Hans-Peter Kriegel

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017

R*-Tree.

[BibT_eX]

[DOI]

Peter Kunath

Proceedings of the Encyclopedia of GIS., 2017

Indexing, X-Tree.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2017

DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2017

The (black) art of runtime evaluation: Are we comparing algorithms or implementations?

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

2016

SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

2015

On reverse-k-nearest-neighbor joins.

[BibT_eX]

[DOI]

GeoInformatica, 2015

Online template matching over a stream of digitized documents.

[BibT_eX]

[DOI]

Michael Stockerl

Christoph Ringlstetter

Eirini Ntoutsi

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

2014

A scalable approach for statistical learning in semantic graphs.

[BibT_eX]

[DOI]

Semantic Web, 2014

Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2014

Exploring subspace clustering for recommendations.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

An extendable framework for managing uncertain spatio-temporal data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Generalized Outlier Detection with Flexible Kernel Density Estimates.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Managing uncertainty in spatial and spatio-temporal data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Continuous Quantile Query Processing in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

Linear Path Skyline Computation in Bicriteria Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

"Strength Lies in Differences": Diversifying Friends for Recommendations through Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

A Framework for Modeling, Computing and Presenting Time-Aware Recommendations.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

Clustering high dimensional data: examining differences and commonalities between subspace clustering and text clustering - a position paper.

[BibT_eX]

[DOI]

Eirini Ntoutsi

SIGKDD Explor., 2013

Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Model-based probabilistic frequent itemset mining.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Spatial inverse query processing.

[BibT_eX]

[DOI]

GeoInformatica, 2013

Robust Image Segmentation in Low Depth Of Field Images

[BibT_eX]

[DOI]

Franz Graf

CoRR, 2013

Geodetic Distance Queries on R-Trees for Indexing Geographic Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Reverse-k-Nearest-Neighbor Join Processing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Similarity Search on Uncertain Spatio-temporal Data.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Optimal Distance Bounds for the Mahalanobis Distance.

[BibT_eX]

[DOI]

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Interactive data mining with 3D-parallel-coordinate-trees.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Cost-Based Quantile Query Processing in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Probabilistic parking queries using aging functions.

[BibT_eX]

[DOI]

Gregor Jossé

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

Minimal spatio-temporal database repairs.

[BibT_eX]

[DOI]

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012

Subspace clustering.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2012

A survey on unsupervised outlier detection in high-dimensional numerical data.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2012

Efficient Traffic Density Prediction in Road Networks Using Suffix Trees.

[BibT_eX]

[DOI]

Künstliche Intell., 2012

Factorizing YAGO: scalable machine learning for linked data.

[BibT_eX]

[DOI]

Maximilian Nickel

Volker Tresp

Proceedings of the 21st World Wide Web Conference 2012, 2012

Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2012

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2012

On Evaluation of Outlier Rankings and Outlier Scores.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Density-based Projected Clustering over High Dimensional Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Discovering global and local bursts in a stream of news.

[BibT_eX]

[DOI]

Max Zimmermann

Irene Ntoutsi

Zaigham Faraz Siddiqui

Myra Spiliopoulou

Proceedings of the ACM Symposium on Applied Computing, 2012

Scalable Relation Prediction Exploiting Both Intrarelational Correlation and Contextual Information.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Enhanced detection of the vertebrae in 2D CT-images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Outlier Detection in Arbitrarily Oriented Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Querying Uncertain Spatio-Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Evaluation of Clusterings - Metrics and Visual Support.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Fast Group Recommendations by Applying User Clustering.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2012

Knowing: a generic data analysis application.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Extending Database Technology, 2012

A Framework for Time-Aware Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

gRecs: A Group Recommendation System Based on User Clustering.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

Exploration of monte-carlo based probabilistic query processing in uncertain graphs.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Indexing uncertain spatio-temporal data.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Probabilistic ranking in fuzzy object databases.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Relative location of CT slices on axial axis.

[BibT_eX]

[DOI]

Dataset, July, 2011

Density-based clustering.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2011

Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Maximum Gain Round Trips with Cost Constraints

[BibT_eX]

[DOI]

Franz Graf

CoRR, 2011

Density Based Subspace Clustering over Dynamic Data.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Continuous Inverse Ranking Queries in Uncertain Streams.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Managing and Mining Multiplayer Online Games.

