Hans-Peter Kriegel

Publication Activity (10 Years)

Years Active: 1975-2020
Publications (10 Years): 4

Top Venues

CoRR

SSDBM

SISAP

GeoInformatica

Publications

Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. CoRR (2020)
Erich Schubert, Jörg Sander, Martin Ester, Hans-Peter Kriegel, Xiaowei Xu
DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN. ACM Trans. Database Syst. 42 (3) (2017)
Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
The (black) art of runtime evaluation: Are we comparing algorithms or implementations? Knowl. Inf. Syst. 52 (2) (2017)
Erich Schubert, Michael Weiler, Hans-Peter Kriegel
SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams. SSDBM (2016)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
On reverse-k-nearest-neighbor joins. GeoInformatica 19 (2) (2015)
Michael Stockerl, Christoph Ringlstetter, Matthias Schubert, Eirini Ntoutsi, Hans-Peter Kriegel
Online template matching over a stream of digitized documents. SSDBM (2015)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. DASFAA (2) (2015)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Data Min. Knowl. Discov. 28 (1) (2014)
Tobias Emrich, Maximilian Franzke, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, Andreas Züfle
An extendable framework for managing uncertain spatio-temporal data. SIGMOD Conference (2014)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
Continuous Quantile Query Processing in Wireless Sensor Networks. EDBT (2014)
Yi Huang, Volker Tresp, Maximilian Nickel, Achim Rettinger, Hans-Peter Kriegel
A scalable approach for statistical learning in semantic graphs. Semantic Web 5 (1) (2014)
Nina C. Hubig, Andreas Züfle, Tobias Emrich, Matthias Renz, Mario A. Nascimento, Hans-Peter Kriegel
Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams. DASFAA (1) (2014)
Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Johannes Niedermayer, Matthias Renz, Andreas Züfle
Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories. DASFAA (2) (2014)
Katharina Rausch, Eirini Ntoutsi, Kostas Stefanidis, Hans-Peter Kriegel
Exploring subspace clustering for recommendations. SSDBM (2014)
Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Züfle
Managing uncertainty in spatial and spatio-temporal data. ICDE (2014)
Eirini Ntoutsi, Kostas Stefanidis, Katharina Rausch, Hans-Peter Kriegel
"Strength Lies in Differences": Diversifying Friends for Recommendations through Subspace Clustering. CIKM (2014)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Generalized Outlier Detection with Flexible Kernel Density Estimates. SDM (2014)
Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle
Scalable Density-Based Distributed Clustering. CoRR (2014)
Michael Shekelyan, Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel
Linear Path Skyline Computation in Bicriteria Networks. DASFAA (1) (2014)
Erich Schubert, Michael Weiler, Hans-Peter Kriegel
SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds. KDD (2014)
Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. Proc. VLDB Endow. 7 (3) (2013)
Thomas Bernecker, Reynold Cheng, David W. Cheung, Hans-Peter Kriegel, Sau Dan Lee, Matthias Renz, Florian Verhein, Liang Wang, Andreas Züfle
Model-based probabilistic frequent itemset mining. Knowl. Inf. Syst. 37 (1) (2013)
Elke Achtert, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Interactive data mining with 3D-parallel-coordinate-trees. SIGMOD Conference (2013)
Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel
Probabilistic parking queries using aging functions. SIGSPATIAL/GIS (2013)
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Geodetic Distance Queries on R-Trees for Indexing Geographic Data. SSTD (2013)
Hans-Peter Kriegel, Eirini Ntoutsi
Clustering high dimensional data: examining differences and commonalities between subspace clustering and text clustering - a position paper. SIGKDD Explor. 15 (2) (2013)
Tobias Emrich, Hans-Peter Kriegel, Markus Mauder, Matthias Renz, Goce Trajcevski, Andreas Züfle
Minimal spatio-temporal database repairs. SIGSPATIAL/GIS (2013)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle
Spatial inverse query processing. GeoInformatica 17 (3) (2013)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle
Reverse-k-Nearest-Neighbor Join Processing. SSTD (2013)
Tobias Emrich, Gregor Jossé, Hans-Peter Kriegel, Markus Mauder, Johannes Niedermayer, Matthias Renz, Matthias Schubert, Andreas Züfle
Optimal Distance Bounds for the Mahalanobis Distance. SISAP (2013)
Franz Graf, Hans-Peter Kriegel, Michael Weiler
Robust Image Segmentation in Low Depth Of Field Images CoRR (2013)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Khaled Ammar, Hans-Peter Kriegel
Cost-Based Quantile Query Processing in Wireless Sensor Networks. MDM (1) (2013)
Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories CoRR (2013)
Kostas Stefanidis, Eirini Ntoutsi, Mihalis Petropoulos, Kjetil Nørvåg, Hans-Peter Kriegel
A Framework for Modeling, Computing and Presenting Time-Aware Recommendations. Trans. Large Scale Data Knowl. Centered Syst. 10 (2013)
Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel
Similarity Search on Uncertain Spatio-temporal Data. SISAP (2013)
Kostas Stefanidis, Irene Ntoutsi, Kjetil Nørvåg, Hans-Peter Kriegel
A Framework for Time-Aware Recommendations. DEXA (2) (2012)
Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Evaluation of Clusterings - Metrics and Visual Support. ICDE (2012)
Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel
Infinite Hidden Relational Models. CoRR (2012)
Hans-Peter Kriegel, Peer Kröger, Arthur Zimek
Subspace clustering. WIREs Data Mining Knowl. Discov. 2 (4) (2012)
Max Zimmermann, Irene Ntoutsi, Zaigham Faraz Siddiqui, Myra Spiliopoulou, Hans-Peter Kriegel
Discovering global and local bursts in a stream of news. SAC (2012)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Outlier Detection in Arbitrarily Oriented Subspaces. ICDM (2012)
Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle
Indexing uncertain spatio-temporal data. CIKM (2012)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle
Probabilistic ranking in fuzzy object databases. CIKM (2012)
Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel
Factorizing YAGO: scalable machine learning for linked data. WWW (2012)
Tobias Emrich, Hans-Peter Kriegel, Johannes Niedermayer, Matthias Renz, André Suhartha, Andreas Züfle
Exploration of monte-carlo based probabilistic query processing in uncertain graphs. CIKM (2012)
Irene Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel
gRecs: A Group Recommendation System Based on User Clustering. DASFAA (2) (2012)
Arthur Zimek, Erich Schubert, Hans-Peter Kriegel
A survey on unsupervised outlier detection in high-dimensional numerical data. Stat. Anal. Data Min. 5 (5) (2012)
Matthias Schubert, Hans-Peter Kriegel
Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering. MultiClust@SDM (2012)
Franz Graf, Robert Greil, Hans-Peter Kriegel, Matthias Schubert, Alexander Cavallaro
Enhanced detection of the vertebrae in 2D CT-images. Medical Imaging: Image Processing (2012)
Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel
On Evaluation of Outlier Rankings and Outlier Scores. SDM (2012)
Nina C. Hubig, Andreas Züfle, Tobias Emrich, Mario A. Nascimento, Matthias Renz, Hans-Peter Kriegel
Continuous Probabilistic Sum Queries in Wireless Sensor Networks with Ranges. SSDBM (2012)
Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle
Querying Uncertain Spatio-Temporal Data. ICDE (2012)
Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle
Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. Künstliche Intell. 26 (3) (2012)
Xueyan Jiang, Volker Tresp, Yi Huang, Maximilian Nickel, Hans-Peter Kriegel
Scalable Relation Prediction Exploiting Both Intrarelational Correlation and Contextual Information. ECML/PKDD (1) (2012)
Eirini Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel
Fast Group Recommendations by Applying User Clustering. ER (2012)
Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel
Density-based Projected Clustering over High Dimensional Data Streams. SDM (2012)
Thomas Bernecker, Franz Graf, Hans-Peter Kriegel, Nepomuk Seiler, Christoph Türmer, Dieter Dill
Knowing: a generic data analysis application. EDBT (2012)
Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases. SSDBM (2012)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle
Inverse Queries For Multidimensional Spaces CoRR (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Sebastian Pölsterl, Alexander Cavallaro
2D Image Registration in CT Images Using Radial Image Descriptors. MICCAI (2) (2011)
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Fabian D. Winter
Proximity queries in time-dependent traffic networks using graph embeddings. CTS@GIS (2011)
Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Density-based clustering. WIREs Data Mining Knowl. Discov. 1 (3) (2011)
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
Density Based Subspace Clustering over Dynamic Data. SSDBM (2011)
Matthias Schubert, Hans-Peter Kriegel
LOCAR: local compression of alternative routes. GIS (2011)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Stefan Zankl, Andreas Züfle
Efficient Probabilistic Reverse Nearest Neighbor Query Processing on Uncertain Data. Proc. VLDB Endow. 4 (10) (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Michael Strukelj, Alexander Cavallaro
Fully automatic detection of the vertebrae in 2D CT images. Medical Imaging: Image Processing (2011)
