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Hans-Peter Kriegel

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affiliation: Ludwig Maximilian University of Munich, Germany

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2020 – today

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2022
[p3]
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Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz:
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. Spatial Gems (1) (1) 2022: 25-32
2020
[i11]
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  - journals/corr/abs-2001-05581
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Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Peer Kröger, Matthias Renz:
Complete and Sufficient Spatial Domination of Multidimensional Rectangles. CoRR abs/2001.05581 (2020)

2010 – 2019

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2018
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Hans-Peter Kriegel, Matthias Schubert:
KDD Pipeline. Encyclopedia of Database Systems (2nd ed.) 2018
2017
[j58]
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Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
The (black) art of runtime evaluation: Are we comparing algorithms or implementations? Knowl. Inf. Syst. 52(2): 341-378 (2017)
[j57]
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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): 19:1-19:21 (2017)
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Daniel A. Keim, Benjamin Bustos, Stefan Berchtold, Hans-Peter Kriegel:
Indexing, X-Tree. Encyclopedia of GIS 2017: 999-1004
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Hans-Peter Kriegel, Peter Kunath, Matthias Renz:
R*-Tree. Encyclopedia of GIS 2017: 1717-1724
2016
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Erich Schubert, Michael Weiler, Hans-Peter Kriegel:
SPOTHOT: Scalable Detection of Geo-spatial Events in Large Textual Streams. SSDBM 2016: 8:1-8:12
2015
[j56]
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
On reverse-k-nearest-neighbor joins. GeoInformatica 19(2): 299-330 (2015)
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Erich Schubert, Arthur Zimek, Hans-Peter Kriegel:
Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. DASFAA (2) 2015: 19-36
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Michael Stockerl, Christoph Ringlstetter, Matthias Schubert, Eirini Ntoutsi, Hans-Peter Kriegel:
Online template matching over a stream of digitized documents. SSDBM 2015: 9:1-9:12
2014
[j55]
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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): 190-237 (2014)
[j54]
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Yi Huang, Volker Tresp, Maximilian Nickel, Achim Rettinger, Hans-Peter Kriegel:
A scalable approach for statistical learning in semantic graphs. Semantic Web 5(1): 5-22 (2014)
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Eirini Ntoutsi, Kostas Stefanidis, Katharina Rausch, Hans-Peter Kriegel:
"Strength Lies in Differences": Diversifying Friends for Recommendations through Subspace Clustering. CIKM 2014: 729-738
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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: 92-107
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Michael Shekelyan, Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel:
Linear Path Skyline Computation in Bicriteria Networks. DASFAA (1) 2014: 173-187
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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: 420-435
[c332]
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Johannes Niedermayer, Mario A. Nascimento, Matthias Renz, Peer Kröger, Hans-Peter Kriegel:
Continuous Quantile Query Processing in Wireless Sensor Networks. EDBT 2014: 247-258
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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: 1302-1305
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Erich Schubert, Michael Weiler, Hans-Peter Kriegel:
SigniTrend: scalable detection of emerging topics in textual streams by hashed significance thresholds. KDD 2014: 871-880
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Erich Schubert, Arthur Zimek, Hans-Peter Kriegel:
Generalized Outlier Detection with Flexible Kernel Density Estimates. SDM 2014: 542-550
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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: 1087-1090
[c327]
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Katharina Rausch, Eirini Ntoutsi, Kostas Stefanidis, Hans-Peter Kriegel:
Exploring subspace clustering for recommendations. SSDBM 2014: 42:1-42:4
[i10]
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Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle:
Scalable Density-Based Distributed Clustering. CoRR abs/1409.6548 (2014)
2013
[j53]
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Spatial inverse query processing. GeoInformatica 17(3): 449-487 (2013)
[j52]
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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): 181-217 (2013)
[j51]
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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): 205-216 (2013)
[j50]
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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): 1-8 (2013)
[j49]
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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: 146-172 (2013)
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Gregor Jossé, Matthias Schubert, Hans-Peter Kriegel:
Probabilistic parking queries using aging functions. SIGSPATIAL/GIS 2013: 442-445
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Tobias Emrich, Hans-Peter Kriegel, Markus Mauder, Matthias Renz, Goce Trajcevski, Andreas Züfle:
Minimal spatio-temporal database repairs. SIGSPATIAL/GIS 2013: 482-485
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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: 237-246
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Elke Achtert, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Interactive data mining with 3D-parallel-coordinate-trees. SIGMOD Conference 2013: 1009-1012
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Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Similarity Search on Uncertain Spatio-temporal Data. SISAP 2013: 43-49
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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: 175-181
