Thomas Seidl

According to our database1, Thomas Seidl authored at least 282 papers between 1993 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Data Science: a proposal for a curriculum.
I. J. Data Science and Analytics, 2018

PARADISO: an interactive approach of parameter selection for the mean shift algorithm.
Proceedings of the 30th International Conference on Scientific and Statistical Database Management, 2018

D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space.
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

Mirror Mirror on the Wall, What is the Fairest Linear Parameter Space Representation of All? On Representations of Linear Parameter Space in Context of Clustering.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Identifying Entangled Data Points on Iteration Trajectories of Clusterings.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Efficient Infrequent Itemset Mining Using Depth-First and Top-Down Lattice Traversal.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Using internal evaluation measures to validate the quality of diverse stream clustering algorithms.
Vietnam J. Computer Science, 2017

MiMAG: mining coherent subgraphs in multi-layer graphs with edge labels.
Knowl. Inf. Syst., 2017

Automated Pattern Analysis in Gesture Research: Similarity Measuring in 3D Motion Capture Models of Communicative Action.
Digital Humanities Quarterly, 2017

Incremental Temporal Pattern Mining Using Efficient Batch-Free Stream Clustering.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Detecting Global Hyperparaboloid Correlated Clusters Based on Hough Transform.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Fast Similarity Search with the Earth Mover's Distance via Feasible Initialization and Pruning.
Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

Understanding the bigger picture: batch-free exploration of streaming sequential patterns with accurate prediction.
Proceedings of the Symposium on Applied Computing, 2017

Multimedia Similarity Search.
Proceedings of the Datenbanksysteme für Business, 2017

TESSERACT: Time-Drifts in Event Streams Using Series of Evolving Rolling Averages of Completion Times.
Proceedings of the Business Process Management - 15th International Conference, 2017

2016
Clustering Big Data streams: recent challenges and contributions.
it - Information Technology, 2016

Efficient Query Processing in 3D Motion Capture Gesture Databases.
Int. J. Semantic Computing, 2016

A Distance-Based Approach for Semantic Dissimilarity in Knowledge Graphs.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

Infusing Geo-Recency Mixture Models for Effective Location Prediction in LBSN.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Content-based retrieval in videos from laparoscopic surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Detecting Change Processes in Dynamic Networks by Frequent Graph Evolution Rule Mining.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Effect of Heuristics on Serendipity in Path-Based Storytelling with Linked Data.
Proceedings of the Human Interface and the Management of Information: Information, Design and Interaction, 2016

A geometric approach for mining sequential patterns in interval-based data streams.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Normalized Semantic Web Distance.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Efficient Query Processing using the Earth's Mover Distance in Video Databases.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Towards an Efficient Ranking of Interval-Based Patterns.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Distance-based Multimedia Indexing.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Approximation-Based Efficient Query Processing with the Earth Mover's Distance.
Proceedings of the Database Systems for Advanced Applications, 2016

I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2015
MultiClust special issue on discovering, summarizing and using multiple clusterings.
Machine Learning, 2015

Subspace clustering of data streams: new algorithms and effective evaluation measures.
J. Intell. Inf. Syst., 2015

Efficient similarity search in scientific databases with feature signatures.
Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Spatiotemporal Similarity Search in 3D Motion Capture Gesture Streams.
Proceedings of the Advances in Spatial and Temporal Databases, 2015

Efficient Process Discovery From Event Streams Using Sequential Pattern Mining.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

FELICITY: A Flexible Video Similarity Search Framework Using the Earth Mover's Distance.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion - Position Paper.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

UrbanHubble: Location Prediction and Geo-Social Analytics in LBSN.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Internal Clustering Evaluation of Data Streams.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2015

Content-Based Image Retrieval with Gaussian Mixture Models.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Mining Sequential Patterns of Event Streams in a Smart Home Application.
Proceedings of the LWA 2015 Workshops: KDML, 2015

Adaptive Stream Clustering Using Incremental Graph Maintenance.
Proceedings of the 4th International Workshop on Big Data, 2015

Effective Content-Based Near-Duplicate Video Detection.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Earth Mover's Distance vs. Quadratic form Distance: An Analytical and Empirical Comparison.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Endoscopic Video Retrieval: A Signature-Based Approach for Linking Endoscopic Images with Video Segments.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Efficient Query Processing in 3D Motion Capture Databases via Lower Bound Approximation of the Gesture Matching Distance.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture Databases.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Improving Semantic Relatedness in Paths for Storytelling with Linked Data on the Web.
Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

