Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering. - Markus M. Breunig; Hans-Peter Kriegel; Peer Kröger; Jörg Sander 001 (SIGMOD Conference, 2001)

Datenbanken in der Bioinformatik. - François Bry; Peer Kröger (Inform. Spektrum, 2002)

Bioinformatics Databases: State of the Art and Research Perspectives. - François Bry; Peer Kröger (ADBIS, 2003)

Effective Similarity Search on Voxelized CAD Object. - Hans-Peter Kriegel; Peer Kröger; Zahi Mashael; Martin Pfeifle; Marco Pötke; Thomas Seidl 001 (DASFAA, 2003)

Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering. - Hans-Peter Kriegel; Peer Kröger; Irina Gotlibovich (DaWaK, 2003)

Ranking Interesting Subspaces for Clustering High Dimensional Data. - Karin Kailing; Hans-Peter Kriegel; Peer Kröger; Stefanie Wanka (PKDD, 2003)

Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects. - Hans-Peter Kriegel; Stefan Brecheisen; Peer Kröger; Martin Pfeifle; Matthias Schubert (SIGMOD Conference, 2003)

A Computational Biology Database Digest: Data, Data Analysis, and Data Management. - François Bry; Peer Kröger (Distributed Parallel Databases, 2003)

Coping with new challenges for density-based clustering. - Peer Kröger (2004)

Neue Herausforderungen für dichtebasiertes Clustering. - Peer Kröger (Ausgezeichnete Informatikdissertationen, 2004)

BOSS: Browsing OPTICS-Plots for Similarity Search. - Stefan Brecheisen; Hans-Peter Kriegel; Peer Kröger; Martin Pfeifle; Maximilian Viermetz; Marco Pötke (ICDE, 2004)

Subspace Selection for Clustering High-Dimensional Data. - Christian Baumgartner; Claudia Plant; Karin Kailing; Hans-Peter Kriegel; Peer Kröger (ICDM, 2004)

Density Connected Clustering with Local Subspace Preferences. - Christian Böhm 001; Karin Kailing; Hans-Peter Kriegel; Peer Kröger (ICDM, 2004)

Visually Mining through Cluster Hierarchies. - Stefan Brecheisen; Hans-Peter Kriegel; Peer Kröger; Martin Pfeifle (SDM, 2004)

Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Schubert (SDM, 2004)

Density-Connected Subspace Clustering for High-Dimensional Data. - Karin Kailing; Hans-Peter Kriegel; Peer Kröger (SDM, 2004)

Computing Clusters of Correlation Connected Objects. - Christian Böhm 001; Karin Kailing; Peer Kröger; Arthur Zimek (SIGMOD Conference, 2004)

Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen. - Christian Böhm 001; Karin Kailing; Peer Kröger; Hans-Peter Kriegel (Datenbank-Spektrum, 2004)

Online Hierarchical Clustering in a Data Warehouse Environment. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger (ICDM, 2005)

Effective and Efficient Distributed Model-Based Clustering. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Schubert (ICDM, 2005)

A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Sebastian H. R. Wurst (ICDM, 2005)

Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Marco Pötke (SSTD, 2005)

Selectivity Estimation of High Dimensional Window Queries via Clustering. - Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Petra Linhart (SSTD, 2005)

Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (APBC, 2006)

Approximate reverse k-nearest neighbor queries in general metric spaces. - Elke Achtert; Christian Böhm 001; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (CIKM, 2006)

Similarity Search on Time Series Based on Threshold Queries. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (EDBT, 2006)

TQuEST: Threshold Query Execution for Large Sets of Time Series. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (EDBT, 2006)

Threshold Similarity Queries in Large Time Series Databases. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (ICDE, 2006)

Deriving quantitative models for correlation clusters. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (KDD, 2006)

Effective similarity search in multimedia databases using multiple representations. - Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin (MMM, 2006)

DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking. - Elke Achtert; Christian Böhm 001; Peer Kröger (PAKDD, 2006)

Finding Hierarchies of Subspace Clusters. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Ina Müller-Gorman; Arthur Zimek (PKDD, 2006)