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Erich Schubert, Arthur Zimek, Hans-Peter Kriegel:
Geodetic Distance Queries on R-Trees for Indexing Geographic Data. SSTD 2013: 146-164
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Johannes Niedermayer, Matthias Renz, Andreas Züfle:
Reverse-k-Nearest-Neighbor Join Processing. SSTD 2013: 277-294
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Mario A. Nascimento, Timos K. Sellis, Reynold Cheng, Jörg Sander, Yu Zheng, Hans-Peter Kriegel, Matthias Renz, Christian Sengstock:
Advances in Spatial and Temporal Databases - 13th International Symposium, SSTD 2013, Munich, Germany, August 21-23, 2013. Proceedings. Lecture Notes in Computer Science 8098, Springer 2013, ISBN 978-3-642-40234-0 [contents]
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Franz Graf, Hans-Peter Kriegel, Michael Weiler:
Robust Image Segmentation in Low Depth Of Field Images. CoRR abs/1302.3900 (2013)
[i8]
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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 abs/1305.3407 (2013)
2012
[j48]
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Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle:
Efficient Traffic Density Prediction in Road Networks Using Suffix Trees. Künstliche Intell. 26(3): 233-240 (2012)
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Arthur Zimek, Erich Schubert, Hans-Peter Kriegel:
A survey on unsupervised outlier detection in high-dimensional numerical data. Stat. Anal. Data Min. 5(5): 363-387 (2012)
[j46]
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Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
Subspace clustering. WIREs Data Mining Knowl. Discov. 2(4): 351-364 (2012)
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Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Indexing uncertain spatio-temporal data. CIKM 2012: 395-404
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Probabilistic ranking in fuzzy object databases. CIKM 2012: 2647-2650
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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: 2728-2730
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Irene Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel:
gRecs: A Group Recommendation System Based on User Clustering. DASFAA (2) 2012: 299-303
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Kostas Stefanidis, Irene Ntoutsi, Kjetil Nørvåg, Hans-Peter Kriegel:
A Framework for Time-Aware Recommendations. DEXA (2) 2012: 329-344
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Thomas Bernecker, Franz Graf, Hans-Peter Kriegel, Nepomuk Seiler, Christoph Türmer, Dieter Dill:
Knowing: a generic data analysis application. EDBT 2012: 630-633
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Eirini Ntoutsi, Kostas Stefanidis, Kjetil Nørvåg, Hans-Peter Kriegel:
Fast Group Recommendations by Applying User Clustering. ER 2012: 126-140
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Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Querying Uncertain Spatio-Temporal Data. ICDE 2012: 354-365
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Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Evaluation of Clusterings - Metrics and Visual Support. ICDE 2012: 1285-1288
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Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Outlier Detection in Arbitrarily Oriented Subspaces. ICDM 2012: 379-388
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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: 83142B
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Matthias Schubert, Hans-Peter Kriegel:
Co-RCA: Unsupervised Distance-Learning for Multi-View Clustering. MultiClust@SDM 2012: 11-18
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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: 601-616
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Max Zimmermann, Irene Ntoutsi, Zaigham Faraz Siddiqui, Myra Spiliopoulou, Hans-Peter Kriegel:
Discovering global and local bursts in a stream of news. SAC 2012: 807-812
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Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel:
Density-based Projected Clustering over High Dimensional Data Streams. SDM 2012: 987-998
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Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel:
On Evaluation of Outlier Rankings and Outlier Scores. SDM 2012: 1047-1058
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases. SSDBM 2012: 38-55
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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: 96-105
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Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel:
Factorizing YAGO: scalable machine learning for linked data. WWW 2012: 271-280
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Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel:
Infinite Hidden Relational Models. CoRR abs/1206.6864 (2012)
2011
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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): 669-680 (2011)
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Hans-Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek:
Density-based clustering. WIREs Data Mining Knowl. Discov. 1(3): 231-240 (2011)
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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: 400
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Lei Chen, Xiang Lian, Nikos Mamoulis:
Managing uncertain spatio-temporal data. QUeST@GIS 2011: 16-20
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Fabian D. Winter:
Proximity queries in time-dependent traffic networks using graph embeddings. CTS@GIS 2011: 45-54
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Matthias Schubert, Hans-Peter Kriegel:
LOCAR: local compression of alternative routes. GIS 2011: 441-444
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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: 339-350
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Nikos Mitsou, Irene Ntoutsi, Dirk Wollherr, Costas S. Tzafestas, Hans-Peter Kriegel:
Revealing Cluster Formation over Huge Volatile Robotic Data. ICDM Workshops 2011: 450-457
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Franz Graf, Hans-Peter Kriegel, Michael Weiler:
Robust segmentation of relevant regions in low depth of field images. ICIP 2011: 2861-2864
