Publications

225 results

2014

Assam R., Seidl T.:
Check-in Location Prediction using Wavelets and Conditional Random Fields
Proc. IEEE International Conference on Data Mining (ICDM 2014), Shenzhen, China (2014)
[ICDM 2014]
Assam R., Seidl T.:
Near-Optimal Activity Prediction through Efficient Wavelet Modulus Maxima Partitioning and Conditional Random Fields
Proc. IEEE  11th International Conference on Ubiquitous Intelligence and Computing (UIC-2014), Bali, Indonesia (2014)
[UIC 2014]
Assam R., Seidl T.:
Effective Map Matching using Curve Tangents and Hidden Markov Model
Proceedings of the  10th IEEE International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2014), Maui, Hawaii, USA (2014)
[MSN 2014]
Assam R., Seidl T.:
Prediction of Freezing of Gait from Parkinson's Disease Movement Time Series using Conditional Random Fields
Proc. of the Third ACM SIGSPATIAL International Workshop on HealthGIS (HealthGIS 2014), Dallas, Texas, USA (2014)
[ACM HealthGIS] [ACM SIGSPATIAL]
Assam R., Seidl T.:
Context-Based Location Clustering and Prediction using Conditional Random Fields
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia (MUM 2014), Melbourne, Australia (2014)
[MUM 2014]
Tobias Vaegs, Paula Niemietz, Christian Tummel, Anja Richert, Beecks C., Max Haberstroh, Hassani M., Tobias Meisen, Matthias Priesters, Helmut Vieritz, Seidl T., Irene Mittelberg, Stella Neumann, Sabina Jeschke:
FOSTERING INTERDISCIPLINARY INTEGRATION IN THE E-HUMANITIES
Proceedings of the 6th International Conference on Education and New Learning Technologie EDULEARN14, Barcelona, Spain P.2340-1117 (2014)
[Paper at IATED digital library]
Zimmer (née Ivanescu) A., Driessen P., Kranen P., Seidl T.:
Inverse Predictions on Continuous Models in Scientific Databases
Proceedings of the 26th International Conference on Scientific and Statistical Database Management (2014) InversePredictionPaper.pdf
[SSDBM 2014]
Assam R., Seidl T.:
Activity Recognition from Sensors using Dyadic Wavelets and Hidden Markov Model
Proc. of the 10th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2014), Larnaca, Cyprus. (2014)
[WiMob 2014]
Boden B., Ester M., Seidl T.:
Density-Based Subspace Clustering in Heterogeneous Networks
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), Nancy, France (2014)
Assam R., Hassani M., Brysch M., Seidl T.:
(k, d)-Core Anonymity: Structural Anonymization of Massive Networks
Proc. of the 26th International Conference on Scientific and Statistical Database Management (SSDBM 2014), Aalborg, Denmark. (2014) Article No. 17
[SSDBM 2014]
Hassani M., Seidl T.:
Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering
Workshop on Big Data Management and Analytics (BDMA'14), held in conjunction with DASFAA'14 conference (19th International Conference on Database Systems for Advanced Applications, Bali, Indonesia) P.146-160 (2014)
[BDMA14] [DASFAA14]
Fries S., Wels S., Seidl T.:
Projected Clustering for Huge Data Sets in MapReduce
International Conference on Extending Database Technology (EDBT 2014), Athens, Greece P.49-60 (2014)
[EDBT 2014]
Hassani M., Kranen P., Saini R., Seidl T.:
Subspace Anytime Stream Clustering
Proc. of the 26th International Conference on Scientific and Statistical Database Management (SSDBM 2014), Aalborg, Denmark. (2014) Article No. 37
[SSDBM 2014]
Hassani M., Spaus P., Seidl T.:
Adaptive Multiple-Resolution Stream Clustering
In Proceedings of the 10th International Conference on Machine Learning and Data Mining MLDM 2014, July, 21-24, St. Petersburg, Russia. P.134-148 (2014)
[MLDM 2014]
Hassani M., Ayman Tarakji, Lyubomir Georgiev, Seidl T.:
Parallel Implementation of a Density-based Stream Clustering Algorithm over a GPU Scheduling System
Workshop on Scalable Data Analytics: Theory and Applications (SDA'14), held in conjunction with PAKDD'14 conference (18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Tainan, Taiwan) (to appear) (2014)
[SDA14] [PAKDD14]
Fries S., Boden B., Stepien G., Seidl T.:
PHiDJ: Parallel Similarity Self-Join for High-Dimensional Vector Data with MapReduce
Proc. IEEE 30th International Conference on Data Engineering (ICDE 2014), Chicago, IL, USA (2014)
[ICDE 2014]