Large-scale Efficient and Effective Video Similarity Search.
Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval, 2015

Gradient-based Signatures for Efficient Similarity Search in Large-scale Multimedia Databases.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

On efficient content-based near-duplicate video detection.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Optimizing Sequential Pattern Mining Within Multiple Streams.
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

Big Data-Zentren - Vorstellung und Panel.
Proceedings of the Datenbanksysteme für Business, 2015

Sequential Pattern Mining of Multimodal Streams in the Humanities.
Proceedings of the Datenbanksysteme für Business, 2015

Distance-based Multimedia Indexing.
Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW 2015), 2015

Gradient-based signatures for big multimedia data.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Parallel Density-Based Stream Clustering Using a Multi-user GPU Scheduler.
Proceedings of the Beyond Databases, Architectures and Structures, 2015

2014
Machining Intelligence Network: Data Mining and Semantic Search in Manufacturing Industry.
Proceedings of the Towards the Internet of Services: The THESEUS Research Program, 2014

On stability of signature-based similarity measures for content-based image retrieval.
Multimedia Tools Appl., 2014

GAMer: a synthesis of subspace clustering and dense subgraph mining.
Knowl. Inf. Syst., 2014

KDD-SC: Subspace Clustering Extensions for Knowledge Discovery Frameworks.
CoRR, 2014

Activity recognition from sensors using dyadic wavelets and Hidden Markov Model.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

Near-Optimal Activity Prediction through Efficient Wavelet Modulus Maxima Partitioning and Conditional Random Fields.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Inverse predictions on continuous models in scientific databases.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Subspace anytime stream clustering.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

(k, d)-core anonymity: structural anonymization of massive networks.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Density-Based Subspace Clustering in Heterogeneous Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Context-based location clustering and prediction using conditional random fields.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Multimedia, 2014

Effective Map Matching Using Curve Tangents and Hidden Markov Model.
Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

Adaptive Multiple-Resolution Stream Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

On the Stability of Signature-Based Distance Functions for Content-Based Image Retrieval.
Proceedings of the 16th LWA Workshops: KDML, 2014

SMVC: semi-supervised multi-view clustering in subspace projections.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Check-in Location Prediction Using Wavelets and Conditional Random Fields.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

PHiDJ: Parallel similarity self-join for high-dimensional vector data with MapReduce.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Prediction of freezing of gait from Parkinson's Disease movement time series using conditional random fields.
Proceedings of the Third ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health, 2014

The Normalized Freebase Distance.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

Projected Clustering for Huge Data Sets in MapReduce.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering.
Proceedings of the Database Systems for Advanced Applications, 2014

Efficient Filter Approximation Using the Earth Mover's Distance in Very Large Multimedia Databases with Feature Signatures.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

On Efficient Query Processing with the Earth Mover's Distance.
Proceedings of the 7th Workshop on Ph.D Students, 2014

Towards Named-Entity-based Similarity Measures: Challenges and Opportunities.
Proceedings of the 7th International Workshop on Exploiting Semantic Annotations in Information Retrieval, 2014

2013
Support Vector Machine Classification Based on Correlation Prototypes Applied to Bone Age Assessment.
IEEE J. Biomedical and Health Informatics, 2013

Datenmanagement und -exploration an der RWTH Aachen.
Datenbank-Spektrum, 2013

Private Map Matching: Realistic Private Route Cognition on Road Networks.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

BodyGuards: A Clairvoyant Location Predictor Using Frequent Neighbors and Markov Model.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

A Model for Context-Aware Location Identity Preservation Using Differential Privacy.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Nesting the earth mover's distance for effective cluster tracing.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

RMiCS: a robust approach for mining coherent subgraphs in edge-labeled multi-layer graphs.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Effective Evaluation Measures for Subspace Clustering of Data Streams.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Efficient Mining of Combined Subspace and Subgraph Clusters in Graphs with Feature Vectors.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Signature matching distance for content-based image retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Bone age assessment using support vector regression with smart class mapping.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

HealthNet: A System for Mobile and Wearable Health Information Management.
Proceedings of the 3rd International Workshop on Information Management for Mobile Applications, 2013

Adaptive Model Tree for Streaming Data.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