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Maximilian Nickel, Volker Tresp, Hans-Peter Kriegel:
A Three-Way Model for Collective Learning on Multi-Relational Data. ICML 2011: 809-816
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Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Sebastian Pölsterl, Alexander Cavallaro:
2D Image Registration in CT Images Using Radial Image Descriptors. MICCAI (2) 2011: 607-614
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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: 79620C
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Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Evaluation of Multiple Clustering Solutions. MultiClust@ECML/PKDD 2011: 55-66
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Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Interpreting and Unifying Outlier Scores. SDM 2011: 13-24
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Alexander Cavallaro, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
Region of Interest Queries in CT Scans. SSTD 2011: 56-73
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Anna Follmann, Mario A. Nascimento, Andreas Züfle, Matthias Renz, Peer Kröger, Hans-Peter Kriegel:
Continuous Probabilistic Count Queries in Wireless Sensor Networks. SSTD 2011: 279-296
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Inverse Queries for Multidimensional Spaces. SSTD 2011: 330-347
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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: 422-440
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Hans-Peter Kriegel, Matthias Schubert, Andreas Züfle:
Managing and Mining Multiplayer Online Games. SSTD 2011: 441-444
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Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert:
MARiO: Multi-Attribute Routing in Open Street Map. SSTD 2011: 486-490
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Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
TiP: Analyzing Periodic Time Series Patterns. SSTD 2011: 491-495
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Johannes Senner, Andreas Züfle:
A Visual Evaluation Framework for Spatial Pruning Methods. SSTD 2011: 507-511
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Elke Achtert, Ahmed Hettab, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
Spatial Outlier Detection: Data, Algorithms, Visualizations. SSTD 2011: 512-516
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Continuous Inverse Ranking Queries in Uncertain Streams. SSDBM 2011: 37-54
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Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek:
Density Based Subspace Clustering over Dynamic Data. SSDBM 2011: 387-404
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Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Sebastian Pölsterl, Alexander Cavallaro:
Relative location of CT slices on axial axis. UCI Machine Learning Repository, 2011
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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 abs/1101.2613 (2011)
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Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Shiming Zhang, Andreas Züfle:
Inverse Queries For Multidimensional Spaces. CoRR abs/1103.0172 (2011)
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Franz Graf, Hans-Peter Kriegel, Matthias Schubert:
Maximum Gain Round Trips with Cost Constraints. CoRR abs/1105.0830 (2011)
2010
[j43]
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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): 604-621 (2010)
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Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, Andreas Züfle, Thomas Bernecker:
Similarity Search and Mining in Uncertain Databases. Proc. VLDB Endow. 3(2): 1653-1654 (2010)
[j41]
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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): 302-318 (2010)
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Matthias Schubert:
Metric spaces in data mining: applications to clustering. ACM SIGSPATIAL Special 2(2): 36-39 (2010)
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Scalable Probabilistic Similarity Ranking in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 22(9): 1234-1246 (2010)
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Markus Bundschus, Anna Bauer-Mehren, Volker Tresp, Laura Inés Furlong, Hans-Peter Kriegel:
Digging for knowledge with information extraction: a case study on human gene-disease associations. CIKM 2010: 1845-1848
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Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
On the impact of flash SSDs on spatial indexing. DaMoN 2010: 3-8
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Elke Achtert, Hans-Peter Kriegel, Lisa Reichert, Erich Schubert, Remigius Wojdanowski, Arthur Zimek:
Visual Evaluation of Outlier Detection Models. DASFAA (2) 2010: 396-399
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Kyoji Kawagoe, Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Arthur Zimek, Andreas Züfle:
Similarity Search in Time Series of Dynamical Model-based Systems. DEXA Workshops 2010: 110-114
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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: 434-437
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Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert:
Memory-efficient A*-search using sparse embeddings. GIS 2010: 462-465
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Naixin Xu, Andreas Züfle:
Reverse k-Nearest Neighbor monitoring on mobile objects. GIS 2010: 494-497
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Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek:
Subspace similarity search using the ideas of ranking and top-k retrieval. ICDE Workshops 2010: 4-9
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Hans-Peter Kriegel, Matthias Renz, Matthias Schubert:
Route skyline queries: A multi-preference path planning approach. ICDE 2010: 261-272
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
Techniques for efficiently searching in spatial, temporal, spatio-temporal, and multimedia databases. ICDE 2010: 1218-1219
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Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel:
Multivariate Prediction for Learning on the Semantic Web. ILP 2010: 92-104