2013

Günnemann S., Färber I., Raubach S., Seidl T.:
Spectral Subspace Clustering for Graphs with Feature Vectors
Proc. IEEE International Conference on Data Mining (ICDM), Dallas, TX, USA P.231-240 (2013)
[ICDM 2013] [supplementary material]
Assam R., Seidl T.:
BodyGuards: A Clairvoyant Location Predictor using Frequent Neighbors and Markov Model
Proc. IEEE  10th International Conference on Ubiquitous Intelligence and Computing (UIC-2013), Vietri sul Mare, Italy P.25-32 (2013)
[UIC 2013]
Zimmer (née Ivanescu) A., Kurze M., Seidl T.:
Adaptive Model Tree for Streaming Data
Proc. IEEE International Conference on Data Mining (ICDM), Dallas, TX, USA P.1319-1324 (2013) AdaptiveModelTreePaper.pdf
[ICDM 2013]
Kremer H., Günnemann S., Held A., Seidl T.:
An Evaluation Framework for Temporal Subspace Clustering Approaches
Proc. IEEE International Conference on Data Mining Workshops (ICDMW), Dallas, TX, USA  P.1089-1092 (2013) (Demo)
[ICDM 2013]
Assam R., Seidl T.:
Private Map Matching: Realistic Private Route Cognition on Road Networks
Proc. IEEE  10th International Conference on Ubiquitous Intelligence and Computing (UIC-2013), Vietri sul Mare, Italy P.178-185 (2013)
[UIC 2013]
Boden B., Haag R., Seidl T.:
Detecting and Exploring Clusters in Attributed Graphs
Proceedings of the 22nd ACM Conference on Information and Knowledge Management (CIKM 2013), San Francisco, CA, USA P.2505-2508 (2013) (Demo)
[CIKM 2013]
Ayman Tarakji, Hassani M., Stefan Lankes, Seidl T.:
Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data
In Proceedings of the 13th International Conference onComputational Science and its Applications (ICCSA 2013) in Ho Chi Minh City, Vietnam. Part V, LNCS 7975, pp.181--196. P.181-196 (2013)
[ICCSA]
Boden B., Günnemann S., Hoffmann H., Seidl T.:
RMiCS: A Robust Approach for Mining Coherent Subgraphs in Edge-Labeled Multi-Layer Graphs
Proc. of the 25th International Conference on Scientific and Statistical Database Management (SSDBM 2013), Baltimore, Maryland, USA P.23 (2013)
[SSDBM 2013]
Christoph Quix, Johannes Barnickel, Sandra Geisler, Hassani M., Saim Kim, Xiang Li, Andreas Lorenz, Till Quadflieg, Thomas Gries, Matthias Jarke, Steffen Leonhardt, Ulrike Meyer, Seidl T.:
HealthNet: A System for Mobile and Wearable Health Information Management
Proc. of the 3rd International Workshop on Information Management in Mobile Applications (IMMoA 2013) in conjunction with VLDB 2013, Riva del Garda, Trento, Italy. P.36-43 (2013)
[IMMoA 2013] [VLDB 2013]
Kremer H., Günnemann S., Wollwage S., Seidl T.:
Nesting the Earth Mover's Distance for Effective Cluster Tracing
Proc. of the 25th International Conference on Scientific and Statistical Database Management (SSDBM), Baltimore, Maryland, USA P.34:1-34:4 (2013)
[SSDBM 2013]
Assam R., Seidl T.:
A Model for Context-Aware Location Identity Preservation using Differential Privacy
Proceedings of the 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-13), Melbourne, Australia P.346-353 (2013)
[IEEE TrustCom 2013]
Beecks C., Uysal M., Driessen P., Seidl T.:
Content-Based Exploration of Multimedia Databases
Proc. of International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Veszprém, Hungary, 17-19 June 2013 P.59 - 64 (2013)
[CBMI 2013]
Beecks C., Kirchhoff S., Seidl T.:
Signature Matching Distance for Content-based Image Retrieval
Proc. ACM International Conference on Multimedia Retrieval (ICMR 2013), Dallas, Texas, USA P.41-48 (2013) p41-beecks.pdf
[ICMR 2013]
Hassani M., Kim Y., Seungjin Choi, Seidl T.:
Effective Evaluation Measures for Subspace Clustering of Data Streams
The third Quality issues, measures of interestingness and evaluation of data mining models workshop (QIMIE'13), held in conjunction with PAKDD'13 conference (17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, Australia) P.342-353 (2013)
[QIMIE13] [PAKDD13]
Hassani M., Kim Y., Seidl T.:
Subspace MOA: Subspace Stream Clustering Evaluation Using the MOA Framework
The 18th International Conference on Database Systems for Advanced Applications (DASFAA 2013), Wuhan, China (Best Demo Award Runner-Up) P.446-449 (2013) (Demo)
[DASFAA 2013]
Günnemann S., Boden B., Färber I., Seidl T.:
Efficient Mining of Combined Subspace and Subgraph Clusters in Graphs with Feature Vectors
Proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), Gold Coast, Queensland, Australia P.261-275 (2013)
[Supplementary Material]
Seidl T., Fries S., Boden B.:
MR-DSJ: Distance-Based Self-Join for Large-Scale Vector Data Analysis with MapReduce
15. GI-Fachtagung Datenbanksysteme für Business, Technologie und Web (BTW 2013), Magdeburg, Germany P.37-56 (2013)

2012

Assam R., Hassani M., Seidl T.:
Differential Private Trajectory Obfuscation
Proc. of the 9th International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2012), Beijing, China P.139-151 (2012)
[MOBIQUITOUS 2012]
Tatu A., Maaß F., Färber I., Bertini E., Schreck T., Seidl T., Keim D. A.:
Subspace Search and Visualization to Make Sense of Alternative Clusterings in High-Dimensional Data
Proc. IEEE Symposium on Visual Analytics Science and Technology P.63-72 (2012)
[IEEE-VAST 2012]
Assam R., Seidl T.:
TMC-Pattern: Holistic Trajectory Extraction, Modeling and Mining
Proc. of 1st International Workshop on Analytics for Big Geospatial Data (BigSpatial-2012), held in conjunction with 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2012), Redondo Beach, CA, USA P.71-80 (2012)
[BigSpatial 2012] [ACM SIGSPATIAL GIS 2012]
Zimmer (née Ivanescu) A., Albin T., Abel D., Seidl T.:
Employing the Principal Hessian Direction for Building Hinging Hyperplane Models
Workshop on Optimization Based Techniques for Emerging Data Mining (OEDM 2012) in conjunction with the IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium. P.481-485 (2012) HHmodelsPrincipalHessianDirection.pdf
[ICDM 2012]
Assam R., Hassani M., Seidl T.:
Differential Private Trajectory Protection of Moving Objects
Proc. of 3rd International Workshop on GeoStreaming (IWGS 2012), held in conjunction with 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2012), Redondo Beach, CA, USA P.68-77 (2012)
[IWGS 2012] [ACM SIGSPATIAL GIS 2012]
Günnemann S., Dao P., Jamali M., Ester M.:
Assessing the Significance of Data Mining Results on Graphs with Feature Vectors
Proc. IEEE International Conference on Data Mining (ICDM 2012), Brussels, Belgium P.270-279 (2012)
[ICDM 2012]
Kremer H., Günnemann S., Held A., Seidl T.:
Effective and Robust Mining of Temporal Subspace Clusters
Proc. IEEE International Conference on Data Mining (ICDM), Brussels, Belgium P.369-378 (2012)
[ICDM 2012]
Kranen P., Wels S., Rohlfs T., Raubach S., Seidl T.:
A Tool for Automated Evaluation of Algorithms
Proceedings of The 21st ACM Conference on Information and Knowledge Management (CIKM 2012), Maui, USA P.2692-2694 (2012) (Demo)
Boden B., Günnemann S., Seidl T.:
Tracing Clusters in Evolving Graphs with Node Attributes
Proceedings of The 21st ACM Conference on Information and Knowledge Management (CIKM 2012), Maui, USA  P.2331-2334 (2012) (poster presentation)
Seidl T., Boden B., Fries S.:
CC-MR - Finding Connected Components in Huge Graphs with MapReduce
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Bristol, UK P.458-473 (2012) Here (http://dme.rwth-aachen.de/en/ccmr) you find the supplementary material for the paper.
Hassani M., Spaus P., Mohamed Medhat Gaber, Seidl T.:
Density-Based Projected Clustering of Data Streams
The 6th International conference on Scalable Uncertainty Management (SUM 2012), Marburg, Germany. LNAI 7520 P.311-324 (2012)
[SUM 2012]
Boden B.:
Efficient Combined Clustering of Graph and Attribute Data
PhD Workshop of the 38th International Conference on Very Large Data Bases (VLDB 2012), Istanbul (2012)
[VLDB 2012]
Günnemann S., Färber I., Seidl T.:
Multi-View Clustering Using Mixture Models in Subspace Projections
Proc. of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2012), Beijing, China P.132-140 (2012)
[KDD 2012] [Supplementary material]
Günnemann S., Färber I., Virochsiri K., Seidl T.:
Subspace Correlation Clustering: Finding Locally Correlated Dimensions in Subspace Projections of the Data
Proc. of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2012), Beijing, China P.352-360 (2012)
[KDD 2012] [slides]
Boden B., Günnemann S., Hoffmann H., Seidl T.:
Mining Coherent Subgraphs in Multi-Layer Graphs with Edge Labels
Proc. of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2012), Beijing, China P.1258-1266 (2012)
[KDD 2012]
Günnemann S., Boden B., Seidl T.:
Substructure Clustering: A Novel Mining Paradigm for Arbitrary Data Types
Proc. of the 24th International Conference on Scientific and Statistical Database Management (SSDBM 2012), Chania, Greece P.280-297 (2012)
[SSDBM 2012]
Zimmer (née Ivanescu) A., Kranen P., Seidl T.:
Hinging Hyperplane Models for Multiple Predicted Variables
Proceedings of the 24th International Conference on Scientific and Statistical Database Management (SSDBM 2012), Chania, Greece P.431-448 (2012) MultivariateHingingHyperplaneModels.pdf
[SSDBM 2012]
Kranen P., Hassani M., Seidl T.:
BT* - An Advanced Algorithm for Anytime Classification
Proc. of the 24th International Conference on Scientific and Statistical Database Management (SSDBM 2012), Chania, Greece P.298-315 (2012)
[SSDBM 2012]
Hassani M., Seidl T.:
Resource-Aware Distributed Clustering of Drifting Sensor Data Streams
The 4th International Conference on Networked Digital Technologies (NDT 2012), Dubai, UAE. P.592-607 (2012)
[NDT 2012]
Lokoč J., Skopal T., Beecks C., Seidl T.:
Nonmetric Earth Mover's Distance for Efficient Similarity Search
Proc. 4th International Conference on Advances in Multimedia (MMEDIA 2012), Chamonix/Mont Blanc, France (2012) to appear
[MMEDIA 2012]
Kremer H., Günnemann S., Held A., Seidl T.:
Mining of Temporal Coherent Subspace Clusters in Multivariate Time Series Databases
Proceedings 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Kuala Lumpur, Malaysia P.444-455 (2012)  
[PAKDD 2012] [full text PDF]
Günnemann S., Kremer H., Musiol R., Haag R., Seidl T.:
A Subspace Clustering Extension for the KNIME Data Mining Framework
Proc. IEEE International Conference on Data Mining Workshops (ICDMW), Brussels, Belgium P.886-889 (2012) (Demo)
[ICDM 2012] [Download Page]
Assent I., Kranen P., Baldauf C., Seidl T.:
AnyOut: Anytime Outlier Detection on Streaming Data
The 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012), Busan, South Korea (2012)
[DASFAA 2012]
Zimmer (née Ivanescu) A., Kranen P., Smieschek M., Driessen P., Seidl T.:
PA-Miner: Process Analysis using Retrieval, Modeling, and Prediction
The 17th International Conference on Database Systems for Advanced Applications (DASFAA 2012), Busan, South Korea (2012) (Demo)
[DASFAA 2012]
Beecks C., Seidl T.:
On Stability of Adaptive Similarity Measures for Content-Based Image Retrieval
Proc. 18th International Conference on MultiMedia Modeling (MMM 2012), Klagenfurt, Austria P.346-357 (2012)
[MMM 2012] [Prezi presentation]

