Publications

33 results

2015

Assam R., Feiden S., Seidl T.:
UrbanHubble: Location Prediction and Geo-Social Analytics in LBSN
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal P.329-332 (2015) (Demo)
[ECML PKDD 2015]
Hassani M., Beecks C., Töws D., Seidl T.:
Mining Sequential Patterns of Event Streams in a Smart Home Application
Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB. Trier, Germany, 7th-9th October 2015 P.159-170 (2015)
[LWA 2015]
Hassani M.:
Efficient Clustering of Big Data Streams
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University (2015) Date of the oral exam: 26.01.2015. URN: urn:nbn:de:hbz:82-RWTH-2015-02790
[Apprimus (Publisher)] [RWTH Library]
Beecks C., Hassani M., Obeloer F., Seidl T.:
Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance
IEEE International Symposium on Multimedia (ISM 2015), Miami, USA, December 14-16 P.148-153 (2015)
[ISM 2015]
Schüller D., Beecks C., Hassani M., Hinnell J., Brenger B., Seidl T., Mittelberg I.:
Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action
Göttingen Dialog in Digital Humanities (GDDH) seminar series 2015 (2015) Best paper award 
[GDDH 2015]
Beecks C., Uysal M., Seidl T.:
Distance-based Multimedia Indexing
Tutorial at the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia P.265-268 (2015)
[CIKM 2015] [Tutorial Website] [Lecture Notes in Informatics]
Uysal M., Beecks C., Sabinasz D., Seidl T.:
Large-scale Efficient and Effective Video Similarity Search
Proc. of the 12th International Workshop on Large-Scale and Distributed Systems for Information Retrieval (LSDS-IR) at the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia P.3-8 (2015)
[LSDS-IR 2015]
Fries S.:
Efficient clustering of massive data with MapReduce
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University. (2015) Date of oral exam: 01.12.2014
[RWTH-Library]
Beecks C., Schoeffmann K., Lux M., Uysal M., Seidl T.:
Endoscopic Video Retrieval: A Signature-based Approach for Linking Endoscopic Images with Video Segments
IEEE International Symposium on Multimedia (ISM 2015), Miami, USA. P.33-38 (2015)
[ISM 2015]
Uysal M., Beecks C., Seidl T.:
On Efficient Content-based Near-duplicate Video Detection
Proc. of 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), Prague, Czech Republic. P.1-6 (2015)
[CBMI 2015] [DOI]
Uysal M., Beecks C., Sabinasz D., Seidl T.:
Effective Content-based Near-duplicate Video Detection
IEEE International Symposium on Multimedia (ISM 2015), Miami, USA. P.254-257 (2015)
[ISM 2015]
Hassani M., Spaus P., Seidl T.:
Multiple-Resolution Stream Clustering Using Graph Maintenance
Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB. Trier, Germany, 7th -9th October 2015 P.32 (2015)
[LWA 2015]
Hassani M., Kim Y., Seungjin C., Seidl T.:
Subspace Clustering of Data Streams: New Algorithms and Effective Evaluation Measures
Journal of Intelligent Information Systems - Volume 45, Issue 3 (JIIS).  P.319-335 (2015) [First online: 08 June 2014]
[Journal of Intelligent Information Systems]
Uysal M., Beecks C., Schmücking J., Seidl T.:
Efficient Similarity Search in Scientific Databases with Feature Signatures
Proceedings of the 27th International Conference on Scientific and Statistical Database Management (SSDBM 2015), La Jolla, CA, USA. P.30:1-30:12 (2015)
[SSDBM 2015]
Hund M., Berisch M., Färber I., Sedlmair M., Schreck T., Seidl T., Keim D.:
Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion
Proceedings of the 8th International Conference on Similarity Search and Applications (SISAP 2015), Glasgow, Scotland, UK (2015)   P.307-313 (2015) Volume 9371 of the series Lecture Notes in Computer Science
[SISAP 2015] [PDF]
Hassani M., Siccha S., Richter F., Seidl T.:
Efficient Process Discovery From Event Streams Using Sequential Pattern Mining
IEEE Symposium on Computational Intelligence and Data Mining (CIDM), December 7-10, 2015, Cape Town, South Africa P.1366 - 1373 (2015)
Töws D., Hassani M., Beecks C., Seidl T.:
Optimizing Sequential Pattern Mining Within Multiple Streams