An Evaluation Framework for Temporal Subspace Clustering Approaches.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Spectral Subspace Clustering for Graphs with Feature Vectors.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Using a Multitasking GPU Environment for Content-Based Similarity Measures of Big Data.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

Subspace MOA: Subspace Stream Clustering Evaluation Using the MOA Framework.
Proceedings of the Database Systems for Advanced Applications, 2013

Detecting and exploring clusters in attributed graphs: a plugin for the gephi platform.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Content-based exploration of multimedia databases.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

MR-DSJ: Distance-Based Self-Join for Large-Scale Vector Data Analysis with MapReduce.
Proceedings of the Datenbanksysteme für Business, 2013

2012
Distributed Weighted Clustering of Evolving Sensor Data Streams with Noise.
JDIM, 2012

The ClasSi coefficient for the evaluation of ranking quality in the presence of class similarities.
Frontiers Comput. Sci., 2012

An Index-Inspired Algorithm for Anytime Classification on Evolving Data Streams.
Datenbank-Spektrum, 2012

Tracing Evolving Subspace Clusters in Temporal Climate Data.
Data Min. Knowl. Discov., 2012

Finding density-based subspace clusters in graphs with feature vectors.
Data Min. Knowl. Discov., 2012

Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081).
Dagstuhl Reports, 2012

Density-Based Projected Clustering of Data Streams.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

BT* - An Advanced Algorithm for Anytime Classification.
Proceedings of the Scientific and Statistical Database Management, 2012

Hinging Hyperplane Models for Multiple Predicted Variables.
Proceedings of the Scientific and Statistical Database Management, 2012

Substructure Clustering: A Novel Mining Paradigm for Arbitrary Data Types.
Proceedings of the Scientific and Statistical Database Management, 2012

CC-MR - Finding Connected Components in Huge Graphs with MapReduce.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Mining of Temporal Coherent Subspace Clusters in Multivariate Time Series Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Resource-Aware Distributed Clustering of Drifting Sensor Data Streams.
Proceedings of the Networked Digital Technologies - 4th International Conference, 2012

Differential Private Trajectory Obfuscation.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2012

On Stability of Adaptive Similarity Measures for Content-Based Image Retrieval.
Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

Subspace correlation clustering: finding locally correlated dimensions in subspace projections of the data.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Multi-view clustering using mixture models in subspace projections.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Mining coherent subgraphs in multi-layer graphs with edge labels.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Subspace search and visualization to make sense of alternative clusterings in high-dimensional data.
Proceedings of the 2012 IEEE Conference on Visual Analytics Science and Technology, 2012

Effective and Robust Mining of Temporal Subspace Clusters.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Employing the Principal Hessian Direction for Building Hinging Hyperplane Models.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

A Subspace Clustering Extension for the KNIME Data Mining Framework.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Differential private trajectory protection of moving objects.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on GeoStreaming, 2012

TMC-pattern: holistic trajectory extraction, modeling and mining.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012

Stream Data Mining Using the MOA Framework.
Proceedings of the Database Systems for Advanced Applications, 2012

PA-Miner: Process Analysis Using Retrieval, Modeling, and Prediction.
Proceedings of the Database Systems for Advanced Applications, 2012

AnyOut: Anytime Outlier Detection on Streaming Data.
Proceedings of the Database Systems for Advanced Applications, 2012

A tool for automated evaluation of algorithms.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Tracing clusters in evolving graphs with node attributes.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
The ClusTree: indexing micro-clusters for anytime stream mining.
Knowl. Inf. Syst., 2011

Special section on spatial and temporal databases.
GeoInformatica, 2011

Biometric Template Protection - Ein Bericht über das Projekt BioKeyS.
Datenschutz und Datensicherheit, 2011

Efficient Processing of Multiple DTW Queries in Time Series Databases.
Proceedings of the Scientific and Statistical Database Management, 2011

Hierarchical Clustering for Real-Time Stream Data with Noise.
Proceedings of the Scientific and Statistical Database Management, 2011

Parameterized earth mover's distance for efficient metric space indexing.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Applying similarity search for the investigation of the fuel injection process.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

DB-CSC: A Density-Based Approach for Subspace Clustering in Graphs with Feature Vectors.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

MOA: A Real-Time Analytics Open Source Framework.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Tracing Evolving Clusters by Subspace and Value Similarity.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