Efficient reverse k-nearest neighbor search in arbitrary metric spaces. - Elke Achtert; Christian Böhm 001; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (SIGMOD Conference, 2006)

Mining Hierarchies of Correlation Clusters. - Elke Achtert; Christian Böhm 001; Peer Kröger; Arthur Zimek (SSDBM, 2006)

Time Series Analysis Using the Concept of Adaptable Threshold Similarity. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (SSDBM, 2006)

Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations. - Hans-Peter Kriegel; Peer Kröger; Matthias Schubert; Ziyue Zhu (SSDBM, 2006)

Efficient Reverse k-Nearest Neighbor Estimation. - Elke Achtert; Christian Böhm 001; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (BTW, 2007)

Detection and Visualization of Subspace Cluster Hierarchies. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Ina Müller-Gorman; Arthur Zimek (DASFAA, 2007)

Interval-Focused Similarity Search in Time Series Databases. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (DASFAA, 2007)

Proximity queries in large traffic networks. - Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Matthias Renz; Tim Schmidt (GIS, 2007)

Robust, Complete, and Efficient Correlation Clustering. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (SDM, 2007)

Generalizing the Optimality of Multi-step k -Nearest Neighbor Query Processing. - Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Matthias Renz (SSTD, 2007)

On Exploring Complex Relationships of Correlation Clusters. - Elke Achtert; Christian Böhm 001; Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (SSDBM, 2007)

Future trends in data mining. - Hans-Peter Kriegel; Karsten M. Borgwardt; Peer Kröger; Alexey Pryakhin; Matthias Schubert; Arthur Zimek (Data Min. Knowl. Discov., 2007)

Efficient reverse k-nearest neighbor estimation. - Elke Achtert; Christian Böhm 001; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (Inform. Forsch. Entwickl., 2007)

Analysis of Time Series Using Compact Model-Based Descriptions. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Renz (DASFAA, 2008)

Approximate Clustering of Time Series Using Compact Model-Based Descriptions. - Hans-Peter Kriegel; Peer Kröger; Alexey Pryakhin; Matthias Renz; Andrew Zherdin (DASFAA, 2008)

Continuous proximity monitoring in road networks. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz (GIS, 2008)

T-Time: Threshold-Based Data Mining on Time Series. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (ICDE, 2008)

Efficient Query Processing in Large Traffic Networks. - Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Matthias Renz; Tim Schmidt (ICDE, 2008)

Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Peter Kunath; Alexey Pryakhin; Matthias Renz (MMM, 2008)

Robust Clustering in Arbitrarily Oriented Subspaces. - Elke Achtert; Christian Böhm 001; Jörn David; Peer Kröger; Arthur Zimek (SDM, 2008)

Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Tim Schmidt (SSDBM, 2008)

A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms. - Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (SSDBM, 2008)

Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering. - Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (Proc. VLDB Endow., 2008)

Global Correlation Clustering Based on the Hough Transform. - Elke Achtert; Christian Böhm 001; Jörn David; Peer Kröger; Arthur Zimek (Stat. Anal. Data Min., 2008)

OSSOBOOK: database and knowledgemanagement techniques for archaeozoology. - Hans-Peter Kriegel; Peer Kröger; Henriette Obermaier; Joris Peters; Matthias Renz; Christiaan Hendrikus van der Meijden (CIKM, 2009)

LoOP: local outlier probabilities. - Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (CIKM, 2009)

Periodic Pattern Analysis in Time Series Databases. - Johannes Aßfalg; Thomas Bernecker; Hans-Peter Kriegel; Peer Kröger; Matthias Renz (DASFAA, 2009)

Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz (DASFAA, 2009)

Reverse k-nearest neighbor search in dynamic and general metric databases. - Elke Achtert; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle (EDBT, 2009)

Constrained reverse nearest neighbor search on mobile objects. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle (GIS, 2009)

Incremental Reverse Nearest Neighbor Ranking. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle; Alexander Katzdobler (ICDE, 2009)

Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. - Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (PAKDD, 2009)

Incremental Reverse Nearest Neighbor Ranking in Vector Spaces. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle (SSTD, 2009)