[BibT_eX]

[DOI]

Andreas Züfle

Proceedings of the Advances in Spatial and Temporal Databases, 2011

MARiO: Multi-Attribute Routing in Open Street Map.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Continuous Probabilistic Count Queries in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

A Visual Evaluation Framework for Spatial Pruning Methods.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Region of Interest Queries in CT Scans.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

TiP: Analyzing Periodic Time Series Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Quality of Similarity Rankings in Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Inverse Queries for Multidimensional Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Spatial Outlier Detection: Data, Algorithms, Visualizations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Interpreting and Unifying Outlier Scores.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Evaluation of Multiple Clustering Solutions.

[BibT_eX]

[DOI]

Proceedings of the 2nd MultiClust Workshop: Discovering, 2011

Fully automatic detection of the vertebrae in 2D CT images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Image Processing, 2011

2D Image Registration in CT Images Using Radial Image Descriptors.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Three-Way Model for Collective Learning on Multi-Relational Data.

[BibT_eX]

[DOI]

Maximilian Nickel

Volker Tresp

Proceedings of the 28th International Conference on Machine Learning, 2011

Robust segmentation of relevant regions in low depth of field images.

[BibT_eX]

[DOI]

Franz Graf

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Revealing Cluster Formation over Huge Volatile Robotic Data.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

A novel probabilistic pruning approach to speed up similarity queries in uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

LOCAR: local compression of alternative routes.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Proximity queries in time-dependent traffic networks using graph embeddings.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

Managing uncertain spatio-temporal data.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data, 2011

Generische Datenintegration zur semantischen Diagnoseunterstützung im Projekt THESEUS MEDICO.

[BibT_eX]

[DOI]

Proceedings of the 41. Jahrestagung der Gesellschaft für Informatik, 2011

2010

Scalable Probabilistic Similarity Ranking in Uncertain Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Metric spaces in data mining: applications to clustering.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2010

Discriminative frequent subgraph mining with optimality guarantees.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2010

Similarity Search and Mining in Uncertain Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Investigating a Correlation between Subcellular Localization and Fold of Proteins.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., 2010

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report)

[BibT_eX]

[DOI]

CoRR, 2010

Towards Archaeo-informatics: Scientific Data Management for Archaeobiology.

[BibT_eX]

[DOI]

Christiaan Hendrikus van der Meijden

Henriette Obermaier

Joris Peters

Proceedings of the Scientific and Statistical Database Management, 2010

Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

Similarity Estimation Using Bayes Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

PAROS: pareto optimal route selection.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Boosting spatial pruning: on optimal pruning of MBRs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

CT slice localization via instance-based regression.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Towards subspace clustering on dynamic data: an incremental version of PreDeCon.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010

Multivariate Prediction for Learning on the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 20th International Conference, 2010

Route skyline queries: A multi-preference path planning approach.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Subspace similarity search using the ideas of ranking and top-k retrieval.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Exploiting local node cache in top-k queries within wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Memory-efficient A*-search using sparse embeddings.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Reverse k-Nearest Neighbor monitoring on mobile objects.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Similarity Search in Time Series of Dynamical Model-based Systems.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2010

Visual Evaluation of Outlier Detection Models.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

On the impact of flash SSDs on spatial indexing.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Workshop on Data Management on New Hardware, 2010

Digging for knowledge with information extraction: a case study on human gene-disease associations.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

KDD Pipeline.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Subspace and projected clustering: experimental evaluation and analysis.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

Supervised Ensembles of Prediction Methods for Subcellular Localization.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2009

Scalable Probabilistic Similarity Ranking in Uncertain Databases (Technical Report)

[BibT_eX]

[DOI]

CoRR, 2009

Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2009

Probabilistic Similarity Search for Uncertain Time Series.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2009

Incremental Reverse Nearest Neighbor Ranking in Vector Spaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2009

ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2009

Near-optimal Supervised Feature Selection among Frequent Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Hot Item Detection in Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Probabilistic frequent itemset mining in uncertain databases.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Hierarchical Bayesian Models for Collaborative Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Incremental Reverse Nearest Neighbor Ranking.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Constrained reverse nearest neighbor search on mobile objects.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Reverse k-nearest neighbor search in dynamic and general metric databases.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases.