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Hans-Peter Kriegel, Peer Kröger, Irene Ntoutsi, Arthur Zimek:
Towards subspace clustering on dynamic data: an incremental version of PreDeCon. StreamKDD@KDD 2010: 31-38
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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: 762320
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Boosting spatial pruning: on optimal pruning of MBRs. SIGMOD Conference 2010: 39-50
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Franz Graf, Hans-Peter Kriegel, Matthias Renz, Matthias Schubert:
PAROS: pareto optimal route selection. SIGMOD Conference 2010: 1199-1202
[c261]
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Hans-Peter Kriegel, Peer Kröger, Christiaan Hendrikus van der Meijden, Henriette Obermaier, Joris Peters, Matthias Renz:
Towards Archaeo-informatics: Scientific Data Management for Archaeobiology. SSDBM 2010: 169-177
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Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Can Shared-Neighbor Distances Defeat the Curse of Dimensionality? SSDBM 2010: 482-500
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Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning. SSDBM 2010: 501-518
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Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Matthias Schubert, Marisa Thoma:
Similarity Estimation Using Bayes Ensembles. SSDBM 2010: 537-554
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Thomas Bernecker, Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Erich Schubert, Arthur Zimek:
Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces. SSDBM 2010: 555-564
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report). CoRR abs/1008.2300 (2010)

2000 – 2009

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2009
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Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek:
Supervised Ensembles of Prediction Methods for Subcellular Localization. J. Bioinform. Comput. Biol. 7(2): 269-285 (2009)
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Gabriela Moise, Arthur Zimek, Peer Kröger, Hans-Peter Kriegel, Jörg Sander:
Subspace and projected clustering: experimental evaluation and analysis. Knowl. Inf. Syst. 21(3): 299-326 (2009)
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Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering. ACM Trans. Knowl. Discov. Data 3(1): 1:1-1:58 (2009)
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Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
LoOP: local outlier probabilities. CIKM 2009: 1649-1652
[c255]
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Hans-Peter Kriegel, Peer Kröger, Henriette Obermaier, Joris Peters, Matthias Renz, Christiaan Hendrikus van der Meijden:
OSSOBOOK: database and knowledgemanagement techniques for archaeozoology. CIKM 2009: 2091-2092
[c254]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Probabilistic Ranking in Uncertain Vector Spaces. DASFAA Workshops 2009: 122-136
[c253]
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Johannes Aßfalg, Thomas Bernecker, Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
Periodic Pattern Analysis in Time Series Databases. DASFAA 2009: 354-368
[c252]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases. DASFAA 2009: 780-783
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Elke Achtert, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Reverse k-nearest neighbor search in dynamic and general metric databases. EDBT 2009: 886-897
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Constrained reverse nearest neighbor search on mobile objects. GIS 2009: 197-206
[c249]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler:
Incremental Reverse Nearest Neighbor Ranking. ICDE 2009: 1560-1567
[c248]
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Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel:
Hierarchical Bayesian Models for Collaborative Tagging Systems. ICDM 2009: 728-733
[c247]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle:
Probabilistic frequent itemset mining in uncertain databases. KDD 2009: 119-128
[c246]
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Andreas Züfle:
Hot Item Detection in Uncertain Data. PAKDD 2009: 673-680
[c245]
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Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data. PAKDD 2009: 831-838
[c244]
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Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt:
Near-optimal Supervised Feature Selection among Frequent Subgraphs. SDM 2009: 1076-1087
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Tobias Emrich, Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle:
Incremental Reverse Nearest Neighbor Ranking in Vector Spaces. SSTD 2009: 265-282
[c242]
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Elke Achtert, Thomas Bernecker, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek:
ELKI in Time: ELKI 0.2 for the Performance Evaluation of Distance Measures for Time Series. SSTD 2009: 436-440
[c241]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
Probabilistic Similarity Search for Uncertain Time Series. SSDBM 2009: 435-443
[c240]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Andreas Züfle, Alexander Katzdobler:
Reverse k-Nearest Neighbor Search Based on Aggregate Point Access Methods. SSDBM 2009: 444-460
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Hans-Peter Kriegel, Matthias Schubert:
KDD Pipeline. Encyclopedia of Database Systems 2009: 1586-1587
[i2]
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Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Scalable Probabilistic Similarity Ranking in Uncertain Databases (Technical Report). CoRR abs/0907.2868 (2009)
2008
[j35]
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Markus Bundschus, Mathäus Dejori, Martin Stetter, Volker Tresp, Hans-Peter Kriegel:
Extraction of semantic biomedical relations from text using conditional random fields. BMC Bioinform. 9 (2008)
[j34]
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Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
Detecting clusters in moderate-to-high dimensional data: subspace clustering, pattern-based clustering, and correlation clustering. Proc. VLDB Endow. 1(2): 1528-1529 (2008)
[c239]
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Johannes Aßfalg, Jing Gong, Hans-Peter Kriegel, Alexey Pryakhin, Tiandi Wei, Arthur Zimek:
Supervised Ensembles of Prediction Methods for Subcellular Localization. APBC 2008: 29-38
[c238]
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Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz, Andrew Zherdin:
Approximate Clustering of Time Series Using Compact Model-Based Descriptions. DASFAA 2008: 364-379
[c237]
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Johannes Aßfalg, Michael Kats, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin:
Index-Supported Similarity Search Using Multiple Representations. DASFAA 2008: 504-511
[c236]
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Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Renz:
Analysis of Time Series Using Compact Model-Based Descriptions. DASFAA 2008: 698-701
[c235]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz:
Continuous proximity monitoring in road networks. GIS 2008: 12
[c234]
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Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert:
MUSE: Multi-Represented Similarity Estimation. ICDE 2008: 1340-1342
[c233]
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Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt:
Efficient Query Processing in Large Traffic Networks. ICDE 2008: 1451-1453
[c232]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
T-Time: Threshold-Based Data Mining on Time Series. ICDE 2008: 1620-1623
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Christian Hübler, Hans-Peter Kriegel, Karsten M. Borgwardt, Zoubin Ghahramani:
Metropolis Algorithms for Representative Subgraph Sampling. ICDM 2008: 283-292
[c230]
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Hans-Peter Kriegel, Matthias Schubert, Arthur Zimek:
Angle-based outlier detection in high-dimensional data. KDD 2008: 444-452
[c229]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features. MMM 2008: 123-133
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Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Schubert:
Distribution-Based Similarity for Multi-represented Multimedia Objects. MMM 2008: 155-164
[c227]
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Hans-Peter Kriegel, Matthias Renz, Matthias Schubert, Andreas Züfle:
Statistical Density Prediction in Traffic Networks. SDM 2008: 692-703
[c226]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Tim Schmidt:
Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Networks. SSDBM 2008: 150-167
[c225]
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Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek:
A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms. SSDBM 2008: 418-435
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Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz:
ProUD: Probabilistic Ranking in Uncertain Databases. SSDBM 2008: 558-565
[c223]
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Elke Achtert, Hans-Peter Kriegel, Arthur Zimek:
ELKI: A Software System for Evaluation of Subspace Clustering Algorithms. SSDBM 2008: 580-585
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Daniel A. Keim, Benjamin Bustos, Stefan Berchtold, Hans-Peter Kriegel:
Indexing, X-Tree. Encyclopedia of GIS 2008: 543-547
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Hans-Peter Kriegel, Peter Kunath, Matthias Renz:
R*-Tree. Encyclopedia of GIS 2008: 987-992
2007
[j33]
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Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek:
Future trends in data mining. Data Min. Knowl. Discov. 15(1): 87-97 (2007)
[c222]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek:
Detection and Visualization of Subspace Cluster Hierarchies. DASFAA 2007: 152-163
[c221]
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Hans-Peter Kriegel, Peter Kunath, Matthias Renz:
Probabilistic Nearest-Neighbor Query on Uncertain Objects. DASFAA 2007: 337-348
[c220]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Interval-Focused Similarity Search in Time Series Databases. DASFAA 2007: 586-597
[c219]
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Huaien Gao, Rudolf Sollacher, Hans-Peter Kriegel:
Spiral Recurrent Neural Network for Online Learning. ESANN 2007: 483-488
[c218]
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Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz, Tim Schmidt:
Proximity queries in large traffic networks. GIS 2007: 21
[c217]
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Otmar Hilliges, Peter Kunath, Alexey Pryakhin, Andreas Butz, Hans-Peter Kriegel:
Browsing and Sorting Digital Pictures Using Automatic Image Classification and Quality Analysis. HCI (3) 2007: 882-891
[c216]
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Karsten M. Borgwardt, Tobias Petri, S. V. N. Vishwanathan, Hans-Peter Kriegel:
An Efficient Sampling Scheme For Comparison of Large Graphs. MLG 2007
[c215]
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Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel:
Fast Inference in Infinite Hidden Relational Models. MLG 2007
[c214]
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Johannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
Multi-represented Classification Based on Confidence Estimation. PAKDD 2007: 23-34
[c213]
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Karsten M. Borgwardt, Hans-Peter Kriegel:
Graph Kernels For Disease Outcome Prediction From Protein-Protein Interaction Networks. Pacific Symposium on Biocomputing 2007: 4-15
[c212]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
Robust, Complete, and Efficient Correlation Clustering. SDM 2007: 413-418
[c211]
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Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Matthias Renz:
Generalizing the Optimality of Multi-step k -Nearest Neighbor Query Processing. SSTD 2007: 75-92
[c210]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
On Exploring Complex Relationships of Correlation Clusters. SSDBM 2007: 7
2006
[j32]
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Elke Achtert, Christian Böhm, Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Matthias Renz, Matthias Schubert:
Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken. Datenbank-Spektrum 19: 32-39 (2006)
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Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle:
Multi-step density-based clustering. Knowl. Inf. Syst. 9(3): 284-308 (2006)
[j30]
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Karin Kailing, Hans-Peter Kriegel, Martin Pfeifle, Stefan Schönauer:
Extending metric index structures for efficient range query processing. Knowl. Inf. Syst. 10(2): 211-227 (2006)
[j29]
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Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel:
Multi-Output Regularized Feature Projection. IEEE Trans. Knowl. Data Eng. 18(12): 1600-1613 (2006)
[c209]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences. APBC 2006: 307-316
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Johannes Aßfalg, Karsten M. Borgwardt, Hans-Peter Kriegel:
3DString: a feature string kernel for 3D object classification on voxelized data. CIKM 2006: 198-207
[c207]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Probabilistic Similarity Join on Uncertain Data. DASFAA 2006: 295-309
[c206]
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Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel:
Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. ECML 2006: 841-848
[c205]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Similarity Search on Time Series Based on Threshold Queries. EDBT 2006: 276-294
[c204]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
TQuEST: Threshold Query Execution for Large Sets of Time Series. EDBT 2006: 1147-1150
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Stefan Brecheisen, Hans-Peter Kriegel, Matthias Schubert, Michael Gruber:
VICO: Visualizing Connected Object Orderings. EDBT 2006: 1151-1154
[c202]
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Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin, Florian Vorberger:
MUSCLE: Music Classification Engine with User Feedback. EDBT 2006: 1164-1167
[c201]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Threshold Similarity Queries in Large Time Series Databases. ICDE 2006: 149
[c200]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
ViEWNet: Visual Exploration of Region-Wide Traffic Networks. ICDE 2006: 166
[c199]
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Karsten M. Borgwardt, Hans-Peter Kriegel, Peter Wackersreuther:
Pattern Mining in Frequent Dynamic Subgraphs. ICDM 2006: 818-822
[c198]
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Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert, Arthur Zimek:
COSMIC: Conceptually Specified Multi-Instance Clusters. ICDM 2006: 917-921
[c197]
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Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin:
Hierarchical Genre Classification for Large Music Collections. ICME 2006: 1385-1388
[c196]
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Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel:
Collaborative ordinal regression. ICML 2006: 1089-1096
[c195]
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Karsten M. Borgwardt, Arthur Gretton, Malte J. Rasch, Hans-Peter Kriegel, Bernhard Schölkopf, Alexander J. Smola:
Integrating structured biological data by Kernel Maximum Mean Discrepancy. ISMB (Supplement of Bioinformatics) 2006: 49-57
[c194]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Arthur Zimek:
Deriving quantitative models for correlation clusters. KDD 2006: 4-13
[c193]
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Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu:
Supervised probabilistic principal component analysis. KDD 2006: 464-473
[c192]
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Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin:
Effective similarity search in multimedia databases using multiple representations. MMM 2006
[c191]
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Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
An EM-Approach for Clustering Multi-Instance Objects. PAKDD 2006: 139-148
[c190]
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Elke Achtert, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
Clustering Multi-represented Objects Using Combination Trees. PAKDD 2006: 174-178
[c189]
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Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle:
Parallel Density-Based Clustering of Complex Objects. PAKDD 2006: 179-188
[c188]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek:
Finding Hierarchies of Subspace Clusters. PKDD 2006: 446-453
[c187]
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Karsten M. Borgwardt, S. V. N. Vishwanathan, Hans-Peter Kriegel:
Class Prediction from Time Series Gene Expression Profiles Using Dynamical Systems Kernels. Pacific Symposium on Biocomputing 2006: 547-558
[c186]
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Hans-Peter Kriegel, Matthias Schubert:
Advanced Prototype Machines: Exploring Prototypes for Classification. SDM 2006: 176-187
[c185]
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Karsten M. Borgwardt, Sebastian Böttger, Hans-Peter Kriegel:
VGM: visual graph mining. SIGMOD Conference 2006: 733-735
[c184]
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Hans-Peter Kriegel, Peer Kröger, Matthias Schubert, Ziyue Zhu:
Efficient Query Processing in Arbitrary Subspaces Using Vector Approximations. SSDBM 2006: 184-190
[c183]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Peter Kunath, Alexey Pryakhin, Matthias Renz:
Time Series Analysis Using the Concept of Adaptable Threshold Similarity. SSDBM 2006: 251-260
[c182]
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Zhao Xu, Volker Tresp, Kai Yu, Hans-Peter Kriegel:
Infinite Hidden Relational Models. UAI 2006
2005
[c181]
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Hans-Peter Kriegel, Martin Pfeifle:
Measuring the Quality of Approximated Clusterings. BTW 2005: 415-424
[c180]
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Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle:
Efficient Similarity Search on Vector Sets. BTW 2005: 425-443
[c179]
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Hans-Peter Kriegel, Martin Pfeifle:
Efficient and effective server-sided distributed clustering. CIKM 2005: 339-340
[c178]
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Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
Multi-represented kNN-Classification for Large Class Sets. DASFAA 2005: 511-522
[c177]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Distributed Intersection Join of Complex Interval Sequences. DASFAA 2005: 748-760
[c176]
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Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger:
Online Hierarchical Clustering in a Data Warehouse Environment. ICDM 2005: 10-17