Probabilistic Similarity Search for Uncertain Time Series. - Johannes Aßfalg; Hans-Peter Kriegel; Peer Kröger; Matthias Renz (SSDBM, 2009)

Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle; Alexander Katzdobler (SSDBM, 2009)

Subspace and projected clustering: experimental evaluation and analysis. - Gabriela Moise; Arthur Zimek; Peer Kröger; Hans-Peter Kriegel; Jörg Sander 001 (Knowl. Inf. Syst., 2009)

Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering. - Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (ACM Trans. Knowl. Discov. Data, 2009)

Multi-Step Query Processing. - Peer Kröger; Matthias Renz (Encyclopedia of Database Systems, 2009)

Subspace Clustering Techniques. - Peer Kröger; Arthur Zimek (Encyclopedia of Database Systems, 2009)

Reverse k-Nearest Neighbor monitoring on mobile objects. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Naixin Xu; Andreas Züfle (GIS, 2010)

Exploiting local node cache in top-k queries within wireless sensor networks. - Johannes Niedermayer; Mario A. Nascimento; Matthias Renz; Peer Kröger; Hans-Peter Kriegel (GIS, 2010)

Subspace similarity search using the ideas of ranking and top-k retrieval. - Thomas Bernecker; Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Erich Schubert; Arthur Zimek (ICDE Workshops, 2010)

Towards subspace clustering on dynamic data: an incremental version of PreDeCon. - Hans-Peter Kriegel; Peer Kröger; Irene Ntoutsi; Arthur Zimek (StreamKDD@KDD, 2010)

Boosting spatial pruning: on optimal pruning of MBRs. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Andreas Züfle (SIGMOD Conference, 2010)

Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. - Thomas Bernecker; Tobias Emrich; Franz Graf 001; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Erich Schubert; Arthur Zimek (SSDBM, 2010)

Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? - Michael E. Houle; Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (SSDBM, 2010)

Towards Archaeo-informatics: Scientific Data Management for Archaeobiology. - Hans-Peter Kriegel; Peer Kröger; Christiaan Hendrikus van der Meijden; Henriette Obermaier; Joris Peters; Matthias Renz (SSDBM, 2010)

Metric spaces in data mining: applications to clustering. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Matthias Schubert (ACM SIGSPATIAL Special, 2010)

QUeST 2009 Workshop Report: The 1st International Workshop on Querying and Mining Uncertain Spatio-Temporal Data (Seattle, Washington - November 3, 2009). - Peer Kröger; Matthias Renz (ACM SIGSPATIAL Special, 2010)

Proximity queries in time-dependent traffic networks using graph embeddings. - Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Fabian D. Winter (CTS@GIS, 2011)

Interpreting and Unifying Outlier Scores. - Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (SDM, 2011)

Quality of Similarity Rankings in Time Series. - Thomas Bernecker; Michael E. Houle; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Erich Schubert; Arthur Zimek (SSTD, 2011)

TiP: Analyzing Periodic Time Series Patterns. - Thomas Bernecker; Hans-Peter Kriegel; Peer Kröger; Matthias Renz (SSTD, 2011)

A Visual Evaluation Framework for Spatial Pruning Methods. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Matthias Renz; Johannes Senner; Andreas Züfle (SSTD, 2011)

Continuous Probabilistic Count Queries in Wireless Sensor Networks. - Anna Follmann; Mario A. Nascimento; Andreas Züfle; Matthias Renz; Peer Kröger; Hans-Peter Kriegel (SSTD, 2011)

Density Based Subspace Clustering over Dynamic Data. - Hans-Peter Kriegel; Peer Kröger; Irene Ntoutsi; Arthur Zimek (SSDBM, 2011)

Density-based clustering. - Hans-Peter Kriegel; Peer Kröger; Jörg Sander 001; Arthur Zimek (WIREs Data Mining Knowl. Discov., 2011)

Outlier Detection in Arbitrarily Oriented Subspaces. - Hans-Peter Kriegel; Peer Kröger; Erich Schubert; Arthur Zimek (ICDM, 2012)