[BibT_eX]

[DOI]

Christiaan Hendrikus van der Meijden

Proceedings of the Database Systems for Advanced Applications, 2009

Probabilistic Ranking in Uncertain Vector Spaces.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Periodic Pattern Analysis in Time Series Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

LoOP: local outlier probabilities.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

OSSOBOOK: database and knowledgemanagement techniques for archaeozoology.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

R*-Tree.

[BibT_eX]

[DOI]

Peter Kunath

Proceedings of the Encyclopedia of GIS., 2008

Indexing, X-Tree.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of GIS., 2008

Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Extraction of semantic biomedical relations from text using conditional random fields.

[BibT_eX]

[DOI]

BMC Bioinform., 2008

A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2008

Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2008

ProUD: Probabilistic Ranking in Uncertain Databases.

[BibT_eX]

[DOI]

Thomas Bernecker

Proceedings of the Scientific and Statistical Database Management, 2008

ELKI: A Software System for Evaluation of Subspace Clustering Algorithms.

[BibT_eX]

[DOI]

Elke Achtert

Proceedings of the Scientific and Statistical Database Management, 2008

Statistical Density Prediction in Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Distribution-Based Similarity for Multi-represented Multimedia Objects.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2008

Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2008

Angle-based outlier detection in high-dimensional data.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Metropolis Algorithms for Representative Subgraph Sampling.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

MUSE: Multi-Represented Similarity Estimation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Query Processing in Large Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

T-Time: Threshold-Based Data Mining on Time Series.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Continuous proximity monitoring in road networks.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Approximate Clustering of Time Series Using Compact Model-Based Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

Analysis of Time Series Using Compact Model-Based Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

Index-Supported Similarity Search Using Multiple Representations.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Future trends in data mining.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2007

On Exploring Complex Relationships of Correlation Clusters.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Scientific and Statistical Database Management, 2007

Generalizing the Optimality of Multi-step k -Nearest Neighbor Query Processing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2007

Robust, Complete, and Efficient Correlation Clustering.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Graph Kernels For Disease Outcome Prediction From Protein-Protein Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2007, 2007

Multi-represented Classification Based on Confidence Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Fast Inference in Infinite Hidden Relational Models.

[BibT_eX]

[DOI]

Proceedings of the Mining and Learning with Graphs, 2007

An Efficient Sampling Scheme For Comparison of Large Graphs.

[BibT_eX]

[DOI]

Tobias Petri

S. V. N. Vishwanathan

Proceedings of the Mining and Learning with Graphs, 2007

Browsing and Sorting Digital Pictures Using Automatic Image Classification and Quality Analysis.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007

Proximity queries in large traffic networks.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Spiral Recurrent Neural Network for Online Learning.

[BibT_eX]

[DOI]

Huaien Gao

Rudolf Sollacher

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Probabilistic Nearest-Neighbor Query on Uncertain Objects.

[BibT_eX]

[DOI]

Peter Kunath

Proceedings of the Advances in Databases: Concepts, 2007

Interval-Focused Similarity Search in Time Series Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

Detection and Visualization of Subspace Cluster Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

2006

Multi-Output Regularized Feature Projection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Extending metric index structures for efficient range query processing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Multi-step density-based clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken.

[BibT_eX]

[DOI]

Datenbank-Spektrum, 2006

Infinite Hidden Relational Models.

[BibT_eX]

[DOI]

Proceedings of the UAI '06, 2006

Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Time Series Analysis Using the Concept of Adaptable Threshold Similarity.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

VGM: visual graph mining.

[BibT_eX]

[DOI]

Sebastian Böttger

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Advanced Prototype Machines: Exploring Prototypes for Classification.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Class Prediction from Time Series Gene Expression Profiles Using Dynamical Systems Kernels.

[BibT_eX]

[DOI]

S. V. N. Vishwanathan

Proceedings of the Biocomputing 2006, 2006

Finding Hierarchies of Subspace Clusters.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

An EM-Approach for Clustering Multi-Instance Objects.

[BibT_eX]

[DOI]

Alexey Pryakhin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Parallel Density-Based Clustering of Complex Objects.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Clustering Multi-represented Objects Using Combination Trees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Effective similarity search in multimedia databases using multiple representations.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006

Supervised probabilistic principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Deriving quantitative models for correlation clusters.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Integrating structured biological data by Kernel Maximum Mean Discrepancy.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

Collaborative ordinal regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2006

Hierarchical Genre Classification for Large Music Collections.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

COSMIC: Conceptually Specified Multi-Instance Clusters.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Pattern Mining in Frequent Dynamic Subgraphs.