L2-Signature Quadratic Form Distance for Efficient Query Processing in Very Large Multimedia Databases.
Proceedings of the Advances in Multimedia Modeling, 2011

Content-Based Multimedia Retrieval in the Presence of Unknown User Preferences.
Proceedings of the Advances in Multimedia Modeling, 2011

Modeling multimedia contents through probabilistic feature signatures.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Indexing the signature quadratic form distance for efficient content-based multimedia retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Towards a Mobile Health Context Prediction: Sequential Pattern Mining in Multiple Streams.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Noise-aware Concise Clustering of Streaming Sensor Data in a Logarithmic Time.
Proceedings of the Report of the symposium "Lernen, 2011

Finding Density-Based Subspace Clusters in Graphs with Feature Vectors.
Proceedings of the Report of the symposium "Lernen, 2011

An effective evaluation measure for clustering on evolving data streams.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Analyzing the inner workings of the Signature Quadratic Form Distance.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Flexible Fault Tolerant Subspace Clustering for Data with Missing Values.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Statistical selection of relevant subspace projections for outlier ranking.
Proceedings of the 27th International Conference on Data Engineering, 2011

Modeling image similarity by Gaussian mixture models and the Signature Quadratic Form Distance.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Preserving privacy of moving objects via temporal clustering of spatio-temporal data streams.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2011

Subspace clustering for indexing high dimensional data: a main memory index based on local reductions and individual multi-representations.
Proceedings of the EDBT 2011, 2011

Scalable density-based subspace clustering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Processing the signature quadratic form distance on many-core GPU architectures.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

External evaluation measures for subspace clustering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

A hybrid control approach for low temperature combustion engine control.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Feature-Based Graph Similarity with Co-Occurrence Histograms and the Earth Mover's Distance.
Proceedings of the Datenbanksysteme für Business, 2011

A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases.
Proceedings of the Datenbanksysteme für Business, 2011

Filtertechniken für geschützte biometrische Datenbanken.
Proceedings of the Datenbanksysteme für Business, 2011

Efficient Database Techniques for Identification with Fuzzy Vault Templates.
Proceedings of the BIOSIG 2011, 2011

Binary Search.
Proceedings of the Algorithms Unplugged, 2011

2010
CoDA: Interactive Cluster Based Concept Discovery.
PVLDB, 2010

MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

MC-Tree: Improving Bayesian Anytime Classification.
Proceedings of the Scientific and Statistical Database Management, 2010

Similarity matrix compression for efficient signature quadratic form distance computation.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Subspace Clustering for Uncertain Data.
Proceedings of the SIAM International Conference on Data Mining, 2010

SOREX: Subspace Outlier Ranking Exploration Toolkit.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Bulk Loading Hierarchical Mixture Models for Efficient Stream Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Subgraph Mining on Directed and Weighted Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Index support for content-based multimedia exploration.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Improving the Efficiency of Content-Based Multimedia Exploration.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A comparative study of similarity measures for content-based multimedia retrieval.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Visual speaker model exploration.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data.
Proceedings of the ICDM 2010, 2010

Detecting Climate Change in Multivariate Time Series Data by Novel Clustering and Cluster Tracing Techniques.
Proceedings of the ICDMW 2010, 2010

Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA.
Proceedings of the ICDMW 2010, 2010

MCExplorer: Interactive Exploration of Multiple (Subspace) Clustering Solutions.
Proceedings of the ICDMW 2010, 2010

Subspace Clustering Meets Dense Subgraph Mining: A Synthesis of Two Paradigms.
Proceedings of the ICDM 2010, 2010

Efficient k-nearest neighbor queries with the Signature Quadratic Form Distance.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Pattern detector: fast detection of suspicious stream patterns for immediate reaction.
Proceedings of the EDBT 2010, 2010

Air-Indexing on Error Prone Communication Channels.
Proceedings of the Database Systems for Advanced Applications, 2010

Speeding Up Complex Video Copy Detection Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

Signature Quadratic Form Distance.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Adaptive outlierness for subspace outlier ranking.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Nearest Neighbor Classification.
Proceedings of the Encyclopedia of Database Systems, 2009

Evaluating Clustering in Subspace Projections of High Dimensional Data.
PVLDB, 2009

Anticipatory DTW for Efficient Similarity Search in Time Series Databases.
PVLDB, 2009