2011

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]
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]
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]
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]
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]

2010

Bifet A., Holmes G., Pfahringer B., Kranen P., Kremer H., Jansen T., Seidl T.:
MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering
Journal of Machine Learning Research (JMLR) Workshop and Conference Proceedings, Volume 11: Workshop on Applications of Pattern Analysis P.44-50 (2010)
[www.pascal-network.org/wapa2010] [JMLR Proc. Vol. 11] [pdf]
Günnemann S., Färber I., Boden B., Seidl T.:
Subspace Clustering Meets Dense Subgraph Mining: A Synthesis of Two Paradigms
Proc. IEEE International Conference on Data Mining (ICDM 2010), Sydney, Australia P.845-850 (2010)
[ICDM 2010] [Supplementary material]
Beecks C., Uysal M., Seidl T.:
Similarity Matrix Compression for Efficient Signature Quadratic Form Distance Computation
Proc. 3rd International Conference on Similarity Search and Applications (SISAP 2010), Istanbul, Turkey P.109-114 (2010)
[SISAP 2010]
Beecks C., Driessen P., Seidl T.:
Index Support for Content-Based Multimedia Exploration
Proc. 18th ACM International Conference on Multimedia (ACM-MM 2010), Firenze, Italy P.999-1002 (2010) to appear
[ACM Multimedia 2010]
Beecks C., Wiedenfeld S., Seidl T.:
Improving the Efficiency of Content-Based Multimedia Exploration
Proc. International Conference on Pattern Recognition (ICPR 2010), Istanbul, Turkey P.3163 - 3166 (2010)
[ICPR 2010]
Beecks C., Uysal M., Seidl T.:
Signature Quadratic Form Distance
Proc. ACM International Conference on Image and Video Retrieval (CIVR 2010), Xi'an, China P.438-445 (2010)
[CIVR 2010]
Günnemann S., Kremer H., Seidl T.:
Subspace Clustering for Uncertain Data
Proc.  SIAM International Conference on Data Mining (SDM 2010), Columbus, Ohio, USA. P.385-396 (2010)
[SDM 2010]
Müller E., Schiffer M., Seidl T.:
Adaptive Outlierness for Subspace Outlier Ranking
Proc. 19th ACM Conference on Information and Knowledge Management (CIKM 2010), Toronto, Canada P.1629-1632 (2010)
[CIKM 2010]
Kranen P., Günnemann S., Fries S., Seidl T.:
MC-Tree: Improving Bayesian Anytime Classification
Proc. of the 22nd International Conference on Scientific and Statistical Database Management (SSDBM 2010), Heidelberg, Germany, Springer LNCS P.252-269 (2010)
[SSDBM 2010] [DOI: 10.1007/978-3-642-13818-8_19]
Günnemann S., Seidl T.:
Subgraph Mining on Directed and Weighted Graphs
Proc. 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), 21-24 June, 2010 - Hyderabad, India. Springer Lecture Notes in Artificial Intelligence (LNAI) P.133-146 (2010)
[PAKDD 2010]
Kranen P., Krieger R., Denker S., Seidl T.:
Bulk loading Hierarchical Mixture Models for Efficient Stream Classification
Proc. 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2010), Hyderabad, India. Springer LNAI P.325-334 (2010)
[PAKDD 2010] [DOI: 10.1007/978-3-642-13672-6_32]
Assent I., Kremer H., Seidl T.:
Speeding up Complex Video Copy Detection Queries
Proc. of the 15th International Conference on Database Systems for Advanced Applications (DASFAA 2010), Tsukuba, Japan, Springer LNCS 5981 P.307-321 (2010)
[DASFAA 2010]
Müller E., Kranen P., Nett M., Reidl F., Seidl T.:
Air-Indexing on Error Prone Communication Channels
Proc. of the 15th International Conference on Database Systems for Advanced Applications (DASFAA 2010), Tsukuba, Japan, Springer LNCS 5981 P.505-519 (2010)
[DASFAA 2010]
Hassani M., Müller E., Spaus P., Faqolli A., Palpanas T., Seidl T.:
Self-Organizing Energy Aware Clustering of Nodes in Sensor Networks Using Relevant Attributes
Proc. 4th International Workshop on Knowledge Discovery from Sensor Data (SensorKDD 2010) in conjunction with 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA P.87-96 (2010)
[SensorKDD 2010]
Müller E.:
Mining Subspace Clusters: Enhanced Models, Efficient Algorithms and an Objective Evaluation Study
PhD Workshop of the 36th International Conference on Very Large Data Bases (VLDB 2010), Singapore (2010)
[VLDB 2010] [Full Text PDF]
Färber I., Günnemann S., Kriegel H., Kröger P., Müller E., Schubert E., Seidl T., Zimek A.:
On Using Class-Labels in Evaluation of Clusterings
Proc. 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust 2010) in conjunction with 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA (2010)
[MultiClust 2010] [Full Text PDF] [Talk Slides]
Günnemann S., Färber I., Müller E., Seidl T.:
ASCLU: Alternative Subspace Clustering
Proc. 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust 2010) in conjunction with 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA (2010)
[MultiClust 2010] [Full Text PDF] [Talk Slides]
Assent I., Müller E., Günnemann S., Krieger R., Seidl T.:
Less is More: Non-Redundant Subspace Clustering
Proc. 1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust 2010) in conjunction with 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA (2010)
[MultiClust 2010] [Full Text PDF] [Talk Slides]
Assent I., Kranen P., Baldauf C., Seidl T.:
Detecting Outliers on Arbitrary Data Streams using Anytime Approaches
International Workshop on Novel Data Stream Pattern Mining Techniques (StreamKDD 2010) in conjunction with 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA P.10-16 (2010)
[StreamKDD 2010] [online proceedings]
Kremer H., Günnemann S., Seidl T.:
Detecting Climate Change in Multivariate Time Series Data by Novel Clustering and Cluster Tracing Techniques
Proc. 2nd IEEE ICDM Workshop on Knowledge Discovery from Climate Data: Prediction, Extremes, and Impacts (CLIMKD 2010) in conjunction with IEEE International Conference on Data Mining (ICDM 2010), Sydney, Australia P.96-97 (2010)
[ICDM 2010] [CLIMKD 2010]
Beecks C., Uysal M., Seidl T.:
A Comparative Study of Similarity Measures for Content-Based Multimedia Retrieval
Proc. IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore P.1552-1557 (2010)
[ICME 2010]
Beecks C., Uysal M., Seidl T.:
Efficient k-Nearest Neighbor Queries with the Signature Quadratic Form Distance
Proc. 4th International Workshop on Ranking in Databases (DBRank 2010) in conjunction with IEEE 26th International Conference on Data Engineering (ICDE 2010), Long Beach, California, USA P.10 - 15 (2010)
[ICDE 2010 Workshops]
Bifet A., Holmes G., Pfahringer B., Kranen P., Kremer H., Jansen T., Seidl T.:
MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering
Invited presentation at the International Workshop on Handling Concept Drift in Adaptive Information Systems in conjunction with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010). P.3-16 (2010)
Hassani M., Seidl T.:
Network Intrusion Detection using a Secure Ranking of Hidden Outliers
Proceedings of the 15th Syrian Computer Society Meeting on Computer Network Security 27-28 October, Aleppo - Syria. Paper [PDF] (2010)
Günnemann S., Kremer H., Färber I., Seidl T.:
MCExplorer: Interactive Exploration of Multiple (Subspace) Clustering Solutions
Proc. IEEE International Conference on Data Mining (ICDM 2010), Sydney, Australia P.1387-1390 (2010) (Demo)
[ICDM 2010]
Kranen P., Kremer H., Jansen T., Seidl T., Bifet A., Holmes G., Pfahringer B.:
Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA
Proc. IEEE International Conference on Data Mining (ICDM 2010), Sydney, Australia P.1400-1403 (2010) (Demo)
[ICDM 2010]
Kranen P., Kremer H., Jansen T., Seidl T., Bifet A., Holmes G., Pfahringer B.:
Benchmarking Stream Clustering Algorithms within the MOA Framework
16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA (2010) 2010 KDD - MOA (demo).pdf(Demo)
[KDD 2010]
Müller E., Schiffer M., Gerwert P., Hannen M., Jansen T., Seidl T.:
SOREX: Subspace Outlier Ranking Exploration Toolkit
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2010), Barcelona, Spain, Springer, LNAI 6323 P.607-610 (2010) (Demo)
[ECML PKDD 2010]
Assent I., Kremer H., Günnemann S., Seidl T.:
Pattern Detector: Fast Detection of Suspicious Stream Patterns for Immediate Reaction
Proc. International Conference on Extending Database Technology (EDBT/ICDT 2010), Lausanne, Switzerland. P.709-712 (2010) (Demo)
[EDBT/ICDT 2010]
Beecks C., Stadelmann T., Freisleben B., Seidl T.:
Visual Speaker Model Exploration
Proc. 2010 IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore P.727-728 (2010)
[ICME 2010 Demos]