[BibT_eX]

[DOI]

Peter Wackersreuther

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

ViEWNet: Visual Exploration of Region-Wide Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Threshold Similarity Queries in Large Time Series Databases.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

VICO: Visualizing Connected Object Orderings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

MUSCLE: Music Classification Engine with User Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

TQuEST: Threshold Query Execution for Large Sets of Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

Similarity Search on Time Series Based on Threshold Queries.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2006

Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

Probabilistic Similarity Join on Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2006

3DString: a feature string kernel for 3D object classification on voxelized data.

[BibT_eX]

[DOI]

Johannes Aßfalg

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences.

[BibT_eX]

[DOI]

Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005

Fuzzy Decomposition of Spatially Extended Objects.

[BibT_eX]

Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Clustering Moving Objects via Medoid Clusterings.

[BibT_eX]

Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Selectivity Estimation of High Dimensional Window Queries via Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005

A Probabilistic Clustering-Projection Model for Discrete Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Approximated Clustering of Distributed High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Database Support for Haptic Exploration in Very Large Virtual Environments.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Density-based clustering of uncertain data.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Protein function prediction via graph kernels.

[BibT_eX]

[DOI]

Cheng Soon Ong

S. V. N. Vishwanathan

Alexander J. Smola

Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005

Dirichlet enhanced relational learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2005

Efficient Join Processing for Complex Rasterized Objects.

[BibT_eX]

Proceedings of the ICEIS 2005, 2005

Hierarchical Density-Based Clustering of Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data.

[BibT_eX]

[DOI]

Sebastian H. R. Wurst

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Effective and Efficient Distributed Model-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Hierarchy-Regularized Latent Semantic Indexing.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Shortest-Path Kernels on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Online Hierarchical Clustering in a Data Warehouse Environment.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Multi-represented kNN-Classification for Large Class Sets.

[BibT_eX]

[DOI]

Alexey Pryakhin

Proceedings of the Database Systems for Advanced Applications, 2005

Distributed Intersection Join of Complex Interval Sequences.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

Efficient and effective server-sided distributed clustering.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Measuring the Quality of Approximated Clusterings.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2005

Efficient Similarity Search on Vector Sets.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Business, 2005

Object-Relational Spatial Indexing.

[BibT_eX]

Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004

Probabilistic Memory-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Similarity Search in Biological and Engineering Databases.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2004

Der virtualle Prototyp: Datenbankunterstützung für CAD-Anwendungen.

[BibT_eX]

Datenbank-Spektrum, 2004

Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen.

[BibT_eX]

Datenbank-Spektrum, 2004

Accurate and Efficient Crawling for Relevant Websites.

[BibT_eX]

[DOI]

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Spatial Join for High-Resolution Objects.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Efficient Query Processing on Relational Data-Partitioning Index Structures.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Density-Connected Subspace Clustering for High-Dimensional Data.

[BibT_eX]

[DOI]

Karin Kailing

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Visually Mining through Cluster Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Scalable Density-Based Distributed Clustering.

[BibT_eX]

[DOI]

Eshref Januzaj

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Clustering Multi-represented Objects with Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Content-Based Image Retrieval Using Multiple Representations.

[BibT_eX]

[DOI]

Karin Kailing

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Efficient Density-Based Clustering of Complex Objects.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Density Connected Clustering with Local Subspace Preferences.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Subspace Selection for Clustering High-Dimensional Data.

[BibT_eX]

[DOI]

Christian Baumgartner

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Efficient Similarity Search in Large Databases of Tree Structured Objects.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Engineering, 2004

BOSS: Browsing OPTICS-Plots for Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Engineering, 2004

Object-relational management of complex geographical objects.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Efficient Similarity Search for Hierarchical Data in Large Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2004

DBDC: Density Based Distributed Clustering.

[BibT_eX]

[DOI]

Eshref Januzaj

Proceedings of the Advances in Database Technology, 2004

Classification of Websites as Sets of Feature Vectors.

[BibT_eX]

Proceedings of the IASTED International Conference on Databases and Applications, 2004

Effective Decompositioning of Complex Spatial Objects into Intervals.

[BibT_eX]

Proceedings of the IASTED International Conference on Databases and Applications, 2004

A Quality Measure for Distributed Clustering.