SubRank: Ranking Local Outliers in Projections of High-Dimensional Spaces.
Datenbank-Spektrum, 2009

Harnessing the strengths of anytime algorithms for constant data streams.
Data Min. Knowl. Discov., 2009

Using Index Structures for Anytime Stream Mining.
Proceedings of the VLDB 2009 PhD Workshop. Co-located with the 35th International Conference on Very Large Data Bases (VLDB 2009). Lyon, 2009

HSM: Heterogeneous Subspace Mining in High Dimensional Data.
Proceedings of the Scientific and Statistical Database Management, 2009

DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
Proceedings of the SIAM International Conference on Data Mining, 2009

Harnessing the Strengths of Anytime Algorithms for Constant Data Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Signature quadratic form distances for content-based similarity.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

EDISKCO: energy efficient distributed in-sensor-network k-center clustering with outliers.
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009

Relevant Subspace Clustering: Mining the Most Interesting Non-redundant Concepts in High Dimensional Data.
Proceedings of the ICDM 2009, 2009

Self-Adaptive Anytime Stream Clustering.
Proceedings of the ICDM 2009, 2009

Indexing density models for incremental learning and anytime classification on data streams.
Proceedings of the EDBT 2009, 2009

Type-based categorization of relational attributes.
Proceedings of the EDBT 2009, 2009

Exploring multimedia databases via optimization-based relevance feedback and the earth mover's distance.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Detection of orthogonal concepts in subspaces of high dimensional data.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Metrische Anpassung der Earth Mover's Distanz zur Ähnlichkeitssuche in Multimedia-Datenbanken.
Proceedings of the Datenbanksysteme in Business, 2009

High-Dimensional Indexing for Multimedia Features.
Proceedings of the Datenbanksysteme in Business, 2009

Relevance Feedback for the Earth Mover's Distance.
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009

2008
Binäre Suche.
Proceedings of the Taschenbuch der Algorithmen, 2008

Clustering multidimensional sequences in spatial and temporal databases.
Knowl. Inf. Syst., 2008

Extended Query Refinement for Medical Image Retrieval.
J. Digital Imaging, 2008

Public microarray repository semantic annotation with ontologies employing text mining and expression profile correlation.
BMC Bioinformatics, 2008

IndeGSRI: Efficient View-Dependent Ranking in CFD Post- processing Queries with RDBMS.
Proceedings of the Scientific and Statistical Database Management, 2008

Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Pleiades: Subspace Clustering and Evaluation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Mobile Mining and Information Management in HealthNet Scenarios.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Morpheus: interactive exploration of subspace clustering.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

INSCY: Indexing Subspace Clusters with In-Process-Removal of Redundancy.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Ranking multimedia databases via relevance feedback with history and foresight support.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

OutRank: ranking outliers in high dimensional data.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

Efficient similarity search using the Earth Mover's Distance for large multimedia databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

The TS-tree: efficient time series search and retrieval.
Proceedings of the EDBT 2008, 2008

Outlier detection and ranking based on subspace clustering.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

EDSC: efficient density-based subspace clustering.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
VISA: visual subspace clustering analysis.
SIGKDD Explorations, 2007

Clicks: An effective algorithm for mining subspace clusters in categorical datasets.
Data Knowl. Eng., 2007

IndeGS: Index Supported Graphics Data Server for CFD Data Postprocessing.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Efficient Index Support for View-Dependent Queries on CFD Data.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

DUSC: Dimensionality Unbiased Subspace Clustering.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

AttentionAttractor: efficient video stream similarity query processing in real time.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Subspace outlier mining in large multimedia databases.
Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006
Adaptable Distance Functions for Similarity-based Multimedia Retrieval.
Datenbank-Spektrum, 2006

A classification framework for content-based extraction of biomedical objects from hierarchically decomposed images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Spatial Multidimensional Sequence Clustering.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Approximation Techniques for Indexing the Earth Mover's Distance in Multimedia Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Approximation Techniques to Enable Dimensionality Reduction for Voronoi-Based Nearest Neighbor Search.
Proceedings of the Advances in Database Technology, 2006

Efficient multi-step query processing for EMD-based similarity.
Proceedings of the Content-Based Retrieval, 23.04. - 28.04.2006, 2006