Density-based Projected Clustering over High Dimensional Data Streams. - Irene Ntoutsi; Arthur Zimek; Themis Palpanas; Peer Kröger; Hans-Peter Kriegel (SDM, 2012)

Highlights from QuEST 2011: 2nd SIGSPATIAL ACM GIS 2011 International Workshop on Querying and Mining Uncertain Spatio-Temporal Data: (Chicago, IL - November 1, 2011). - Peer Kröger; Matthias Renz (ACM SIGSPATIAL Special, 2012)

Subspace clustering. - Hans-Peter Kriegel; Peer Kröger; Arthur Zimek (WIREs Data Mining Knowl. Discov., 2012)

A Mutual Pruning Approach for RkNN Join Processing. - Tobias Emrich; Peer Kröger; Johannes Niedermayer; Matthias Renz; Andreas Züfle (BTW, 2013)

Cost-Based Quantile Query Processing in Wireless Sensor Networks. - Johannes Niedermayer; Mario A. Nascimento; Matthias Renz; Peer Kröger; Khaled Ammar; Hans-Peter Kriegel (MDM (1), 2013)

A Similarity Model for 3D Objects Based on Stable Sub-clouds. - Markus Mauder 001; Peer Kröger; Karl-Ludwig Schinner (SISAP, 2013)

Reverse-k-Nearest-Neighbor Join Processing. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Johannes Niedermayer; Matthias Renz; Andreas Züfle (SSTD, 2013)

Autonomous clustering for wireless sensor networks. - Fabian D. Winter; Peer Kröger; Johannes Niedermayer; Matthias Renz (SSDBM, 2013)

Front Matter. - Peer Kröger; Stratis Viglas (Proc. VLDB Endow., 2013)

Highlights from ACM SIGSPATIAL GIS 2012 the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (Redondo Beach, California, November 6-9, 2012). - Peer Kröger; Egemen Tanin; Peter Widmayer (ACM SIGSPATIAL Special, 2013)

Selectivity Estimation of Reverse k-Nearest Neighbor Queries. - Michael Steinke; Johannes Niedermayer; Peer Kröger (DASFAA (2), 2014)

Continuous Quantile Query Processing in Wireless Sensor Networks. - Johannes Niedermayer; Mario A. Nascimento; Matthias Renz; Peer Kröger; Hans-Peter Kriegel (EDBT, 2014)

Monochromatic RkNN queries in time-dependent road networks. - Felix Borutta; Mario A. Nascimento; Johannes Niedermayer; Peer Kröger (MobiGIS, 2014)

Retrieval of Binary Features in Image Databases: A Study. - Johannes Niedermayer; Peer Kröger (SISAP, 2014)

Minimizing the Number of Matching Queries for Object Retrieval. - Johannes Niedermayer; Peer Kröger (CoRR, 2014)

Highlights from ACM SIGSPATIAL GIS 2013: the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: (Orlando, Florida, November 5-8, 2013). - Peer Kröger; John Krumm; Peter Widmayer (ACM SIGSPATIAL Special, 2014)

Minimizing the Number of Keypoint Matching Queries for Object Retrieval. - Johannes Niedermayer; Peer Kröger (BMVC, 2015)

Reverse k-nearest neighbour schedules in time-dependent road networks. - Felix Borutta; Mario A. Nascimento; Johannes Niedermayer; Peer Kröger (SIGSPATIAL/GIS, 2015)

Synchronized Data Management and Its Integration into a Graphical User Interface for Archaeological Related Disciplines. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Peer Kröger; Christiaan Hendrikus van der Meijden; Henriette Obermaier (HCI (19), 2015)

Data mining for isotopic mapping of bioarchaeological finds in a central european alpine passage. - Markus Mauder 001; Eirini Ntoutsi; Peer Kröger; Gisela Grupe (SSDBM, 2015)

On reverse-k-nearest-neighbor joins. - Tobias Emrich; Hans-Peter Kriegel; Peer Kröger; Johannes Niedermayer; Matthias Renz; Andreas Züfle (GeoInformatica, 2015)

