Publications

47 results

2011

Kranen P.:
Anytime Algorithms for Stream Data Mining
Dissertation, Fakultät für Mathematik, Informatik und Naturwissenschaften, RWTH Aachen University (2011) Tag der mündlichen Prüfung: 14.09.2011
[[RWTH Bibliothek]] [urn:nbn:de:hbz:82-opus-38501]
Günnemann S., Müller E., Raubach S., Seidl T.:
Flexible Fault Tolerant Subspace Clustering for Data with Missing Values
Proc. IEEE International Conference on Data Mining (ICDM 2011), Vancouver, Canada (2011)
[ICDM 2011]
Kranen P., Assent I., Baldauf C., Seidl T.:
The ClusTree: Indexing Micro-Clusters for Anytime Stream Mining
Knowledge and Information Systems Journal (Springer KAIS), Volume 29, Issue 2 P.249-272 (2011) DOI 10.1007/s10115-010-0342-8
[KAIS Journal - full text]
Assam R., Seidl T.:
Preserving Privacy of Moving Objects Spatio-Temporal Data Stream Using Temporal Clustering
4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS (SPRINGl 2011), held in conjunction with 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2011) November 1-4, 2011 in Chicago, Illinois, USA. P. 9-16 (2011)
[SPRINGL 2011] [ACM SIGSPATIAL GIS 2011]
Kirchhoff S.:
Quadratische Form-Distanz für Wahrscheinlichkeitsverteilungen zur inhaltsbasierten Suche
Proc. Studierendenprogramm at the 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011), Kaiserslautern, Germany P.135-139 (2011)
[BTW 2011]
Kirchhoff S.:
Quadratische Form-Distanz für Wahrscheinlichkeitsverteilungen zur inhaltsbasierten Suche
GI-Informatiktage 2011, Bonn. (2011) GI-Informatiktage 2011 Best Paper Award
[GI Informatiktage 2011]
Schöffmann K., Ahlström D., Beecks C.:
3D Image Browsing on Mobile Devices
Proc. IEEE International Symposiun on Multimedia (ISM 2011), Dana Point, California, USA (2011)
[ISM 2011] [Demo]
Böhm C., Färber I., Fries S., Korte U., Merkle J., Oswald A., Seidl T., Wackersreuther B., Wackersreuther P.:
Efficient Database Techniques for Identification with Fuzzy Vault Templates
BIOSIG 2011 - Proceedings of the Special Interest Group on Biometrics and Electronic Signatures P.115-126 (2011)
[GI article]
Beecks C., Skopal T., Schöffmann K., Seidl T.:
Towards Large-Scale Multimedia Exploration
Proc. 5th International Workshop on Ranking in Databases (DBRank 2011), Seattle, WA, USA P.31-33 (2011)
[DBRank 2011] [Prezi presentation]
Albin T., Drews P., Heßeler F., Zimmer (née Ivanescu) A., Seidl T., Abel D.:
A Hybrid Control Approach for Low Temperature Combustion Engine Control
Proc. 50th IEEE Conference on Decision and Control and European Control Conference (CDC ECC 2011), Orlando, Florida (2011)
[CDC ECC 2011]
Beecks C., Zimmer (née Ivanescu) A., Kirchhoff S., Seidl T.:
Modeling Multimedia Contents through Probabilistic Feature Signatures
Proc. 19th ACM International Conference on Multimedia (ACM-MM 2011), Scottsdale, Arizona, USA (2011)
[ACM Multimedia 2011]
Seidl T., Enderle J.:
Binary Search
Vöcking, B.; Alt, H.; Dietzfelbinger, M.; Reischuk R.; Scheideler, C.; Vollmer, H.; Wagner, D. (Eds.): Algorithms Unplugged P.5-11 (2011)
[book] [chapter]
Kremer H., Kranen P., Jansen T., Seidl T., Bifet A., Holmes G., Pfahringer B.:
An Effective Evaluation Measure for Clustering on Evolving Data Streams
Proc. of the 17th ACM Conference on Knowledge Discovery and Data Mining (SIGKDD 2011), San Diego, CA, USA P.868-876 (2011)
[KDD 2011] [DOI: 10.1145/2020408.2020555]
Beecks C., Zimmer (née Ivanescu) A., Kirchhoff S., Seidl T.:
Modeling Image Similarity by Gaussian Mixture Models and the Signature Quadratic Form Distance
Proc. 13th IEEE International Conference on Computer Vision (ICCV 2011), Barcelona, Spain (2011)
[ICCV 2011]
Zimmer (née Ivanescu) A., Albin T., Abel D., Seidl T.:
Employing Correlation Clustering for the Identification of Piecewise Affine Models
Workshop on Knowledge Discovery, Modeling and Simulation (KDMS 2011) in conjunction with the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011), CA, San Diego, USA  P.7-14 (2011) Best Student Paper Award