2005
Efficient interval management using object-relational database servers.
Inform., Forsch. Entwickl., 2005

Efficiently Processing Queries on Interval-and-Value Tuples in Relational Databases.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Segmentation of medical images combining local, regional, global, and hierarchical distances into a bottom-up region merging scheme.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

CLICKS: an effective algorithm for mining subspace clusters in categorical datasets.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Integrating the Relational Interval Tree into IBM's DB2 Universal Database Server.
Proceedings of the Datenbanksysteme in Business, 2005

Object-Relational Spatial Indexing.
Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004
Joining Interval Data in Relational Databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Efficient Similarity Search in Large Databases of Tree Structured Objects.
Proceedings of the 20th International Conference on Data Engineering, 2004

Efficient Similarity Search for Hierarchical Data in Large Databases.
Proceedings of the Advances in Database Technology, 2004

A Cost Model for Spatial Intersection Queries on RI-Trees.
Proceedings of the Database Systems for Advances Applications, 2004

Nearest Neighbor Search on Multimedia Indexing Structures.
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004

CVDB 2004 Panel: Future Applications and Solutions.
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004

2003
Spatial Query Processing for High Resolutions.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Effective Similarity Search on Voxelized CAD Object.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

The Paradigm of Relational Indexing: a Survey.
Proceedings of the BTW 2003, 2003

Spatial Data Management for Virtual Product Development.
Proceedings of the Computer Science in Perspective, Essays Dedicated to Thomas Ottmann, 2003

2002
Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search.
J. Intell. Inf. Syst., 2002

A Cost Model for Interval Intersection Queries on RI-Trees.
Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

2001
Object-Relational Indexing for General Interval Relationships.
Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Interval Sequences: An Object-Relational Approach to Manage Spatial Data.
Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Spatial Data Management for Computer Aided Design.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

DIVE: Database Integration for Virtual Engineering.
Proceedings of the ICDE 2001, Demo Session Abstracts (Informal Proceedings), 2001

Adaptable Similarity Search Using Vector Quantization.
Proceedings of the Data Warehousing and Knowledge Discovery, 2001

2000
Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space.
IEEE Trans. Knowl. Data Eng., 2000

Managing Intervals Efficiently in Object-Relational Databases.
Proceedings of the VLDB 2000, 2000

1999
Bioinformatik - Aktuelles Schlagwort.
Informatik Spektrum, 1999

3D Shape Histograms for Similarity Search and Classification in Spatial Databases.
Proceedings of the Advances in Spatial Databases, 1999

Nearest Neighbor Classification in 3D Protein Databases.
Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, 1999

Adaptable Similarity Search in Large Image Databases.
Proceedings of the State-of-the-Art in Content-Based Image and Video Retrieval [Dagstuhl Seminar, 1999

1998
Adaptable similarity search in 3-D spatial database systems.
PhD thesis, 1998

A Multistep Approach for Shape Similarity Search in Image Databases.
IEEE Trans. Knowl. Data Eng., 1998

Adaptable Similarity Search in 3-D Spatial Database Systems (Abstract).
Datenbank Rundbrief, 1998

Approximation-Based Similarity Search for 3-D Surface Segments.
GeoInformatica, 1998

Improving Adaptable Similarity Query Processing by Using Approximations.
Proceedings of the VLDB'98, 1998

Optimal Multi-Step k-Nearest Neighbor Search.
Proceedings of the SIGMOD 1998, 1998

Fast Nearest Neighbor Search in High-Dimensional Space.
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

Similarity Search in 3D Protein Databases.
German Conference on Bioinformatics, 1998

1997
Efficient User-Adaptable Similarity Search in Large Multimedia Databases.
Proceedings of the VLDB'97, 1997

3D Similarity Search by Shape Approximation.
Proceedings of the Advances in Spatial Databases, 1997

1995
A 3D Molecular Surface Representation Supporting Neighborhood Queries.
Proceedings of the Advances in Spatial Databases, 1995

Solvent Accessible Surface Representation in a Database System for Protein Docking.
Proceedings of the Third International Conference on Intelligent Systems for Molecular Biology, 1995

Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank.
Proceedings of the Datenbanksysteme in Büro, 1995

1994
Supporting Data Mining of Large Databases by Visual Feedback Queries.
Proceedings of the Tenth International Conference on Data Engineering, 1994

1993
Visual Feedback in Querying Large Databases.
Proceedings of the Proceedings IEEE Visualization '93, 1993


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