[BibT_eX]

Eshref Januzaj

Proceedings of the IASTED International Conference on Databases and Applications, 2004

A Cost Model for Spatial Intersection Queries on RI-Trees.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advances Applications, 2004

Statistic Driven Acceleration of Object-Relational Space-Partitioning Index Structures.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advances Applications, 2004

Data Mining: The Next Generation.

[BibT_eX]

[DOI]

Proceedings of the Perspectives Workshop: Data Mining: The Next Generation, 11.07., 2004

2003

Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2003

Acceleration of Relational Index Structures Based on Statistics.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Ranking Interesting Subspaces for Clustering High Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Knowing a tree from the forest: art image retrieval using a society of profiles.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Stochastic Driven Relational R-Tree.

[BibT_eX]

Proceedings of the Anais GEOINFO 2003, 2003

Efficient Query Processing on the Relational Quadtree.

[BibT_eX]

Proceedings of the Anais GEOINFO 2003, 2003

Similarity Search in Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003

Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering.

[BibT_eX]

[DOI]

Irina Gotlibovich

Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003

Spatial Query Processing for High Resolutions.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Effective Similarity Search on Voxelized CAD Object.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

The Paradigm of Relational Indexing: a Survey.

[BibT_eX]

[DOI]

Proceedings of the BTW 2003, 2003

Spatial Data Management for Virtual Product Development.

[BibT_eX]

[DOI]

Proceedings of the Computer Science in Perspective, Essays Dedicated to Thomas Ottmann, 2003

2002

Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2002

Optimale Dimensionswahl bei der Bearbeitung des Similarity Join.

[BibT_eX]

[DOI]

Inform. Forsch. Entwickl., 2002

A Cost Model for Interval Intersection Queries on RI-Trees.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Scientific and Statistical Database Management, 2002

Instance Selection Techniques for Memory-based Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Web site mining: a new way to spot competitors, customers and suppliers in the world wide web.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Optimal Dimension Order: A Generic Technique for the Similarity Join.

[BibT_eX]

[DOI]

Florian Krebs

Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

Removing redundancy and inconsistency in memory-based collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2001

Object-Relational Indexing for General Interval Relationships.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Interval Sequences: An Object-Relational Approach to Manage Spatial Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Spatial Data Management for Computer Aided Design.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2001

DIVE: Database Integration for Virtual Engineering.

[BibT_eX]

Proceedings of the ICDE 2001, Demo Session Abstracts (Informal Proceedings), 2001

A Cost Model and Index Architecture for the Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Data Engineering, 2001

Adaptable Similarity Search Using Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Determining the Convex Hull in Large Multidimensional Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2001

Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2000

Multidimensional Index Structures in Relational Databases.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2000

Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2000

Managing Intervals Efficiently in Object-Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the VLDB 2000, 2000

LOF: Identifying Density-Based Local Outliers.

[BibT_eX]

[DOI]

Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Fast Hierarchical Clustering Based on Compressed Data and OPTICS.

[BibT_eX]

[DOI]

Markus M. Breunig

Jörg Sander

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Towards an effective cooperation of the user and the computer for classification.

[BibT_eX]

[DOI]

Mihael Ankerst

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses.

[BibT_eX]

[DOI]

Jörn Kohlhammer

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Dynamically Optimizing High-Dimensional Index Structures.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2000

The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries.

[BibT_eX]

[DOI]

Bernhard Braunmüller

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

Optimal Multidimensional Query Processing Using Tree Striping.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

High Performance Clustering Based on the Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

Efficient Similarity Search in Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000

1999

Bioinformatik - Aktuelles Schlagwort.

[BibT_eX]

[DOI]

Inform. Spektrum, 1999

Perception-Based Classification.

[BibT_eX]

Informatica (Slovenia), 1999

A Fast Parallel Clustering Algorithm for Large Spatial Databases.

[BibT_eX]

[DOI]

Xiaowei Xu

Jochen Jäger

Data Min. Knowl. Discov., 1999

XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension.

[BibT_eX]

[DOI]

Gerald Klump

Proceedings of the Advances in Spatial Databases, 1999

3D Shape Histograms for Similarity Search and Classification in Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial Databases, 1999

OPTICS: Ordering Points To Identify the Clustering Structure.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1999, 1999

OPTICS-OF: Identifying Local Outliers.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Knowledge Discovery in Spatial Databases.