The student program @ the 16th conference on "Database Systems for Business, Technology, and Web" (BTW 2015) in Hamburg, Germany P.223-232 (2015)
[URL]
Assam R., Seidl T.:
Parkinson's Disease Movement Analytic and Prediction on EEG Time Series
Proc. Quantified Self Europe Conference (QSEU15) Amsterdam, Netherlands (2015)
[QSEU 2015]
Assam R.:
Predictive Analytics and Protection of Massive Data
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University. (2015) Date of oral exam: 10.06.2015 (2015)
[Apprimus]
Hassani M., Spaus P., Alfredo Cuzzocrea, Seidl T.:
Adaptive Stream Clustering Using Incremental Graph Maintenance
4th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications @ KDD 2015 (to appear) (2015)
Beecks C., Uysal M., Hermanns J., Seidl T.:
Gradient-based Signatures for Efficient Similarity Search in Large-scale Multimedia Databases
Proc. ACM International Conference on Information and Knowledge Management (CIKM 2015), Melbourne, Australia. P.1241-1250 (2015)
[CIKM 2015]
Uysal M., Beecks C., Sabinasz D., Seidl T.:
FELICITY: A Flexible Video Similarity Search Framework Using the Earth Mover's Distance
Proc. 8th International Conference on Similarity Search and Applications (SISAP 2015), Glasgow, Scotland, UK. P.347-350 (2015)
[SISAP 2015] [DOI]
Beecks C., Uysal M., Seidl T.:
Earth Mover's Distance vs. Quadratic Form Distance
IEEE International Symposium on Multimedia (ISM 2015), Miami, USA. P.233-236 (2015)
[ISM 2015]
Beecks C., Hassani M., Hinnell J., Schüller D., Brenger B., Mittelberg I., Seidl T.:
Spatiotemporal Similarity Search in 3D Motion Capture Gesture Streams
Proceedings of the 14th International Symposium on Spatial and Temporal Databases (SSTD 2015), Hong Kong, China, August 26-28, 2015. P.355-372 (2015)
[SSTD2015]
Beecks C., Uysal M., Seidl T.:
Gradient-based Signatures for Big Multimedia Data
IEEE International Conference on Big Data (BigData 2015), Santa Clara, CA,USA. P.2834-2835 (2015)
[BigData]
Beecks C., Hassani M., Obeloer F., Seidl T.:
Efficient Distance-based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases
10th International Workshop on Spatial and Spatiotemporal Data Mining SSTDM-15 @ ICDM 2015, Atlanta City, USA, November 14-17 P.1425-1432 (2015)
[ICDM 2015] [SSTDM 2015]
Färber I.:
Alternative Clustering in Subspace Projections
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen university (2015) Date of the oral exam: 04.12.2014
[Apprimus (Publisher)] [RWTH Library]
Hassani M., Seidl T.:
Internal Clustering Evaluation of Data Streams
The fourth Quality issues, measures of interestingness and evaluation of data mining models workshop (QIMIE'15), held in conjunction with PAKDD'15 conference (19th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam) (2015)
[QIMIE15] [PAKDD15]
De Vocht L., Beecks C., Verborgh R., Mannens E., Seidl T., Van de Walle R.:
Improving Semantic Relatedness in Paths for Storytelling with Linked Data on the Web
European Semantic Web Conference (ESWC 2015) P.31-35 (2015)
[ESWC 2015]
Hassani M., Beecks C., Töws D., Tatiana Serbina, Max Haberstroh, Paula Niemietz, Sabina Jeschke, Stella Neumann, Seidl T.:
Sequential Pattern Mining of Multimodal Streams in the Humanities
Datenbanksysteme für Business, Technologie und Web (BTW), 16. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 4.-6.3.2015 in Hamburg, Germany. P.683-686 (2015)

[URL]
Ayman Tarakji, Hassani M., Lyubomir Georgiev, Seidl T.:
Parallel Density-Based Stream Clustering Using a Multi-User GPU Scheduler
Proceedings of the 11th Internation Conference on Beyond Databases, Architectures and Structures (BDAS 2015), 26-29 May, 2015 in Ustron, Poland. P.343-360 (2015)
[BDAS]
Beecks C., Uysal M., Seidl T.:
Distance-based Multimedia Indexing
Tutorial at the 16th conference on Database Systems for Business, Technology, and Web (BTW 2015), Hamburg, Germany (2015)
[BTW 2015] [Tutorial Website]
Beecks C., Uysal M., Seidl T.:
Content-Based Image Retrieval with Gaussian Mixture Models
Proceedings of 21st International Conference on MultiMedia Modeling (MMM)  P.294-305 (2015)