Applying data mining methods for the analysis of stable isotope data in bioarchaeology. - Markus Mauder 001; Eirini Ntoutsi; Peer Kröger; Christoph Mayr; Gisela Grupe; Anita Toncala; Stefan Holzl (eScience, 2016)

Knowledge Graph Constraints for Multi-label Graph Classification. - Martin Ringsquandl; Steffen Lamparter; Ingo Thon; Raffaello Lepratti; Peer Kröger (ICDM Workshops, 2016)

A generic framework for synchronized distributed data management in archaeological related disciplines. - Johannes-Y. Lohrer; Daniel Kaltenthaler; Peer Kröger; Christiaan van der Meijden; Henriette Obermaier (Future Gener. Comput. Syst., 2016)

On event-driven knowledge graph completion in digital factories. - Martin Ringsquandl; Evgeny Kharlamov; Daria Stepanova 001; Steffen Lamparter; Raffaello Lepratti; Ian Horrocks 001; Peer Kröger (IEEE BigData, 2017)

A Framework for Supporting the Workflow for Archaeo-related Sciences: Managing, Synchronizing and Analyzing Data. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Peer Kröger; Henriette Obermaier (BTW (Workshops), 2017)

TaRDIS, a Visual Analytics System for Spatial and Temporal Data in Archaeo-Related Disciplines. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Ptolemaios D. Paxinos; Daniel Hammerle; Henriette Obermaier; Peer Kröger (eScience, 2017)

Knowledge Fusion of Manufacturing Operations Data Using Representation Learning. - Martin Ringsquandl; Steffen Lamparter; Raffaello Lepratti; Peer Kröger (APMS (2), 2017)

Extracting visited points of interest from vehicle trajectories. - Ilkcan Keles; Matthias Schubert; Peer Kröger; Simonas Saltenis; Christian S. Jensen (GeoRich@SIGMOD, 2017)

Detecting Global Hyperparaboloid Correlated Clusters Based on Hough Transform. - Daniyal Kazempour; Markus Mauder 001; Peer Kröger; Thomas Seidl 001 (SSDBM, 2017)

Dimensional Testing for Reverse k-Nearest Neighbor Search. - Guillaume Casanova; Elias Englmeier; Michael E. Houle; Peer Kröger; Michael Nett; Erich Schubert; Arthur Zimek (Proc. VLDB Endow., 2017)

Event-Enhanced Learning for KG Completion. - Martin Ringsquandl; Evgeny Kharlamov; Daria Stepanova 001; Marcel Hildebrandt; Steffen Lamparter; Raffaello Lepratti; Ian Horrocks 001; Peer Kröger (ESWC, 2018)

ReMIS and ReMIS Cloud: Information Systems for Retrieving Disciplinary and Interdisciplinary Data. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Peer Kröger (HCI (28), 2018)

xBook, a Framework for Common Scientific Databases. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Peer Kröger; Henriette Obermaier (HCI (28), 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. - Daniyal Kazempour; Andrian Mörtlbauer; Peer Kröger; Thomas Seidl 001 (LWDA, 2018)

Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. - Martin Ringsquandl; Evgeny Kharlamov; Daria Stepanova 001; Marcel Hildebrandt; Steffen Lamparter; Raffaello Lepratti; Ian Horrocks 001; Peer Kröger (ISWC (P&D/Industry/BlueSky), 2018)

D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space. - Daniyal Kazempour; Kevin Bein; Peer Kröger; Thomas Seidl 001 (SISAP, 2018)

Interdisciplinary knowledge cohesion through distributed information management systems. - Daniel Kaltenthaler; Johannes-Y. Lohrer; Florian Richter 001; Peer Kröger (J. Inf. Commun. Ethics Soc., 2018)

Multi step Query Processing. - Peer Kröger; Matthias Renz (Encyclopedia of Database Systems (2nd ed.), 2018)

Subspace Clustering Techniques. - Peer Kröger; Arthur Zimek (Encyclopedia of Database Systems (2nd ed.), 2018)

DICE: Density-based Interactive Clustering and Exploration. - Daniyal Kazempour; Maksim Kazakov; Peer Kröger; Thomas Seidl 001 (BTW, 2019)