[BibT_eX]

[DOI]

Jörg Sander

Proceedings of the KI-99: Advances in Artificial Intelligence, 1999

Visual Classification: An Interactive Approach to Decision Tree Construction.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Nearest Neighbor Classification in 3D Protein Databases.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, 1999

Efficient Bulk Loading of Large High-Dimensional Indexes.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

Adaptable Similarity Search in Large Image Databases.

[BibT_eX]

[DOI]

Proceedings of the State-of-the-Art in Content-Based Image and Video Retrieval [Dagstuhl Seminar, 1999

Database Primitives for Spatial Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Büro, 1999

1998

A Multistep Approach for Shape Similarity Search in Image Databases.

[BibT_eX]

[DOI]

Mihael Ankerst

IEEE Trans. Knowl. Data Eng., 1998

Clustering for Mining in Large Spatial Databases.

[BibT_eX]

Künstliche Intell., 1998

Approximation-Based Similarity Search for 3-D Surface Segments.

[BibT_eX]

[DOI]

GeoInformatica, 1998

Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 1998

Incremental Clustering for Mining in a Data Warehousing Environment.

[BibT_eX]

[DOI]

Proceedings of the VLDB'98, 1998

Improving Adaptable Similarity Query Processing by Using Approximations.

[BibT_eX]

[DOI]

Proceedings of the VLDB'98, 1998

Optimal Multi-Step k-Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1998, 1998

The Pyramid-Technique: Towards Breaking the Curse of Dimensionality.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1998, 1998

Database Support for Concurrent Digital Mock-up.

[BibT_eX]

Proceedings of the Globalization of Manufacturing in the Digital Communications Era of the 21st Century: Innovation, 1998

Algorithms for Characterization and Trend Detection in Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Data Engineering, 1998

Fast Nearest Neighbor Search in High-Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Data Engineering, 1998

Similarity Search in 3D Protein Databases.

[BibT_eX]

Gabi Kastenmüller

Proceedings of the German Conference on Bioinformatics, 1998

Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 1998

1997

Using Extended Feature Objects for Partial Similarity Retrieval.

[BibT_eX]

[DOI]

VLDB J., 1997

Efficient User-Adaptable Similarity Search in Large Multimedia Databases.

[BibT_eX]

[DOI]

Proceedings of the VLDB'97, 1997

3D Similarity Search by Shape Approximation.

[BibT_eX]

[DOI]

Thomas Schmidt

Proceedings of the Advances in Spatial Databases, 1997

Spatial Data Mining: A Database Approach.

[BibT_eX]

[DOI]

Jörg Sander

Proceedings of the Advances in Spatial Databases, 1997

S3: Similarity Search in CAD Database Systems.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1997, 1997

Fast Parallel Similarity Search in Multimedia Databases.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD 1997, 1997

A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1997

Density-Connected Sets and their Application for Trend Detection in Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Büro, 1997

1996

Visualization Techniques for Mining Large Databases: A Comparison.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1996

The X-tree : An Index Structure for High-Dimensional Data

[BibT_eX]

[DOI]

Proceedings of the VLDB'96, 1996

A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Parallel Processing of Spatial Joins Using R-trees.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results.

[BibT_eX]

Stefan Wirth

Proceedings of the German Conference on Bioinformatics, 1996

1995

Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Perceptual Issues in Visualization, 1995

Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data.

[BibT_eX]

[DOI]

Mihael Ankerst

Proceedings of the 6th IEEE Visualization Conference, 1995

Possibilities and Limits in Visualizing Large Databases.

[BibT_eX]

Proceedings of the Visual Database Systems 3, 1995

A 3D Molecular Surface Representation Supporting Neighborhood Queries.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial Databases, 1995

Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification.

[BibT_eX]

[DOI]

Xiaowei Xu

Proceedings of the Advances in Spatial Databases, 1995

VisDB: A System for Visualizing Large Databases.

[BibT_eX]

[DOI]

Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

A Database Interface for Clustering in Large Spatial Databases.

[BibT_eX]

[DOI]

Xiaowei Xu

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Solvent Accessible Surface Representation in a Database System for Protein Docking.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Intelligent Systems for Molecular Biology, 1995

Measuring the Complexity of Polygonal Objects.

[BibT_eX]

Proceedings of the 3rd ACM International Workshop on Advances in Geographic Information Systems, 1995

Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Büro, 1995

Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Büro, 1995

1994

VisDB: database exploration using multidimensional visualization.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 1994

The Impact of Global Clustering on Spatial Database Systems.