Franz Graf, Hans-Peter Kriegel, Michael Weiler
Robust segmentation of relevant regions in low depth of field images. ICIP (2011)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle
A Novel Probabilistic Pruning Approach to Speed Up Similarity Queries in Uncertain Databases CoRR (2011)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Lei Chen, Xiang Lian, Nikos Mamoulis
Managing uncertain spatio-temporal data. QUeST@GIS (2011)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle
A Visual Evaluation Framework for Spatial Pruning Methods. SSTD (2011)
Hans-Peter Kriegel, Matthias Schubert, Andreas Züfle
Managing and Mining Multiplayer Online Games. SSTD (2011)
Alexander Cavallaro, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
Region of Interest Queries in CT Scans. SSTD (2011)
Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
Continuous Probabilistic Count Queries in Wireless Sensor Networks. SSTD (2011)
Thomas Bernecker, Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek
Quality of Similarity Rankings in Time Series. SSTD (2011)
Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel
A Three-Way Model for Collective Learning on Multi-Relational Data. ICML (2011)
Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Evaluation of Multiple Clustering Solutions. MultiClust@ECML/PKDD (2011)
Nikos Mitsou, Irene Ntoutsi, Dirk Wollherr, Costas S. Tzafestas, Hans-Peter Kriegel
Revealing Cluster Formation over Huge Volatile Robotic Data. ICDM Workshops (2011)
Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle
Continuous Inverse Ranking Queries in Uncertain Streams. SSDBM (2011)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle
Inverse Queries for Multidimensional Spaces. SSTD (2011)
Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz
TiP: Analyzing Periodic Time Series Patterns. SSTD (2011)
Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle
A novel probabilistic pruning approach to speed up similarity queries in uncertain databases. ICDE (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
MARiO: Multi-Attribute Routing in Open Street Map. SSTD (2011)
Franz Graf, Hans-Peter Kriegel, Matthias Schubert
Maximum Gain Round Trips with Cost Constraints CoRR (2011)
Elke Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
Spatial Outlier Detection: Data, Algorithms, Visualizations. SSTD (2011)
Florian Stegmaier, Mario Döller, Kai Schlegel, Sascha Seifert, Martin Kramer, Thomas Riegel, Andreas Hutter, Harald Kosch, Marisa Thoma, Hans-Peter Kriegel, Alexander Cavallaro, Matthias Hammon
Generische Datenintegration zur semantischen Diagnoseunterstützung im Projekt THESEUS MEDICO. GI-Jahrestagung (2011)
Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Interpreting and Unifying Outlier Scores. SDM (2011)
Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel
Multivariate Prediction for Learning on the Semantic Web. ILP (2010)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle
Boosting spatial pruning: on optimal pruning of MBRs. SIGMOD Conference (2010)
Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Naixin Xu, Andreas Züfle
Reverse k-Nearest Neighbor monitoring on mobile objects. GIS (2010)
Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek
Investigating a Correlation between Subcellular Localization and Fold of Proteins. J. Univers. Comput. Sci. 16 (5) (2010)
Hans-Peter Kriegel, Matthias Renz, Matthias Schubert
Route skyline queries: A multi-preference path planning approach. ICDE (2010)
Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek
Visual Evaluation of Outlier Detection Models. DASFAA (2) (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma
On the impact of flash SSDs on spatial indexing. DaMoN (2010)
Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel
Exploiting local node cache in top-k queries within wireless sensor networks. GIS (2010)
Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek
Towards subspace clustering on dynamic data: an incremental version of PreDeCon. StreamKDD@KDD (2010)
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma, Alexander Cavallaro
CT slice localization via instance-based regression. Medical Imaging: Image Processing (2010)
Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt
Discriminative frequent subgraph mining with optimality guarantees. Stat. Anal. Data Min. 3 (5) (2010)
Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report) CoRR (2010)
Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Matthias Schubert
Metric spaces in data mining: applications to clustering. ACM SIGSPATIAL Special 2 (2) (2010)
Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? SSDBM (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hans-Peter Kriegel