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COMPETENCE CENTER
FOR SCALABLE DATA SERVICES
AND SOLUTIONS

2017

  • Amann, W: 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 [PDF]

  • Pretzsch, F.: Duplikaterkennung in der Graph-Processing-Platform GRADOOP. Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW) 2017 Lecture Notes in Informatics(LNI), GI 2017 [PDF]

  • Kricke, M.; Grimmer, M.; Schmeißer, M.: Preserving Recomputability of Results from Big Data Transformation Workflows. Workshop Proceedings Datenbanksysteme für Business, Technologie und Web (BTW) 2017 Lecture Notes in Informatics(LNI), GI 2017 [PDF]

  • Tiepmar, J.; Eckart, T.; Goldhahn, D.; Kuras, C. (2017). Integrating Canonical Text Services into CLARIN's Search Infrastructure. In Linguistics and Literature Studies, 5 , 99 - 104. doi: 10.13189/lls.2017.050205 [JOURNAL]

  • Junghanns, M.; Petermann, A.; Rahm, E.; Distributed Grouping of Property Graphs with GRADOOP, Proc. Datenbanksysteme für Business, Technologie und Web (BTW) 2017, 2017-03, GI 2017[PDF]

 2016

  • Becker, C.; Tiepmar, J.; Heyer, G.: Case study: Preparing a TEI corpus for Canonical Text Services, In Anwendungen Linguistische Informatik - Seminar, Leipzig, 2016 [PDF]

  • Berto, S.; Perdomo-Sabogal, A.; Gerighausen, D.; Qin, J.; Nowick, K: A consensus network of gene regulatory factors in the human frontal lobe, Frontiers in Genetics, (2016)
  • Braunschweig, K.; Thiele, M.; Koci, E.; Lehner, W.: Putting Web Tables into Context. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), Porto, Portugal, November 9-11, 2016

  • Dienst, S.; Beseler, J.: Automatic Anomaly Detection in Offshore Wind SCADA Data. In: Proceedings of WindEurope Summit 2016
  • Grunzke, R.; Jug, F.; Schuller, B.; Jäkel, R.; Myers, G.; Nagel, W. E.: Seamless HPC Integration of Data-intensive KNIME Workflows via UNICORE, 4th International Workshop on Parallelism in Bioinformatics (PBio 2016), accepted

  • Grunzke, R.; Krüger, J.; Jäkel, R.; Nagel, W. E.; Herres-Pawlis, S.; Hoffmann, A.: Metadata Management in the MoSGrid Science Gateway - Evaluation and the Expansion of Quantum Chemistry Support, Journal of Grid Computing, 2016, 1-13

  • Grunzke, R.; Hartmann, V.; Jejkal, T.; Herres-Pawlis, S.; Hoffmann, A.; Deicke, A.; Schrade, T.; Stotzka, R.; Nagel, W. E.: Towards a Metadata-driven Multi-community Research Data Management Service, 2016 8th International Workshop on Science Gateways (IWSG), accepted

  • Hoffmann, J.; Zeckzer, D.; Bogdan, M.: „Using FPGAs to Accelerate Myers Bit-Vector Algorith“, XIV Mediterranian Conference on Medical and Biological Engineering and Computing 2016, pp 529 -535, IFMBE Proceedings, Springer, Heidelberg 2016

  • Hahmann, M.; Hartmann, C.; Kegel, L.; Habich, D.; Lehner, W.: Big by blocks: modular analytics. In it - Information Technology, Vol. 58, Issue 4, 2016

  • Junghanns, M; Petermann, A.; Neumann, M.; Rahm, E.: Management and Analysis of Big Graph Data: Current Systems and Open Challenges. In: Big Data Handbook (eds.: S. Sakr, A. Zomaya) , Springer 2016, [PDF]

  • Junghanns, M.; Petermann, A.; Teichmann, N.; Gomez, K.; Rahm, E.: Analyzing Extended Property Graphs with Apache Flink. Proc. Int. SIGMOD workshop on Network Data Analytics (NDA). 2016-07, [PDF]

  • Kegel, L.; Hahmann, M.; Lehner, W.: Template-based Time Series Generation with Loom. In 19th International Conference on Extending Database Technology (EDBT/ICDT Workshops), Bordeaux, France, March 15-18, 2016

  • Kirillov, A.; Schlesinger, D.; Zheng, S.; Savchynskyy, B.; Torr, P.H.S.; Rother, C.: Joint Training of Generic CNN-CRF Models with Stochastic Optimization, ACCV 2016, in press. [PDF]

  • Kirillov, A.; Savchynskyy, B.; Schlesinger, D.; Vetrov, D.; Rother, C.: Inferring M-Best Diverse Solutions in a Single One, ICCV 2015.