2009

Kranen P., Assent I., Baldauf C., Seidl T.:
Self-Adaptive Anytime Stream Clustering
Proc. IEEE International Conference on Data Mining (ICDM 2009), Miami, USA P.249-258 (2009) (full paper acceptance rate 8.9%)
[ICDM 2009] [DOI: 10.1109/ICDM.2009.47]
Müller E., Assent I., Günnemann S., Krieger R., Seidl T.:
Relevant Subspace Clustering: Mining the Most Interesting Non-Redundant Concepts in High Dimensional Data
Proc. IEEE International Conference on Data Mining (ICDM 2009), Miami, USA P.377-386 (2009) (full paper acceptance rate 8.9%)
[ICDM 2009] [Supplementary material]
Kranen P., Seidl T.:
Harnessing the Strengths of Anytime Algorithms for Constant Data Streams
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), Bled, Slowenia. P.31 (2009) The Paper has additionally been chosen for publication in the Data Mining and Knowledge Discovery Journal, ECML PKDD Special Issue (acceptance rate 3.3%).
[ECML PKDD 2009]
Beecks C., Uysal M., Seidl T.:
Signature Quadratic Form Distances for Content-Based Similarity
Proc. 17th ACM International Conference on Multimedia (ACM-MM 2009), Beijing, China P.697-700 (2009)
[ACM Multimedia 2009]
Beecks C., Wiedenfeld S., Seidl T.:
Cascading Components for Efficient Querying of Similarity-Based Visualizations
IEEE Information Visualization Conference (IEEE InfoVis 2009) (Poster presentation) (2009)
[IEEE VisWeek 2009]
Müller E., Assent I., Krieger R., Günnemann S., Seidl T.:
DensEst: Density Estimation for Data Mining in High Dimensional Spaces
Proc. SIAM International Conference on Data Mining (SDM 2009), Sparks, Nevada, USA. P.173-184 (2009) (full paper acceptance rate 15.6%)
[SDM 2009] [PDF]
Günnemann S., Müller E., Färber I., Seidl T.:
Detection of Orthogonal Concepts in Subspaces of High Dimensional Data
Proc. 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China P.1317-1326 (2009) (full paper acceptance rate 14.5%)
[CIKM 2009] [DOI: 10.1145/1645953.1646120]
Wichterich M., Beecks C., Sundermeyer M., Seidl T.:
Exploring Multimedia Databases via Optimization-Based Relevance Feedback and the Earth Mover's Distance
Proc. 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China. P.1621-1624 (2009)
[CIKM 2009] [DOI: 10.1145/1645953.1646187]
Seidl T., Assent I., Kranen P., Krieger R., Herrmann J.:
Indexing Density Models for Incremental Learning and Anytime Classification on Data Streams
Proc. 12th International Conference on Extending Database Technology (EDBT/ICDT 2009), Saint-Petersburg, Russia. P.311-322 (2009)
[EDBT/ICDT 2009] [DOI: 10.1145/1516360.1516397]
Ahmadi B., Hadjieleftheriou M., Seidl T., Srivastava D., Venkatasubramanian S.:
Type-Based Categorization of Relational Attributes
Proc. 12th International Conference on Extending Database Technology (EDBT/ICDT 2009), Saint-Petersburg, Russia. P.84-95 (2009)
[EDBT/ICDT 2009]
Müller E., Assent I., Seidl T.:
HSM: Heterogeneous Subspace Mining in High Dimensional Data
Proc. 21st International Conference on Scientific and Statistical Database Management (SSDBM 2009), New Orleans, Louisiana, USA P.497-516 (2009)
[SSDBM 2009]
Assent I., Kremer H.:
Robust Adaptable Video Copy Detection
Proc. 11th International Symposium on Spatial and Temporal Databases (SSTD 2009), Aalborg, Denmark. P.380-385 (2009)
[SSTD 2009]
Wang L., Oertel N., Müller E., Seidl T.:
Counterfeit Detection by Extracting Rules from Product Traces
Proc. 12th IASTED International Conference on Intelligent Systems and Control (ISC 2009), Cambridge, USA (2009)
[IASTED ISC 2009]
Assent I., Günnemann S., Kremer H., Seidl T.:
High-dimensional Indexing for Multimedia Features
Proc. 13th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2009), Münster, Germany. Lecture Notes in Informatics (LNI P-144). P.187-206 (2009)
[BTW 2009]
Beecks C., Wichterich M., Seidl T.:
Metrische Anpassung der Earth Mover's Distanz zur Ähnlichkeitssuche in Multimedia-Datenbanken
Proc. 13th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2009), Münster, Germany. Lecture Notes in Informatics (LNI P-144). P.207-216 (2009)
[BTW 2009]
Assent I.:
Efficient adaptive retrieval and mining in large multimedia databases
Proc. 13th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2009), Münster, Germany. Lecture Notes in Informatics (LNI P-144). P.428-437 (2009)
[BTW 2009] [PDF]
Hassani M., Müller E., Seidl T.:
EDISKCO: Energy Efficient Distributed In-Sensor-Network K-center Clustering with Outliers
Proc. 3rd International Workshop on Knowledge Discovery from Sensor Data (SensorKDD 2009) in conjunction with 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), Paris, France P.39-48 (2009)
[SensorKDD 2009]
Kranen P.:
Using Index Structures for Anytime Stream Mining
PhD Workshop of the International Conference on Very Large Data Bases (VLDB 2009), Lyon, France (2009) 2009 VLDB (PhD Workshop) - Anytime Stream Mining.pdf
[VLDB 2009]
Wichterich M., Beecks C., Sundermeyer M., Seidl T.:
Relevance Feedback for the Earth Mover's Distance
7th International Workshop on Adaptive Multimedia Retrieval (AMR 2009), Madrid, Spain. P.72–86 (2009)
[AMR 2009] [Springer LNCS 6535] [DOI: 10.1007/978-3-642-18449-9_7]
Beecks C., Seidl T.:
Visual Exploration of Large Multimedia Databases
Data Management & Visual Analytics (VisMaster Workshop) in conjunction with EuroVis 2009, Berlin, Germany. (2009)
[VisMaster @ EuroVis 2009] [VisMaster 2009]
Beecks C., Seidl T.:
Efficient Content-Based Information Retrieval: A New Similarity Measure for Multimedia Data
Symposium on Future Directions in Information Access (FDIA 2009) in conjunction with 7th European Summer School in Information Retrieval, Padua, Italy. (2009)
[FDIA @ ESSIR 2009]
Müller E., Assent I., Günnemann S., Jansen T., Seidl T.:
OpenSubspace: An Open Source Framework for Evaluation and Exploration of Subspace Clustering Algorithms in WEKA
Proc. 1st Open Source in Data Mining Workshop (OSDM 2009) in conjunction with 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand P.2-13 (2009)
[OpenSubspace Project] [OSDM 2009]
Schiffer M.:
SubRank: Ranking local outliers in projections of high-dimensional spaces
Studierendenprogramm at the 13th GI-conference on Databases, Technology and Web (BTW 2009), Münster, Germany [pdf] (2009)
[BTW 2009 Studierendenprogramm]
Färber I.:
Mining orthogonaler Konzepte in hochdimensionalen Datenbanken
GI Informatiktage 27./28. März 2009 in Bonn P.153-156 (2009)
[Informatiktage]