A Galaxy of Correlations. - Daniyal Kazempour; Lisa Krombholz; Peer Kröger; Thomas Seidl 001 (EDBT, 2019)

k-Distance Approximation for Memory-Efficient RkNN Retrieval. - Max Berrendorf; Felix Borutta; Peer Kröger (SISAP, 2019)

A Generic Summary Structure for Arbitrarily Oriented Subspace Clustering in Data Streams. - Felix Borutta; Peer Kröger; Thomas Hubauer (SISAP, 2019)

SIDEKICK: Linear Correlation Clustering with Supervised Background Knowledge. - Maximilian Archimedes Xaver Hünemörder; Daniyal Kazempour; Peer Kröger; Thomas Seidl 001 (SISAP, 2019)

Detecting Global Periodic Correlated Clusters in Event Series based on Parameter Space Transform. - Daniyal Kazempour; Kilian Emmerig; Peer Kröger; Thomas Seidl 001 (SSDBM, 2019)

Detecting global hyperparaboloid correlated clusters: a Hough-transform based multicore algorithm. - Daniyal Kazempour; Markus Mauder 001; Peer Kröger; Thomas Seidl 001 (Distributed Parallel Databases, 2019)

I fold you so! An internal evaluation measure for arbitrary oriented subspace clustering. - Daniyal Kazempour; Anna Beer 001; Peer Kröger; Thomas Seidl 001 (ICDM (Workshops), 2020)

Towards an Internal Evaluation Measure for Arbitrarily Oriented Subspace Clustering. - Daniyal Kazempour; Peer Kröger; Thomas Seidl 001 (ICDM (Workshops), 2020)

You see a set of wagons - I see one train: Towards a unified view of local and global arbitrarily oriented subspace clusters. - Daniyal Kazempour; Long Mathias Yan; Peer Kröger; Thomas Seidl 001 (ICDM (Workshops), 2020)

Detecting Arbitrarily Oriented Subspace Clusters in Data Streams Using Hough Transform. - Felix Borutta; Daniyal Kazempour; Felix Mathy; Peer Kröger; Thomas Seidl 001 (PAKDD (1), 2020)

Memory-Efficient RkNN Retrieval by Nonlinear k-Distance Approximation. - Sandra Obermeier; Max Berrendorf; Peer Kröger (WI/IAT, 2020)

Complete and Sufficient Spatial Domination of Multidimensional Rectangles. - Tobias Emrich; Hans-Peter Kriegel; Andreas Züfle; Peer Kröger; Matthias Renz (CoRR, 2020)

Density-based clustering. - Ricardo J. G. B. Campello; Peer Kröger; Jörg Sander 001; Arthur Zimek (WIREs Data Mining Knowl. Discov., 2020)

Compound Segmentation via Clustering on Mol2Vec-based Embeddings. - Daniyal Kazempour; Anna Beer 001; Melanie Oelker; Peer Kröger; Thomas Seidl 001 (e-Science, 2021)

Implicit Hough Transform Neural Networks for Subspace Clustering. - Julian Busch; Maximilian Hünemörder; Janis Held; Peer Kröger; Thomas Seidl 001 (ICDM (Workshops), 2021)

OAB - An Open Anomaly Benchmark Framework for Unsupervised and Semisupervised Anomaly Detection on Image and Tabular Data Sets. - Andreas Lohrer; Jan Deller; Maximilian Hünemörder; Peer Kröger (ICDM (Workshops), 2021)

AnyCORE - An Anytime Algorithm for Cluster Outlier REmoval. - Andreas Lohrer; Anna Beer 001; Maximilian Archimedes Xaver Hünemörder; Jenny Lauterbach; Thomas Seidl 001; Peer Kröger (LWDA, 2021)

A Cost Model for Reverse Nearest Neighbor Query Processing on R-Trees Using Self Pruning. - Felix Borutta; Peer Kröger; Matthias Renz (SISAP, 2021)

Towards a Learned Index Structure for Approximate Nearest Neighbor Search Query Processing. - Maximilian Hünemörder; Peer Kröger; Matthias Renz (SISAP, 2021)