  • Koci, E.; Thiele, M.; Romero, O.; Lehner, W.: A Machine Learning Approach for Layout Inference in Spreadsheets. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR), Porto, Portugal, November 9-11, 2016

  • Müller, L; Gerighausen, D.; Farman, M.; Zeckzer, D.: Sierra platinum: a fast and robust peak-caller for replicated ChIP-seq experiments with visual quality-control and -steering, BMC Bioinformatics, 09/2016, Volume 17, Issue 1, p.1--13, (2016)

  • Petermann, A.; Junghanns, M.: Scalable Business Intelligence with Graph Collections. it - Information Technology Special Issue: Big Data Analytics. 2016-08

  • Perera, K. S.; Hahmann, M.; Lehner, W.; Pedersen, T. B.; Thomsen, C.: Efficient Approximate OLAP Querying Over Time Series. In 20th International Database Engineering & Applications Symposium (IDEAS ‘16), Montreal, Canada, July 11-13, 2016
  • Pogrzeba, H. D.; Tiepmar, J.; Heyer, G.: Visualisierungen für CTS Text Miner, In Anwendungen Linguistische Informatik - Seminar, Leipzig, 2016 [PDF]

  • Rahm, E.: Big Data Analytics (Editorial), it - Information Technology Special Issue: Big Data Analytics 2016-08

  • Rahm, E.: The Case for Holistic Data Integration. Proc. ADBIS Conf.,Aug. 2016 (invited contribution)

  • Richmond, D. L.; Kainmueller, D.; Yang, M. Y.; Myers, E. W. ; Rother, C.: Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation, BMVC 2016. [PDF]

  • Sehili, Z.; Rahm, E.: Speeding up Privacy Preserving Record Linkage for Metric Space Similarity Measures. Datenbank-Spektrum. Pages 1-10, 2016, [PDF]

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

  • Staib, J.; Grottel, S.; Gumhold, S.: Enhancing Scatterplots with Multi-Dimensional Focal Blur, EuroVis 2016, doi: 10.1111/cgf.12877

  • Tiepmar J.: CTS Text Miner - Text Mining Framework based on the Canonical Text Service Protocol, In Proceedings of the 4th Workshop on the Challenges in the Management of Large Corpora p.1-7, LREC, 2016. [PDF]

  • Tiepmar, J.; Eckart, T.; Goldhahn, D.; Kuras, C.: Canonical Text Services in CLARIN - Reaching out to the Digital Classics and beyond. In: CLARIN Annual Conference, 2016 [PDF]
  • Tiepmar, J.: (Talk) Canonical Text Services in CLARIN - Reaching out to the Digital Classics and beyond. In: CLARIN Annual Conference, 2016 [VIDEO] [SLIDES]
  • Ulbricht, R.; Hartmann, C.;  Hahmann, M.;  Donker, H.;  Lehner, W.: Web-based Benchmarks for Forecasting Systems: The ECAST Platform. In SIGMOD Conference, San Francisco, USA, June 26 – July 1, 2016

  • Vatsalan, D.; Sehili, Z.; Christen, P.; Rahm, E.: Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges. In: Big Data Handbook (eds.: S. Sakr, A. Zomaya) ,Springer 2016, [PDF]

  • Waldherr, A.; Heyer, G.; Jähnichen, P.; Wiedemann, G.; Niekler, A.: Mining big data with computational methods. In: Political communication in the online world: Theoretical approaches and research designs., New York, Routledge, 2016

  • Zeckzer, D.; Gerighausen, D.; Müller, L.: Analyzing Histone Modifications in iPS Cells Using Tiled Binned 3D Scatter Plots, International Symposium on Big Data Visual Analytics, Sydney, Australia, (2016)