[c175]
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Karsten M. Borgwardt, Hans-Peter Kriegel:
Shortest-Path Kernels on Graphs. ICDM 2005: 74-81
[c174]
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Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel:
Hierarchy-Regularized Latent Semantic Indexing. ICDM 2005: 178-185
[c173]
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Hans-Peter Kriegel, Peer Kröger, Matthias Renz, Sebastian H. R. Wurst:
A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data. ICDM 2005: 250-257
[c172]
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Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert:
Effective and Efficient Distributed Model-Based Clustering. ICDM 2005: 258-265
[c171]
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Hans-Peter Kriegel, Martin Pfeifle:
Hierarchical Density-Based Clustering of Uncertain Data. ICDM 2005: 689-692
[c170]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Efficient Join Processing for Complex Rasterized Objects. ICEIS 2005: 20-30
[c169]
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Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel:
Dirichlet enhanced relational learning. ICML 2005: 1004-1011
[c168]
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Karsten M. Borgwardt, Cheng Soon Ong, Stefan Schönauer, S. V. N. Vishwanathan, Alexander J. Smola, Hans-Peter Kriegel:
Protein function prediction via graph kernels. ISMB (Supplement of Bioinformatics) 2005: 47-56
[c167]
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Hans-Peter Kriegel, Martin Pfeifle:
Density-based clustering of uncertain data. KDD 2005: 672-677
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Database Support for Haptic Exploration in Very Large Virtual Environments. MMM 2005: 352-357
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Approximated Clustering of Distributed High-Dimensional Data. PAKDD 2005: 432-441
[c164]
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Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel:
A Probabilistic Clustering-Projection Model for Discrete Data. PKDD 2005: 417-428
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Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Petra Linhart:
Selectivity Estimation of High Dimensional Window Queries via Clustering. SSTD 2005: 1-18
[c162]
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Johannes Aßfalg, Hans-Peter Kriegel, Peer Kröger, Marco Pötke:
Accurate and Efficient Similarity Search on 3D Objects Using Point Sampling, Redundancy, and Proportionality. SSTD 2005: 200-217
[c161]
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Hans-Peter Kriegel, Martin Pfeifle:
Clustering Moving Objects via Medoid Clusterings. SSDBM 2005: 153-162
[c160]
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Hans-Peter Kriegel, Martin Pfeifle:
Fuzzy Decomposition of Spatially Extended Objects. SSDBM 2005: 293-296
[p2]
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl, Jost Enderle:
Object-Relational Spatial Indexing. Spatial Databases 2005: 49-80
2004
[j28]
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Christian Böhm, Karin Kailing, Peer Kröger, Hans-Peter Kriegel:
Immer größere und komplexere Datenmengen: Herausforderungen für Clustering-Algorithmen. Datenbank-Spektrum 9: 11-17 (2004)
[j27]
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Stefan Brecheisen, Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Der virtualle Prototyp: Datenbankunterstützung für CAD-Anwendungen. Datenbank-Spektrum 10(9): 22-29 (2004)
[j26]
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Hans-Peter Kriegel, Martin Pfeifle, Stefan Schönauer:
Similarity Search in Biological and Engineering Databases. IEEE Data Eng. Bull. 27(4): 37-44 (2004)
[j25]
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Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel:
Probabilistic Memory-Based Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 16(1): 56-69 (2004)
[c159]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Statistic Driven Acceleration of Object-Relational Space-Partitioning Index Structures. DASFAA 2004: 169-183
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl:
A Cost Model for Spatial Intersection Queries on RI-Trees. DASFAA 2004: 331-338
[c157]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Effective Decompositioning of Complex Spatial Objects into Intervals. Databases and Applications 2004: 19-24
[c156]
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Hans-Peter Kriegel, Matthias Schubert:
Classification of Websites as Sets of Feature Vectors. Databases and Applications 2004: 127-132
[c155]
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Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle:
A Quality Measure for Distributed Clustering. Databases and Applications 2004: 133-138
[c154]
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Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle:
DBDC: Density Based Distributed Clustering. EDBT 2004: 88-105
[c153]
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Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer, Thomas Seidl:
Efficient Similarity Search for Hierarchical Data in Large Databases. EDBT 2004: 676-693
[c152]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Object-relational management of complex geographical objects. GIS 2004: 109-117
[c151]
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Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer, Thomas Seidl:
Efficient Similarity Search in Large Databases of Tree Structured Objects. ICDE 2004: 835
[c150]
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Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle, Maximilian Viermetz, Marco Pötke:
BOSS: Browsing OPTICS-Plots for Similarity Search. ICDE 2004: 858
[c149]
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Christian Baumgartner, Claudia Plant, Karin Kailing, Hans-Peter Kriegel, Peer Kröger:
Subspace Selection for Clustering High-Dimensional Data. ICDM 2004: 11-18
[c148]
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Christian Böhm, Karin Kailing, Hans-Peter Kriegel, Peer Kröger:
Density Connected Clustering with Local Subspace Preferences. ICDM 2004: 27-34
[c147]
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Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle:
Efficient Density-Based Clustering of Complex Objects. ICDM 2004: 43-50
[c146]