On Methods and Measures for the Inspection of Arbitrarily Oriented Subspace Clusters. - Daniyal Kazempour; Johannes Winter; Peer Kröger; Thomas Seidl 001 (Datenbank-Spektrum, 2021)

Complete and Sufficient Spatial Domination of Multidimensional Rectangles. - Tobias Emrich; Hans-Peter Kriegel; Andreas Züfle; Peer Kröger; Matthias Renz (Spatial Gems (1) (1), 2022)

SePass: Semantic Password Guessing Using k-nn Similarity Search in Word Embeddings. - Maximilian Hünemörder; Levin Schäfer; Nadine Sarah Schüler; Michael Eichberg; Peer Kröger (ADMA (2), 2022)

Stirring the Pot - Teaching Reinforcement Learning Agents a "Push-Your-Luck" board game. - Maximilian Hünemörder; Mirjam Raffaela Bayer; Nadine Sarah Schüler; Peer Kröger (CoG, 2022)

Doing groceries again: towards a recommender system for grocery stores selection. - Daniyal Kazempour; Melanie Oelker; Peer Kröger (LocalRec@SIGSPATIAL, 2022)

Group anomaly detection for spatio-temporal collective behaviour scenarios in smart cities. - Andreas Lohrer; Johannes Josef Binder; Peer Kröger (IWCTS@SIGSPATIAL, 2022)

AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data. - Claudius Zelenka; Andreas Lohrer; Mirjam Raffaela Bayer; Peer Kröger (ICIP, 2022)

Tracking the Evolution of Water Flow Patterns Based on Spatio-Temporal Particle Flow Clusters. - Nelson Tavares de Sousa; Carola Trahms; Peer Kröger; Matthias Renz; René Schubert; Arne Biastoch (MDM, 2022)

It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability. - Marco Landt-Hayen; Peer Kröger; Martin Claus; Willi Rath (CoRR, 2022)

Mobility Data Science (Dagstuhl Seminar 22021). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (Dagstuhl Reports, 2022)

Interview mit Ulf Leser zu Cross-Domain Fusion. - Wilhelm Hasselbring; Matthias Renz; Peer Kröger (Inform. Spektrum, 2022)

Concept maps to enable interdisciplinary research in cross-domain fusion. - Marie Hundsdörfer; Peer Kröger; Annegret Kuhn; Natascha Oppelt; Isabella Peters; Lisa Marie Wiemers (Inform. Spektrum, 2022)

Vorwort zum Sonderheft "Cross-Domain Fusion". - Matthias Renz; Agnes Koschmider; Peer Kröger (Inform. Spektrum, 2022)

Vorwort zum Sonderheft "Cross-Domain Fusion" - Heft 2. - Matthias Renz; Agnes Koschmider; Peer Kröger (Inform. Spektrum, 2022)

Cross domain fusion for spatiotemporal applications: taking interdisciplinary, holistic research to the next level. - Matthias Renz; Peer Kröger; Agnes Koschmider; Olaf Landsiedel; Nelson Tavares de Sousa (Inform. Spektrum, 2022)

Outlier quantification for multibeam data. - Tobias Ziolkowski; Agnes Koschmider; Peer Kröger; Colin W. Devey (Inform. Spektrum, 2022)

UniDash: Interactive Dashboard for Data Driven Insights on Universities. - Mirjam Raffaela Bayer; Yorik Timo Hansen; Kimberley Kosbü; Andrea Kulow; Peer Kröger (BTW, 2023)

Enhancing AIS Vessel Trajectories via Trip Detection. - Mirjam Raffaela Bayer; Sören Dethlefsen; Tabea Fry; Peer Kröger (e-Science, 2023)

Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events. - Marco Landt-Hayen; Peer Kröger; Willi Rath; Martin Claus (e-Science, 2023)

Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering. - Sweety Mohanty; Daniyal Kazempour; Lavinia Patara; Peer Kröger (e-Science, 2023)

A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks. - Claudius Zelenka; Andrea Göhring; Daniyal Kazempour; Maximilian Hünemörder; Lars Schmarje; Peer Kröger (ICCV (Workshops), 2023)