2015

  • Braunschweig, K.; Thiele, M.; Eberius, J.; Lehner, W.: Column-specific Context Extraction for Web Tables. In 30th ACM/SIGAPP Symposium on Applied Computing (SAC), Salamanca, Spain, April 13-17, 2015 [PDF]
  • Braunschweig, K.; Thiele, M.;  Eberius, J; Lehner, W.: From Web Tables to Concepts: a Semantic Normalization Approach. In 34th International Conference on Conceptual Modeling (ER 2015), Stockholm, Sweden, October 19-22, 2015
  • Christen, V.; Groß, A; Varghese, J.; Dugas, M.; Rahm, E.: Annotating Medical Forms using UMLS, Proc. 11th Intl. Conference on Data Integration in the Life Sciences (DILS), Los Angeles, July 2015 [PDF]
  • Eberius, J.; Thiele, M; Braunschweig, K.; Lehner, W.: Top-k entity augmentation using consistent set covering. Proceedings of the 27th International Conference on Scientific and Statistical Database Management. ACM, 2015 [PDF]

  • Eberius, J.; Thiele, M.; Braunschweig, K.; Lehner, W.: DrillBeyond: processing multi-result open world SQL queries. Proceedings of the 27th International Conference on Scientific and Statistical Database Management. ACM, 2015

  • Gaunitz, B.; Roth, M.; Franczyk, B.: Dynamic and Scalable Real-Time Analytics in Logistics - Combining Apache Storm with Complex Event Processing for Enabling New Business Models in Logistics. In: ENASE - 10th International Conference on Evaluation of Novel Software Approaches to Software Engineering, Barcelona, 2015.
  • Jäkel, R.; Müller-Pfefferkorn, R.; Kluge, M.; Grunzke, R.; Nagel W.E.: Architectural Implications for Exascale based on Big Data Workflow Requirements, book on "Big Data & HPC“ (accepted)

  • Junghanns, M.; Petermann, A.; Gomez, K.; Rahm, E.: GRADOOP: Scalable Graph Data Management and Analytics with Hadoop, Techn. Report, Univ. of Leipzig, June 2015 [PDF]

  • Krull, A.; Brachmann, E.;  Michel, F.; Yang, M. Y.;  Gumhold, S.; Rother, C.: Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images, ICCV 2015

  • Kirillov, A.; Savchynskyy, B.; Schlesinger, D.; Vetrov, D.; Rother, C.: Inferring M-Best Diverse Labelings in a Single One, ICCV 2015

  • Nagel, W.E.; Jäkel, R.; Müller-Pfefferkorn, R.: Execution Environments for Big Data: Challenges for User Centric Scenarios, BDEC white paper, 2015

  • Perera, K.; Hahmann, M.; Lehner, W.; Pedersen, T. B.; Thomsen, C.: Modeling Large Time Series for Efficient Approximate Query Processing. In DASFAA 2015 International Workshops. Springer, 2015

  • Sehili, Z.; Kolb, L.; Borgs, C.; Schnell, R.; Rahm, E.: Privacy Preserving Record Linkage with PPJoin. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), 2015 [PDF]

  • Spangenberg, N.; Roth, M.; Franczyk, B.: Evaluating new approaches of big data analytics frameworks. In: 18th International Conference on Business Information Systems, Poznan, 2015.

  • Staib, J.; Grottel S.; Gumhold S.: Visualization of Particle-based Data with Transparency and Ambient Occlusion, EuroVis 2015 (accepted)
  • Tiepmar, J.: Release of the MySQL-based implementation of the CTS protocol, 3rd Workshop on the Challenges in the Management of Large Corpora, Lancaster [PDF]
  • Theodorou, V.; Abelló, A.; Thiele, M.; Lehner, W.: POIESIS: a Tool for Quality-aware ETL Process Redesign. In Proceedings of the 18th International Conference on Extending Database Technology (EDBT), Brussels, Belgium, March 23-27, 2015 [PDF]
  • Volke, S.; Zeckzer D.; Scheuermann,  G; Middendorf M.: A Visual Method for Analysis and Comparison of Search Landscapes, Genetic and Evolutionary Computation Conference (GECCO) 2015, 07/2015, Madrid, Spain, p.497--504, (2015)

2014

  • Rahm, E.; Nagel, W. E. ScaDS Dresden/Leipzig: Ein serviceorientiertes Kompetenzzentrum für Big Data, Proc. GI-Jahrestagung, LNI, 2014 [PDF]