[BibT_eX]

[DOI]

Proceedings of the VLDB'94, 1994

GENESYS: A System for Efficient Spatial Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

Multi-Step Processing of Spatial Joins.

[BibT_eX]

[DOI]

Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

Approximations for a Multi-Step Processing of Spatial Joins.

[BibT_eX]

[DOI]

Proceedings of the IGIS '94: Geographic Information Systems, International Workshop on Advanced Information Systems, Monte Verita, Ascona, Switzerland, February 28, 1994

Supporting Data Mining of Large Databases by Visual Feedback Queries.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Data Engineering, 1994

Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems.

[BibT_eX]

Andreas Miethsam

Proceedings of the Second International Conference on Cooperative Information Systems, 1994

1993

Efficient Spatial Query Processing in Geographic Database Systems.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 1993

Visual Feedback in Querying Large Databases.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Visualization Conference, 1993

Query Processing of Spatial Objects: Complexity versus Redundancy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial Databases, 1993

A Storage and Access Architecture for Efficient Query Processing in Spatial Database Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial Databases, 1993

Handling geometric objects with free form curves in spatial databases.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Solid Modeling Foundations and CAD/CAM Applications, 1993

Efficient Processing of Spatial Joins Using R-Trees.

[BibT_eX]

[DOI]

Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993

Integration of Relational Databases in a Multidatabase System based on Schema Enrichment.

[BibT_eX]

[DOI]

Andreas Miethsam

Proceedings of the RIDE-IMS '93, 1993

Comparison of Approximations of Complex Objects Used for Approximation-based Query Processing in Spatial Database Systems.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Data Engineering, 1993

Query Processing of Geometric Objects with Free Form Boundaries in Spatial Datbases.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

Object-Oriented Querying of Existing Relations Databases.

[BibT_eX]

[DOI]

Andreas Miethsam

Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

Using Visualization to Support Data Mining of Large Existing Databases.

[BibT_eX]

[DOI]

Proceedings of the database Issues for Data Visualization: IEEE Visualization '93 Workshop, 1993

Eine Speicher- und Zugriffsarchitektur zur effizienten Anfragebearbeitung in Geo-Datenbanksystemen.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme in Büro, 1993

Potentials for Improving Query Processing in Spatial Database Systems (article invité).

[BibT_eX]

Proceedings of the Neuvièmes Journées Bases de Données Avancées, 1993

1992

Zeitversionen geometrischer Szenen in Datenbanksystemen.

[BibT_eX]

Holger Horn

Proceedings of the Kurzfassungen des 4. GI-Workshops "Grundlagen von Datenbanken", 1992

The Performance of Object Decomposition Techniques for Spatial Query Processing.

[BibT_eX]

[DOI]

Holger Horn

Proceedings of the Data Structures and Efficient Algorithms, 1992

The Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems.

[BibT_eX]

[DOI]

Proceedings of the Data Structures and Efficient Algorithms, 1992

1991

Ein zerlegungsbasierter Anfrageprozessor für Geo-Objekte und sein Leistungsverhalten.

[BibT_eX]

Peter Heep

Holger Horn

Proceedings of the Kurzfassungen des 3. GI-Workshops "Grundlagen von Datenbanken", 1991

A Flexible and Extensible Index Manager for Spatial Database Systems.

[BibT_eX]

Proceedings of the Proceedings of the International Conference on Database and Expert Systems Applications, 1991

The TR*-Tree: A New Representation of Polygonal Objects Supporting Spatial Queries and Operations.

[BibT_eX]

[DOI]

Proceedings of the Computational Geometry, 1991

Query Processing in Spatial Database Systems.

[BibT_eX]

[DOI]

Proceedings of the New Results and New Trends in Computer Science, 1991

1990

The Buddy-Tree: An Efficient and Robust Access Method for Spatial Data Base Systems.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Very Large Data Bases, 1990

Entwurf eines Bioindikations-Datenbanksystems.

[BibT_eX]

[DOI]

Proceedings of the Informatik für den Umweltschutz, 1990

The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles.

[BibT_eX]

[DOI]

Proceedings of the 1990 ACM SIGMOD International Conference on Management of Data, 1990

Eine effiziente und robuste Zugriffsstruktur für große Mengen polygonaler Objekte.