[KDMS 2011] [KDD 2011]
Kruliš M., Lokoč J., Beecks C., Skopal T., Seidl T.:
Processing the Signature Quadratic Form Distance on Many-Core GPU Architectures
Proc. 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, UK (2011)
[CIKM 2011]
Hassani M., Kranen P., Seidl T.:
Precise Anytime Clustering of Noisy Sensor Data with Logarithmic Complexity
Proc. 5th International Workshop on Knowledge Discovery from Sensor Data (SensorKDD 2011) in conjunction with 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA P.52-60 (2011)
[SensorKDD 2011] [KDD 2011]
Günnemann S., Färber I., Müller E., Assent I., Seidl T.:
External Evaluation Measures for Subspace Clustering
Proc. 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, UK P.1363-1372 (2011)
[CIKM 2011]
Müller E., Assent I., Günnemann S., Seidl T.:
Scalable Density-Based Subspace Clustering
Proc. 20th ACM Conference on Information and Knowledge Management (CIKM 2011), Glasgow, UK P.1077-1086 (2011)
[CIKM 2011]
Günnemann S., Boden B., Seidl T.:
DB-CSC: A density-based approach for subspace clustering in graphs with feature vectors
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2011), Athens, Greece P.565-580 (2011) ECML PKDD 2011 Best Paper Award in Data Mining
[ECML PKDD 2011] [Full Text PDF] [Supplementary Material]
Beecks C., Zimmer (née Ivanescu) A., Seidl T., Martin D., Pischke P., Kneer R.:
Applying Similarity Search for the Investigation of the Fuel Injection Process
Proc. 4th International Conference on Similarity Search and Applications (SISAP 2011), Lipari, Italy P.117-118 (2011)
[SISAP 2011]
Lokoč J., Beecks C., Seidl T., Skopal T.:
Parameterized Earth Mover’s Distance for Efficient Metric Space Indexing
Proc. 4th International Conference on Similarity Search and Applications (SISAP 2011), Lipari, Italy P.121-122 (2011)
[SISAP 2011]
Lokoč J., Hetland M. L., Skopal T., Beecks C.:
Ptolemaic Indexing of the Signature Quadratic Form Distance
Proc. 4th International Conference on Similarity Search and Applications (SISAP 2011), Lipari, Italy P.9-16 (2011) Best Paper Award
[SISAP 2011] [Prezi presentation]
Hassani M., Seidl T.:
Network Intrusion Detection using a Secure Ranking of Hidden Outliers
Proc. of the seventh International Computing Conference in Arabic (ICCA 2011), Riyadh, Saudi Arabia (to appear) (2011)
[ICCA 2011]
Kremer H., Günnemann S., Zimmer (née Ivanescu) A., Assent I., Seidl T.:
Efficient Processing of Multiple DTW Queries in Time Series Databases
Proc. of the 23nd International Conference on Scientific and Statistical Database Management (SSDBM 2011), Portland, Oregon, USA P.150-167 (2011)
[SSDBM 2011]
Kranen P., Reidl F., Sanchez Villaamil F., Seidl T.:
Hierarchical Clustering for Real-Time Stream Data with Noise
Proc. of the 23nd International Conference on Scientific and Statistical Database Management (SSDBM 2011), Portland, Oregon, USA P.405-413 (2011)
[SSDBM 2011]
Hassani M., Seidl T.:
Towards a Mobile Health Context Prediction: Sequential Pattern Mining in Multiple Streams
Proc. of the international workshop on managing Health Information in Mobile Applications (HIMoA'11) in conjunction with the IEEE International conference on Mobile Data Management (MDM 2011), Luleå, Sweden. P.55-57 (2011)
[MDM 2011] [HIMoA 2011]
Busch C., Korte U., Abt S., Böhm C., Färber I., Fries S., Merkle J., Nickel C., Nouak A., Oswald A., Seidl T., Wackersreuther B., Wackersreuther P., Zhou X.:
Biometric Template Protection: Ein Bericht über das Projekt BioKeyS
Datenschutz und Datensicherheit - DuD, Volume 35, Number 3 P.183-191 (2011)
Beecks C., Seidl T.:
Analyzing the Inner Workings of the Signature Quadratic Form Distance
Proc. IEEE International Conference on Multimedia & Expo (ICME 2011), (International Workshop on Visual Content Identification and Search (VCIDS 2011)), (2011) (to appear)
[ICME 2011]