2008

Wichterich M., Assent I., Kranen P., Seidl T.:
Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction
Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2008), Vancouver, BC, Canada. P.199-212 (2008) (full paper acceptance rate 17.9%)
[SIGMOD 2008] [DOI: 10.1145/1376616.1376639]
Assent I., Wichterich M., Meisen T., Seidl T.:
Efficient Similarity Search Using the Earth Mover's Distance for Large Multimedia Databases
Proc. IEEE 24th International Conference on Data Engineering (ICDE 2008), Cancun, Mexico. P.307-316 (2008) (full paper acceptance rate 19.3%)
[ICDE 2008] [DOI: 10.1109/ICDE.2008.4497439]
Assent I., Krieger R., Müller E., Seidl T.:
INSCY: Indexing Subspace Clusters with In-Process-Removal of Redundancy
Proc. IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy P.719-724 (2008) (acceptance rate 20%)
[ICDM 2008]
Assent I., Krieger R., Müller E., Seidl T.:
EDSC: Efficient Density-Based Subspace Clustering
Proc. ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, USA P.1093-1102 (2008) (full paper acceptance rate 17%)
[CIKM 2008]
Assent I., Krieger R., Afschari F., Seidl T.:
The TS-Tree: Efficient Time Series Search and Retrieval
Proc. 11th International Conference on Extending Data Base Technology (EDBT 2008), Nantes, France. P.252-263 (2008)
[EDBT 2008] [DOI: 10.1145/1353343.1353376]
Brochhaus C., Seidl T.:
IndeGSRI : Efficient View-dependent Ranking in CFD Post-processing Queries with RDBMS
Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM 2008), Hong Kong, China P.598-604 (2008)
[SSDBM 2008] [Springer LNCS 5069]
Meisen P., Seidl T., Henning K.:
A Data-Mining Technique for the Planning and Organization of Truck Platoons
Jacob B. et al. (eds.): International Conference on Heavy Vehicles (HVParis 2008), Heavy Vehicle Transport Technology. ISTE & Wiley. P.389-402 (2008)
[HVParis 2008]
Müller E., Assent I., Krieger R., Jansen T., Seidl T.:
Morpheus: Interactive Exploration of Subspace Clustering
Proc. 14th ACM SIGKDD International Conference on Knowledge Discovery in Databases (KDD 2008), Las Vegas, USA P.1089-1092 (2008) (Demo)
[KDD 2008]
Wichterich M., Beecks C., Seidl T.:
Ranking Multimedia Databases via Relevance Feedback with History and Foresight Support
Proc. 2nd International Workshop on Ranking in Databases (DBRank 2008) in conjunction with IEEE 24th International Conference on Data Engineering (ICDE 2008), Cancun, Mexico P.596-599 (2008)
[ICDE 2008 Workshops] [DOI: 10.1109/ICDEW.2008.4498386]
Müller E., Assent I., Steinhausen U., Seidl T.:
OutRank: ranking outliers in high dimensional data
Proc. 2nd International Workshop on Ranking in Databases (DBRank 2008) in conjunction with IEEE 24th International Conference on Data Engineering (ICDE 2008), Cancun, Mexico P.600-603 (2008)
[ICDE 2008 Workshops] [DOI: 10.1109/ICDEW.2008.4498387]
Assent I., Müller E., Krieger R., Jansen T., Seidl T.:
Pleiades: Subspace Clustering and Evaluation
Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2008), Antwerp, Belgium, Springer LNCS 5212. P.666-671 (2008) (Demo)
[ECML PKKD 2008] [Springer LNCS 5212]
Kranen P., Kensche D., Kim S., Zimmermann N., Müller E., Quix C., Li X., Gries T., Seidl T., Jarke M., Leonhardt S.:
Mobile Mining and Information Management in HealthNet Scenarios
Proceedings of the 9th IEEE MDM International Conference on Mobile Data Management (MDM 2008), Beijing, China P.215-216 (2008) (Demo)
[MDM 2008]
Müller E., Kranen P., Nett M., Reidl F., Seidl T.:
A General Framework for Data Dissemination Simulation for Real World Scenarios
Proceedings of the 14th ACM SIGMOBILE International Conference on Mobile Computing and Networking (MobiCom 2008), San Francisco, USA (2008) (Demo)
[ACM MobiCom 2008]
Ruau D., Kolarik C., Mevissen H.-T., Müller E., Assent I., Krieger R., Seidl T., Hofmann-Apitius M., Zenke M.:
Public microarray repository semantic annotation with ontologies employing text mining and expression profile correlation
BMC Bioinformatics 2008, 9(Suppl 10):O5 doi:10.1186/1471-2105-9-S10-O54th ISCB Student Council Symposium in conjunction with International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada (2008) (poster and oral presentation)
[ISCB 2008] [ISMB 2008]
Kim S., Leonhardt S., Zimmermann N., Kranen P., Kensche D., Müller E., Quix C.:
Influence of contact pressure and moisture on the signal quality of a newly developed textile ECG sensor shirt
5th International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2008), Hong Kong, China (2008)
[BSN 2008]

2007

Assent I., Krieger R., Müller E., Seidl T.:
DUSC: Dimensionality Unbiased Subspace Clustering
Proc. IEEE International Conference on Data Mining (ICDM 2007), Omaha, Nebraska, USA P.409-414 (2007) (acceptance rate 19%)
[ICDM 2007]
Brochhaus C., Seidl T.:
Efficient Index Support for View-Dependent Queries on CFD Data
Papadias D., Zhang D., Kollios G. (eds.): Advances in Spatial and Temporal Databases. Proc. 10th International Symposium on Spatial and Temporal Databases (SSTD 2007), Boston, MA, USA. Springer LNCS 4605 P.57-74 (2007)
[LNCS 4605]
Brochhaus C., Seidl T.:
IndeGS: Index Supported Graphics Data Server for CFD Data Postprocessing
Proc. 33rd International Conference on Very Large Data Bases (VLDB 2007), Vienna, Austria P.1354-1357 (2007) Demo
[VLDB 2007] [Full Text PDF]
Krieger R.:
Nature inspired local pattern detection: new approaches to open data mining questions
Proc. Workshop on Nature-inspired Methods for Local Pattern Detection (NiLOP 2007) in conjunction with NiSIS 2007, St. Julians, Malta (2007)
Müller E.:
Density-based clustering in arbitrary subspaces
Proc. Workshop on Nature-inspired Methods for Local Pattern Detection (NiLOP 2007) in conjunction with NiSIS 2007, St. Julians, Malta (2007)
Assent I., Krieger R., Seidl T.:
AttentionAttractor: efficient video stream similarity query processing in real time
Proc. IEEE 23rd International Conference on Data Engineering (ICDE 2007), Istanbul, Turkey (Demo) P.1509 - 1510 (2007)
[ICDE 2007] [DOI: 10.1109/ICDE.2007.369057]
Assent I.:
Population dynamic coverage for subspace search
Proc. Workshop on Nature-inspired Methods for Local Pattern Detection (NiLOP 2007) in conjunction with NiSIS 2007, St. Julians, Malta (2007)
Assent I., Krieger R., Müller E., Steffens A., Seidl T.:
Evolutionary Subspace Search in biologically-inspired Optimal Niches
Proc. Annual Symposium on Nature inspired Smart Information Systems (NiSIS 2007), St Julians, Malta (2007)
[http://www.nisis.risk-technologies.com/]
Aleksandrowicz A., Kensche D., Kim S., Kranen P., Müller E., Quix C.:
Mobile and Wearable P2P Information Management in HEALTHNET Applications
IEEE Benelux Chapter on Engineering in Medicine and Biology (EMB) (2007)
Müller E.:
Subspace Clustering für die Analyse von CGH Daten
Studierendenprogramm at the 12th GI-conference on Databases, Technology and Web (BTW 2007), Aachen, Germany: 31-33 (2007)
[BTW 2007] [BTW Studierendenprogramm]