Towards a fixed-gear AIS trajectory differentiation. - Mirjam Raffaela Bayer; Daniyal Kazempour; Peer Kröger (SSTD, 2023)

Interactive Detection and Visualization of Ocean Carbon Regimes. - Sweety Mohanty; Daniyal Kazempour; Lavinia Patara; Peer Kröger (SSTD, 2023)

Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures. - Marco Landt-Hayen; Willi Rath; Martin Claus; Peer Kröger (CoRR, 2023)

GADFormer: An Attention-based Model for Group Anomaly Detection on Trajectories. - Andreas Lohrer; Darpan Malik; Peer Kröger (CoRR, 2023)

Towards Mobility Data Science (Vision Paper). - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (CoRR, 2023)

Erratum to: Vorwort zum Sonderheft "Cross-Domain Fusion". - Matthias Renz; Agnes Koschmider; Peer Kröger (Inform. Spektrum, 2023)

What Will I Need this for Later? Towards a Platform for the Discovery of Intra and Inter-Module Content Relations. - Lisa Anders; Daniyal Kazempour; Peer Kröger (CSEDU (2), 2024)

There is Strength in Numbers: A Comprehensive Study of Machine Learning Algorithms for Sex Identification on Animal Bone Remains. - Nadine Sarah Schüler; Ptolemaios D. Paxinos; Jing Yuan; Maximilian von Zastrow; Joris Peters; Peer Kröger (e-Science, 2024)

The Missing Link? On the In-Between Instance Detection Task. - Daniyal Kazempour; Claudius Zelenka; Peer Kröger (EDBT, 2024)

Do good scores imply good embeddings? On the necessity of inspecting manifold learning evaluation results by multiple criteria. - Daniyal Kazempour; Claudius Zelenka; Atakan Kara 002; Andreas Lohrer; Peer Kröger (ICDM (Workshops), 2024)

Not the same, yet similar? - On commonalities and differences between VQPCA and ORCLUS. - Daniyal Kazempour; Claudius Zelenka; Artjom Mukhamedov; Peer Kröger (ICDM (Workshops), 2024)

GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories. - Andreas Lohrer; Darpan Malik; Claudius Zelenka; Peer Kröger (IJCNN, 2024)

k-local Graphs. - Christian Beth; Pamela Fleischmann; Annika Huch; Daniyal Kazempour; Peer Kröger; Andrea Kulow; Matthias Renz (CoRR, 2024)

Enhancing cluster analysis via topological manifold learning. - Moritz Herrmann; Daniyal Kazempour; Fabian Scheipl; Peer Kröger (Data Min. Knowl. Discov., 2024)

Mobility Data Science: Perspectives and Challenges. - Mohamed F. Mokbel; Mahmoud Attia Sakr; Li Xiong 001; Andreas Züfle; Jussara M. Almeida; Taylor Anderson 001; Walid G. Aref; Gennady L. Andrienko; Natalia V. Andrienko; Yang Cao 011; Sanjay Chawla; Reynold Cheng; et al. (ACM Trans. Spatial Algorithms Syst., 2024)

CoMadOut - a robust outlier detection algorithm based on CoMAD. - Andreas Lohrer; Daniyal Kazempour; Maximilian Hünemörder; Peer Kröger (Mach. Learn., 2024)

Position Paper: Computer Supported Education vs. Education Supported Computing - On the Problem of Informed Decision Making of Appropriate Data Analytics Method. - Daniyal Kazempour; Christiane Attig; Peer Kröger; Muhammad Aammar Tufail; Daniela E. Winkler; Claudius Zelenka (CSEDU (2), 2025)

k-Local Graphs. - Christian Beth; Pamela Fleischmann; Annika Huch; Daniyal Kazempour; Peer Kröger; Andrea Kulow; Matthias Renz (DCFS, 2025)

Advancing data-driven process modeling in metal forming. - Mathias Liewald; Birgit Vogel-Heuser; Thomas Bergs; Marco F. Huber; Peer Kröger (Autom., 2025)