutionary Computation Conference (GECCO) 2015, 07/2015, Madrid, Spain| 2015, 497-504 .

  • Vasileios Theodorou, Alberto Abelló, Maik Thiele, Wolfgang Lehner

    POIESIS: a Tool for Quality-aware ETL Process Redesign.
    Proceedings of the 18th International Conference on Extending Database Technology (EDBT), Brussels, Belgium| 2015, March Link.

  • Jochen Tiepmar

    Release of the MySQL-based implementation of the CTS protocol.
    3rd Workshop on the Challenges in the Management of Large Corpora, Lancaster| 2015 Link.

  • Joachim Staib, Sebastian Grottel, Stefan Gumhold

    Visualization of Particle-based Data with Transparency and Ambient Occlusion.
    EuroVis| 2015 10.1111/cgf.12627 .

  • Norman Spangenberg, Bogdan Franczyk, Martin Roth

    Evaluating new approaches of big data analytics frameworks.
    18th International Conference on Business Information Systems, Poznan| 2015 .

  • NORMAN SPANGENBERG

    Development of an information system architecture for online surgery scheduling.
    Business Information Systems: 18th International Conference, BIS 2015, Poznań, Poland, June 24-26, 2015, Proceedings, W. Abramowicz, Ed. Springer International Publishing, Cham| 2015, 28-37 .

  • Ziad Sehili, Lars Kolb, Christian Borgs, Rainer Schnell, Erhard Rahm

    Privacy Preserving Record Linkage with PPJoin.
    GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW)| 2015 Link.

  • Kasun S. Perera, Martin Hahmann, Wolfgang Lehner, Torben B. Pedersen, Christian Thomsen

    Modeling Large Time Series for Efficient Approximate Query Processing.
    DASFAA 2015 International Workshops. Springer| 2015 .

  • RENÉ JÄKEL, RALPH MÜLLER-PFEFFERKORN, WOLFGANG E. NAGEL

    Execution Environments for Big Data: Challenges for User Centric Scenarios.
    BDEC white paper| 2015 .

  • Konstantin Klamka, Raimund Dachselt

    Elasticcon: Elastic Controllers for Casual Interaction.
    Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services. MobileHCI '15, Copenhagen, Denmark, ACM| 2015, 410-419 .

  • Ulrike Kister, Patrick Reipschläger, Fabrice Matulic, Raimund Dachselt

    BodyLenses: Embodied Magic Lenses and Personal Territories for Wall Displays.
    Proceedings of the 2015 ACM International Conference on Interactive Tabletops and Surfaces. ITS '15, Funchal/Madeira, Portugal, ACM| 2015, 117-126 .

  • Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Dmitrij Schlesinger, Dmitry Vetrov

    Inferring M-Best Diverse Labelings in a Single One.
    ICCV | 2015 .

  • Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother

    Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images.
    ICCV| 2015 .

  • Martin Junghanns, Andre Petermann, Kevin Gomez, Erhard Rahm

    GRADOOP: Scalable Graph Data Management and Analytics with Hadoop.
    Techn. Report, Univ. of Leipzig| 2015, June Link.

  • RENÉ JÄKEL, Ralph Müller-Pfefferkorn, Michael Kluge, Richard Grunzke, Wolfgang E. Nagel

    Architectural Implications for Exascale based on Big Data Workflow Requirements.
    Big Data & HPC| 2015 .

  • Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal

    Exploiting big data in time series forecasting: A cross-sectional approach.
    IEEE International Conference on Data Science and Advanced Analytics, (DSAA 2015), Campus des Cordeliers, Paris, France, October 19-21| 2015 .

  • Benjamin Gaunitz, Martin Roth, Bogdan Franczyk

    Dynamic and Scalable Real-Time Analytics in Logistics: Combining Apache Storm with Complex Event Processing for Enabling New Business Models in Logistics.
    ENASE - 10th International Conference on Evaluation of Novel Software Approaches to Software Engineering, Barcelona| 2015 .

  • Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

    DrillBeyond: processing multi-result open world SQL queries.
    Proceedings of the 27th International Conference on Scientific and Statistical Database Management, ACM| 2015 .

  • Julian Eberius, Maik Thiele, Katrin Braunschweig, Wolfgang Lehner

    Top-k entity augmentation using consistent set covering.
    Proceedings of the 27th International Conference on Scientific and Statistical Database Management, ACM| 2015 Link.

  • Julian Eberius, Katrin Braunschweig, Markus Hentsch, Maik Thiele, Ahmad Ahmadov, Wolfgang Lehner

    Building the Dresden Web Table Corpus: A Classification Approach.
    2nd IEEE/ACM International Symposium on Big Data Computing (BDC 2015), Limassol, Cyprus| 2015, December .

  • Victor Christen, Anika Groß, Julian Varghese, Martin Dugas, Erhard Rahm

    Annotating Medical Forms using UMLS.
    Proc. 11th Intl. Conference on Data Integration in the Life Sciences (DILS)| 2015, July Link.

  • Muhammad F. Cheema, Judith Blumenstein, Gerik Scheuermann

    Modelling Concepts to Improve the Search Capabilities on Ancient Corpora.
    Proceedings of the Digital Humanities| 2015 .

  • Katrin Braunschweig,Maik Thiele, Wolfgang Lehner

    From Web Tables to Concepts: a Semantic Normalization Approach.
    Conceptual Modeling - 34th International Conference, ER 2015, Stockholm, Sweden, October 19-22| 2015 .

  • Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

    Column-specific Context Extraction for Web Tables.
    30th ACM/SIGAPP Symposium on Applied Computing (SAC), Salamanca, Spain| 2015, April, 13-17 Link.

  • Katrin Braunschweig, Maik Thiele, Julian Eberius, Wolfgang Lehner

    Column-specific Context Extraction for Web Tables.
    In 30th ACM/SIGAPP Symposium on Applied Computing (SAC), Salamanca, Spain| 2015, April 10.1145/2695664.2695794 Link.

  • Stefan Jänicke, Annette Geßner, Marco Büchler, Gerik Scheuermann

    Visualizations for Text Re-use.
    Proceedings of the 5th International Conference on Information Visualization Theory and Applications, IVAPP| 2014 .

  • Erhard Rahm, Wolfgang E. Nagel

    ScaDS Dresden/Leipzig: Ein serviceorientiertes Kompetenzzentrum für Big Data.
    Proc. GI-Jahrestagung, LNI| 2014 Link.

  • Ulrich von Zadow, Wolfgang Büschel, Ricardo Langner, Raimund Dachselt

    SleeD: Using a Sleeve Display to Interact with Touch-sensitive Display Walls.
    Proceedings of the 2014 ACM International Conference on Interactive Tabletops and Surfaces. ITS '14, Dresden, Germany, ACM| 2014, 129-138 .

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