2006

Brochhaus C., Wichterich M., Seidl T.:
Approximation Techniques to Enable Dimensionality Reduction for Voronoi-based Nearest Neighbor Search
In Ioannidis Y. et al. (Eds.): Advances in Database Technology - Proc. 10th International Conference on Extending Data Base Technology (EDBT 2006), Munich, Germany. Springer LNCS 3896 P.204-221 (2006) (acceptance rate 16%)
[EDBT 2006] [LNCS 3896]
Assent I., Wenning A., Seidl T.:
Approximation Techniques for Indexing the Earth Mover's Distance in Multimedia Databases
Proc. IEEE International Conference on Data Engineering (ICDE 2006), Atlanta, Georgia, USA. P.11 (2006) (acceptance rate 19.5%)
[ICDE 2006] [DOI: 10.1109/ICDE.2006.25]
Assent I., Krieger R., Glavic B., Seidl T.:
Spatial Multidimensional Sequence Clustering
Proc. 1st International Workshop on Spatial and Spatio-temporal Data Mining (SSTDM 2006)In conjunction with ICDM 2006, Hong Kong P.343-348 (2006)
[SSTDM 2006]
Jovic M., Hatakeyama Y., Dong F., Hirota K., Seidl T., Avdagic Z.:
Fuzzy Multi-Resolution Image Similarity Modeling applied to Image Retrieval
Joint 3rd International Conference on Soft Computing and Intelligent Systems and (SCIS 2006), 7th International Symposium on advanced Intelligent Systems (ISIS 2006), Tokyo Institute of Technology, Tokyo, Japan (2006)
[SCIS & ISIS 2006 Call for Papers]
Assent I., Krieger R., Steffens A., Seidl T.:
A Novel Biology inspired Model for Evolutionary Subspace Clustering
Proc. Annual Symposium on Nature inspired Smart Information Systems (NiSIS 2006), Puerto de la Cruz, Tenerife (2006)
[NiSIS Project]
Thies C., Schmitt Borreda M., Lehmann T., Seidl T.:
A classification framework for content-based extraction of biomedical objects from hierarchically decomposed images
Int. Conference on Image Processing, part of theSPIE Symposium on Medical Imaging (MI 2006), 6144 P.559-568 (2006)
[SPIE MI 2006] [pdf]
Assent I.:
Efficient similarity search and data mining in multimedia databases
Proc. 6th Grace Hopper Celebration of Women in Computing 2006 (2006)
[Grace Hopper]
Möllers M., Müller E., Neider D., Seweryn L.:
MediSign - Secure Pharmaceutic Distribution
GI Informatiktage 31. März - 01. April 2006 in Bonn P.113-115 (2006)
[Informatiktage]

2005

Enderle J., Schneider N., Seidl T.:
Efficiently Processing Queries on Interval-and-Value Tuples in Relational Databases
Proc. 31st Internat. Conf. on Very Large Data Bases (VLDB 2005), Trondheim, Norway P.385-396 (2005) (acceptance rate 16.5%)
[VLDB 2005]
Zaki M., Peters M., Assent I., Seidl T.:
CLICKS: An Effective Algorithm for Mining Subspace Clusters in Categorical Datasets
Proc. ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD 2005), Chicago, IL, USA P.736 - 742 (2005) (acceptance rate 22%)
[KDD 2005]
Brochhaus C., Enderle J., Schlosser A., Seidl T., Stolze K.:
Integrating the Relational Interval Tree into IBM’s DB2 Universal Database Server
Proc. 11th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2005), Karlsruhe, Germany. GI-Edition Lecture Notes in Informatics 65 P.67-86 (2005) (acceptance rate 25%)
[BTW 2005]
Lehmann T. M., Beier D., Thies C., Seidl T.:
Segmentation of medical images combining local, regional, global, and hierarchical distances into a bottom-up region merging scheme
Proc. SPIE Symposium on Medical Imaging (MI 2005): Image Processing, Vol. 5747(56) P.546-555 (2005)
[Conference homepage] [program]
Jovic M., Seidl T., Hatakeyama Y., Hirota K.:
Multi Agent Based Image Retrieval System Applied to Decision Making
4th Internat. Workshop on Agent-based Approaches in Economic and Social Complex Systems (AESCS 2005), 2nd Symposium on Creation of Agent-Based Social Systems Sciences (ABSSS), Tokyo Institute of Technology, Tokyo, Japan P.101-110 (2005) PAAA AESCS
[Workshop program]
Glavic B.:
Subspace Sequence Clustering - Datamining zur Entscheidungsunterstützung in der Hydrologie
Studierendenprogramm der 11. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW 2005), Karlsruhe, Germany P.15-17 (2005) Full Text PDF
[conference] [BTW Studierendenprogramm]
Schulte-Coerne T.:
Visualisierung von Distanzfunktionen insbesondere der Earth Movers Distance
GI Informatiktage 2005, Schloss Birlinghoven: 8. bis 9. April 2005 P.139-142 (2005)
[conference homepage]

2004

Enderle J., Hampel M., Seidl T.:
Joining Interval Data in Relational Databases
Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD 2004), Paris, France P.683-694 (2004) (acceptance rate 16%)
[SIGMOD 2004]
Kailing K., Kriegel H.-P., Schönauer S., Seidl T.:
Efficient Similarity Search in Large Databases of Tree Structured Objects
(Poster) Proc. IEEE Int. Conf. on Data Engineering (ICDE 2004). P.835 (2004) (acceptance rate 19%)
[ICDE 2004]
Kailing K., Kriegel H.-P., Schönauer S., Seidl T.:
Efficient Similarity Search for Hierarchical Data in Large Databases
Proc. 9th Int. Conf. on Extending Data Base Technology (EDBT 2004), Heraklion - Crete, Greece. Springer LNCS 2992 P.676-693 (2004) (acceptance rate 14%)
[conference homepage]
Jovic M., Seidl T., Stejic Z., Assent I.:
Image Clustering and Retrieval Combining fixed/adaptive-binned Histograms and various Distance Functions
2004 IEEE Conference on Cybernetics and Intelligent Systems (CIS 2004) P.301-306 (2004)
[CIS 2004]
Lehmann T., Plodowski B., Spitzer K., Wein B., Ney H., Seidl T.:
Extended Query Refinement for Content-Based Access to Large Medical Image Databases
Proc. SPIE Symposium on Medical Imaging (MI 2004): PACS and Imaging Informatics, Vol. 5371(15) P.90-98 (2004)
[Conference homepage] [program]
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.:
A Cost Model for Spatial Intersection Queries on RI-Trees
Proc. 9th Int'l Conf. on Database Systems for Advanced Applications (DASFAA 2004), Jeju Island, Korea. Springer LNCS 2973 P.331-338 (2004) (acceptance rate 29%)
[DASFAA 2004] [Springer Link]