Beecks C., Lokoč J., Seidl T., Skopal T.:
Indexing the Signature Quadratic Form Distance for Efficient Content-Based Multimedia Retrieval
Proc. ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy P.24:1-24:8 (2011)
[ICMR 2011]
Zimmer (née Ivanescu) A., Wichterich M., Seidl T.:
ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information
Workshop on Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models (QIMIE 2011), in conjunction with the International Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011), Shenzhen, China. P.185-196 (2011) classRank.pdf
[PAKDD 2011] [QIMIE 2011] [DOI: 10.1007/978-3-642-28320-8_16]
Günnemann S., Kremer H., Laufkötter C., Seidl T.:
Tracing Evolving Clusters by Subspace and Value Similarity
Proc. 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011), Shenzhen, China P.444-456 (2011)
[PAKDD 2011]
Müller E., Günnemann S., Färber I., Seidl T.:
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data
Tutorial at SIAM International Conference on Data Mining (SDM 2011), Mesa, Arizona, USA. (2011)
[SDM 2011] [Tutorial Website]
Günnemann S., Kremer H., Lenhard D., Seidl T.:
Subspace Clustering for Indexing High Dimensional Data: A Main Memory Index based on Local Reductions and Individual Multi-Representations
Proc. International Conference on Extending Database Technology (EDBT/ICDT 2011), Uppsala, Sweden  P.237-248 (2011)
[EDBT 2011]
Günnemann S., Kremer H., Seidl T.:
An Extension of the PMML Standard to Subspace Clustering Models
Workshop on Predictive Model Markup Language (PMML) in conj. with the 17th ACM Conference on Knowledge Discovery and Data Mining (SIGKDD 2011), San Diego, CA, USA P.48-53 (2011)
[PMML 2011] [KDD 2011] [Full Text PDF]
Bifet A., Holmes G., Pfahringer B., Read J., Kranen P., Kremer H., Jansen T., Seidl T.:
MOA: a Real-time Analytics Open Source Framework
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2011), Athens, Greece P.617-620 (2011) (Demo)
[ECML PKDD 2011]
Müller E., Schiffer M., Seidl T.:
Statistical Selection of Relevant Subspace Projections for Outlier Ranking
Proc. IEEE 27th International Conference on Data Engineering (ICDE 2011), Hannover, Germany P.434-445 (2011) (full paper acceptance rate 19.8%)
[ICDE 2011]
Beecks C., Assent I., Seidl T.:
Content-Based Multimedia Retrieval in the Presence of Unknown User Preferences
Proc. 17th International Conference on MultiMedia Modeling (MMM 2011), Taipei, Taiwan P.140-150 (2011)
[MMM 2011]
Beecks C., Uysal M., Seidl T.:
L2-Signature Quadratic Form Distance for Efficient Query Processing in Very Large Multimedia Databases
Proc. 17th International Conference on MultiMedia Modeling (MMM 2011), Taipei, Taiwan P.381-391 (2011)
[MMM 2011]
Wichterich M., Zimmer (née Ivanescu) A., Seidl T.:
Feature-Based Graph Similarity with Co-Occurrence Histograms and the Earth Mover's Distance
Proc. 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011), Kaiserslautern, Germany P.135-146 (2011)
[BTW 2011]
Müller E., Assent I., Günnemann S., Gerwert P., Hannen M., Jansen T., Seidl T.:
A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases
Proc. 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011), Kaiserslautern, Germany P.347-366 (2011)
[BTW 2011]
Böhm C., Färber I., Fries S., Korte U., Merkle J., Oswald A., Seidl T., Wackersreuther B., Wackersreuther P.:
Filtertechniken für geschützte biometrische Datenbanken
Proc. 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011), Kaiserslautern, Germany P.379-389 (2011)
[BTW 2011]
Hassani M., Kranen P., Seidl T.:
Noise-aware Concise Clustering of Streaming Sensor Data in a Logarithmic Time
KDML Workshop on Knowledge Discovery, Data Mining and Machine Learning in conj. with LWA 2011, Magdeburg, Germany (2011)
[LWA 2011]
Faber M., Beecks C., Seidl T.:
Efficient Exploration of Large Multimedia Databases
Abstract in Dutch-Belgian Data Base Day (DBDBD 2011), Twente, NL P.14 (2011)
[DBDBD 2011]