[BibT_eX]

Proceedings of the Kurzfassungen des 2. Workshops "Grundlagen von Datenbanken", 1990

Homogene Triangulation von Polygonen und deren Einbettung in einen Anfrageprozessor für Raumobjekte.

[BibT_eX]

Peter Heep

Proceedings of the Kurzfassungen des 2. Workshops "Grundlagen von Datenbanken", 1990

Design, Implementation and Performance Comparison of the Buddy-Tree.

[BibT_eX]

Proceedings of the International Conference on Database and Expert Systems Applications, 1990

1989

Multidimensional quantile hashing is very efficient for nonuniform distributions.

[BibT_eX]

[DOI]

Inf. Sci., 1989

Performance Comparison of Point and Spatial Access Methods.

[BibT_eX]

[DOI]

Proceedings of the Design and Implementation of Large Spatial Databases, 1989

Effiziente Punkt- und Raumzugriffsstrukturen für Geo-Datenbanksysteme - Ein Leistungsvergleich.

[BibT_eX]

Proceedings of the Workshop Grundlagen von Datenbanken, 1989

Ein System zur postoperativen Erfassung von Narkoseprotokollen.

[BibT_eX]

[DOI]

Proceedings of the GI, 1989

Retrieving of Parts with Geometric Similarity.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Data Organization and Algorithms, 1989

1988

Techniques for Design and Implementation of Efficient Spatial Access Methods.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Very Large Data Bases, August 29, 1988

PLOP-Hashing: A Grid File without Directory.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Data Engineering, 1988

Spatial Access Methods based on Dynamic Hashing.

[BibT_eX]

[DOI]

Proceedings of the Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung, 1988

Konzepte zur Suche geometrisch ähnlicher Bauteile.

[BibT_eX]

[DOI]

Proceedings of the Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung, 1988

1987

Multidimensional Dynamic Quantile Hashing is Very Efficient for Non-Uniform Record Distributions.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Data Engineering, 1987

1986

Multidimensional Order Preserving Linear Hashing with Partial Expansions.

[BibT_eX]

[DOI]

Proceedings of the ICDT'86, 1986

1985

The Inverted File Tree Machine: Efficient Multi-Key Retrieval for VLSI.

[BibT_eX]

Rita Mannss

Mark H. Overmars

Proceedings of the Foundations of Data Organization, 1985

1984

Performance Comparison of Index Structures for Multi-Key Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD'84, 1984

1983

Insertion-Safeness in Balanced Trees.

[BibT_eX]

[DOI]

Y. S. Kwong

Inf. Process. Lett., 1983

Performance of Index Structures for Databases.

[BibT_eX]

Proceedings of the WG '83, 1983

1982

Variants of Multidimensional B-Trees as Dynamic Index Structures for Associative Retrieval in Database Systems.

[BibT_eX]

Proceedings of the 8th Conference Graphtheoretic Concepts in Computer Science (WG '82), 1982

1981

Dynamic k-Dimensional Multiway Search under Time-Varying Access Frequencies.

[BibT_eX]

[DOI]

Ralf Hartmut Güting

Proceedings of the Theoretical Computer Science, 1981

Weighted Multidimensional B-trees Used as Nearly Optimal Dynamic Dictionaries.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Foundations of Computer Science 1981, Strbske Pleso, Czechoslovakia, August 31, 1981

1980

Space and time optimal algorithms for a class of rectangle intersection problems.

[BibT_eX]

[DOI]

Derick Wood

Inf. Sci., 1980

Optimum Multiway Search Trees.

[BibT_eX]

[DOI]

Derick Wood

Acta Informatica, 1980

Multidimensional B-tree: An Efficient Dynamic File Structure for Exact Match Queries.

[BibT_eX]

[DOI]

Ralf Hartmut Güting

Proceedings of the GI - 10. Jahrestagung, Saarbrücken, 30. September, 1980

1979

Height balanced 2-3 trees.

[BibT_eX]

[DOI]

Derick Wood

Computing, 1979

1977

Left-Fitting Translations.

[BibT_eX]

[DOI]

Thomas Ottmann

Proceedings of the Automata, 1977

1976

Formal Translations and Szilard Languages

[BibT_eX]

[DOI]

Hermann A. Maurer

Inf. Control., February, 1976

1975

Formal translations and the containment problem for Szilard languages.

[BibT_eX]

[DOI]