2003

Kriegel H.-P., Kröger P., Mashael Z., Pfeifle M., Pötke M., Seidl T.:
Effective Similarity Search on Voxelized CAD Objects
Proc. 8th Int. Conf. on Database Systems for Advanced Applications (DASFAA 2003), Kyoto, Japan. IEEE Computer Society P.27-36 (2003)
[IEEE electronic edition] [conference homepage]
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.:
Spatial Query Processing for High Resolutions
Proc. 8th Int. Conf. on Database Systems for Advanced Applications (DASFAA 2003), Kyoto, Japan. IEEE Computer Society P.17-26 (2003)
[IEEE electronic edition] [conference homepage]
Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.:
The Paradigm of Relational Indexing: A Survey
Proc. 10th GI-Conf. on Database Systems for Business, Technology, and the Web (BTW 2003), Leipzig, Germany. GI-Edition Lecture Notes in Informatics, P-26 P.285-304 (2003)
[conference homepage]
Assent I.:
Komplexität endlicher selbst-verifizierender Automaten
Tagungsband Informatiktage 2003 (2003)

2002

Kriegel H.-P., Pfeifle M., Pötke M., Seidl T.:
A Cost Model for Interval Intersection Queries on RI-Trees
Proc. 14th Int. Conf. on Scientific and Statistical Database Management (SSDBM 2002), Edinburgh, UK. IEEE Computer Society P.131-141 (2002)
[IEEE electronic edition] [conference homepage]
A. Kuckelberg, Krieger R.:
Efficient Structure Oriented Storage of XML Documents Using ORDBMS
Proc. of the VLDB 2002 Workshop EEXTT and CAiSE 2002 Workshop DTWeb on Efficiency and Effectiveness of XML Tools and Techniques and Data Integration over the Web-Revised Papers (EEXTT 2002), Hong Kong, China. Springer LNCS 2590 P.131-143 (2002)
[Conference-Homepage]

2001

Kriegel H.-P., Müller A., Pötke M., Seidl T.:
Spatial Data Management for Computer Aided Design
Demo, Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD 2001), Santa Barbara, California P.614 (2001)
[Conference-Homepage]
Kriegel H.-P., Müller A., Pötke M., Seidl T.:
DIVE: Database Integration for Virtual Engineering
Demo Proc. IEEE 17th Int. Conf. on Data Engineering (ICDE 2001), Heidelberg, Germany P.15-16 (2001)
Kriegel H.-P., Pötke M., Seidl T.:
Interval Sequences: An Object-Relational Approach to Manage Spatial and Temporal Data
Proc. 7th Int. Symposium on Spatial and Temporal Databases (SSTD 2001), Los Angeles, California. Springer LNCS 2121 P.481-501 (2001)
[Conference-Homepage]
Kriegel H.-P., Pötke M., Seidl T.:
Object-Relational Indexing for General Interval Relationships
Proc. 7th Int. Symposium on Spatial and Temporal Databases (SSTD 2001), Los Angeles, California, LNCS 2121 P.522-542 (2001)
[Conference-Homepage]
Böhm C., Kriegel H.-P., Seidl T.:
Adaptable Similarity Search Using Vector Quantization
Proc. Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK 2001), Munich, Germany. Springer LNCS 2114 P.317-327 (2001)

2000

Kriegel H.-P., Pötke M., Seidl T.:
Managing Intervals Efficiently in Object-Relational Databases
Proc. 26th Int. Conf. on Very Large Data Bases (VLDB 2000), Cairo, Egypt P.407-418 (2000)
[Demo RI-Tree]

1999

Ankerst M., Kastenmüller G., Kriegel H.-P., Seidl T.:
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
Proc. 6th Int. Symposium on Spatial Databases (SSD 1999), Hong Kong, China, LNCS 1651 P.207-226 (1999)
Ankerst M., Kastenmüller G., Kriegel H.-P., Seidl T.:
Nearest Neighbor Classification in 3D Protein Databases
Proc. 7th Int. Conf. on Intelligent Systems for Molecular Biology (ISMB 1999), Heidelberg, Germany. AAAI Press P.34-43 (1999)

1998

Seidl T., Kriegel H.-P.:
Optimal Multi-Step k-Nearest Neighbor Search
Proc. ACM SIGMOD Int. Conf. on Management of Data (SIGMOD 1998), Seattle, Washington P.154-165 (1998)
[Download@ACM] [Statistics@ACM]
Ankerst M., Braunmüller B., Kriegel H.-P., Seidl T.:
Improving Adaptable Similarity Query Processing by Using Approximations
Proc. 24th Int. Conf. on Very Large Data Bases (VLDB 1998), New York, USA P.206-217 (1998)
Berchtold S., Ertl B., Keim D. A., Kriegel H.-P., Seidl T.:
Fast Nearest Neighbor Search in High-Dimensional Spaces
Proc. IEEE 14th Int. Conf. on Data Engineering (ICDE 1998), Orlando, Florida P.209-218 (1998)
Kastenmüller G., Kriegel H.-P., Seidl T.:
Similarity Search in 3D Protein Databases
Proc. German Conf. on Bioinformatics (GCB 1998), Cologne, Germany (1998)

1997

Seidl T., Kriegel H.-P.:
Efficient User-Adaptable Similarity Search in Large Multimedia Databases
Proc. 23rd Int. Conf. on Very Large Data Bases (VLDB 1997), Athens, Greece P.506-515 (1997)
Kriegel H.-P., Schmidt T., Seidl T.:
3D Similarity Search by Shape Approximation
Proc. 5th Int. Symposium on Large Spatial Databases (SSD 1997), Berlin, Germany, LNCS 1262 P.11-28 (1997)

1995

Seidl T., Kriegel H.-P.:
A 3D Molecular Surface Representation Supporting Neighborhood Queries
Proc. 4th Int. Symposium on Large Spatial Databases (SSD 1995), Portland, Maine, USA, LNCS 951 P.240-258 (1995)
Seidl T., Kriegel H.-P.:
Solvent Accessible Surface Representation in a Database System for Protein Docking
Proc. 3rd Int. Conf. on Intelligent Systems for Molecular Biology (ISMB 1995), Cambridge, UK. AAAI Press P.350-358 (1995)
Ester M., Kriegel H.-P., Seidl T., Xu X.::
Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank
Proc. 6th German Conf. on Database Systems Datenbanken in Büro, Technik und Wissenschaft (BTW 1995), Dresden, Germany. Springer Series Informatik Aktuell P.373-382 (1995)
Kriegel H.-P., Schmidt T., Seidl T.:
Moleküloberflächen in einer objektorientierten Proteindatenbank
Proc. German Conf. on Bioinformatics (GCB 1995), Braunschweig, Germany (1995)

1994

Keim D. A., Kriegel H.-P., Seidl T.:
Supporting Data Mining of Large Databases by Visual Feedback Queries
Proc. IEEE 10th Int. Conf. on Data Engineering (ICDE 1994), Houston, Texas P.302-313 (1994)
Aldinger K., Ester M., Förstner G., Kriegel H.-P., Seidl T.:
Datenbankunterstützung für das Protein-Protein-Docking: ein effizienter und robuster Feature-Index
Proc. German Conf. on Bioinformatics (GCB 1994), Jena, Germany P.41-52 (1994)

1993

Keim D. A., Kriegel H.-P., Seidl T.:
Visual Feedback in Querying Large Databases
Proc. IEEE Int. Conf. on Visualization 1993, San Jose, California P.158-165 (1993)