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Karin Kailing, Hans-Peter Kriegel, Stefan Schönauer:
Content-Based Image Retrieval Using Multiple Representations. KES 2004: 982-988
[c145]
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Karin Kailing, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert:
Clustering Multi-represented Objects with Noise. PAKDD 2004: 394-403
[c144]
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Eshref Januzaj, Hans-Peter Kriegel, Martin Pfeifle:
Scalable Density-Based Distributed Clustering. PKDD 2004: 231-244
[c143]
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Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert:
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects. SDM 2004: 102-113
[c142]
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Karin Kailing, Hans-Peter Kriegel, Peer Kröger:
Density-Connected Subspace Clustering for High-Dimensional Data. SDM 2004: 246-256
[c141]
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Stefan Brecheisen, Hans-Peter Kriegel, Peer Kröger, Martin Pfeifle:
Visually Mining through Cluster Hierarchies. SDM 2004: 400-411
[c140]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Efficient Query Processing on Relational Data-Partitioning Index Structures. SSDBM 2004: 119-122
[c139]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Spatial Join for High-Resolution Objects. SSDBM 2004: 151-160
[c138]
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Martin Ester, Hans-Peter Kriegel, Matthias Schubert:
Accurate and Efficient Crawling for Relevant Websites. VLDB 2004: 396-407
[i1]
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Raghu Ramakrishnan, Rakesh Agrawal, Johann-Christoph Freytag, Toni Bollinger, Christopher W. Clifton, Saso Dzeroski, Jochen Hipp, Daniel A. Keim, Stefan Kramer, Hans-Peter Kriegel, Ulf Leser, Bing Liu, Heikki Mannila, Rosa Meo, Shinichi Morishita, Raymond T. Ng, Jian Pei, Prabhakar Raghavan, Myra Spiliopoulou, Jaideep Srivastava, Vicenç Torra:
Data Mining: The Next Generation. Perspectives Workshop: Data Mining: The Next Generation 2004
2003
[j24]
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Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel:
Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*. Knowl. Inf. Syst. 5(2): 201-224 (2003)
[c137]
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Matthias Renz, Thomas Seidl:
Spatial Data Management for Virtual Product Development. Computer Science in Perspective 2003: 216-230
[c136]
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl:
The Paradigm of Relational Indexing: a Survey. BTW 2003: 285-304
[c135]
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl:
Spatial Query Processing for High Resolutions. DASFAA 2003: 17-26
[c134]
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Hans-Peter Kriegel, Peer Kröger, Zahi Mashael, Martin Pfeifle, Marco Pötke, Thomas Seidl:
Effective Similarity Search on Voxelized CAD Object. DASFAA 2003: 27-36
[c133]
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Hans-Peter Kriegel, Peer Kröger, Irina Gotlibovich:
Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering. DaWaK 2003: 224-233
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Hans-Peter Kriegel, Stefan Schönauer:
Similarity Search in Structured Data. DaWaK 2003: 309-319
[c131]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Efficient Query Processing on the Relational Quadtree. GEOINFO 2003
[c130]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz, Petra-Maria Strauß:
Stochastic Driven Relational R-Tree. GEOINFO 2003
[c129]
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Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel:
Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia 2003: 622-631
[c128]
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Karin Kailing, Hans-Peter Kriegel, Peer Kröger, Stefanie Wanka:
Ranking Interesting Subspaces for Clustering High Dimensional Data. PKDD 2003: 241-252
[c127]
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Hans-Peter Kriegel, Stefan Brecheisen, Peer Kröger, Martin Pfeifle, Matthias Schubert:
Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects. SIGMOD Conference 2003: 587-598
[c126]
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Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz:
Acceleration of Relational Index Structures Based on Statistics. SSDBM 2003: 258-261
2002
[j23]
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Christian Böhm, Hans-Peter Kriegel:
Optimale Dimensionswahl bei der Bearbeitung des Similarity Join. Inform. Forsch. Entwickl. 17(2): 68-76 (2002)
[j22]
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Christian Böhm, Hans-Peter Kriegel, Thomas Seidl:
Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search. J. Intell. Inf. Syst. 19(2): 207-230 (2002)
[c125]
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Kai Yu, Xiaowei Xu, Anton Schwaighofer, Volker Tresp, Hans-Peter Kriegel:
Removing redundancy and inconsistency in memory-based collaborative filtering. CIKM 2002: 52-59
[c124]
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Christian Böhm, Florian Krebs, Hans-Peter Kriegel:
Optimal Dimension Order: A Generic Technique for the Similarity Join. DaWaK 2002: 135-149
[c123]
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Martin Ester, Hans-Peter Kriegel, Matthias Schubert:
Web site mining: a new way to spot competitors, customers and suppliers in the world wide web. KDD 2002: 249-258
[c122]
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Kai Yu, Xiaowei Xu, Jianjua Tao, Martin Ester, Hans-Peter Kriegel:
Instance Selection Techniques for Memory-based Collaborative Filtering. SDM 2002: 59-74
[c121]
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Hans-Peter Kriegel, Martin Pfeifle, Marco Pötke, Thomas Seidl:
A Cost Model for Interval Intersection Queries on RI-Trees. SSDBM 2002: 131-141
2001
[j21]
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Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander:
Multiple Similarity Queries: A Basic DBMS Operation for Mining in Metric Databases. IEEE Trans. Knowl. Data Eng. 13(1): 79-95 (2001)
[c120]
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Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Kriegel:
Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering. CIKM 2001: 239-246
[c119]
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Christian Böhm, Hans-Peter Kriegel:
Determining the Convex Hull in Large Multidimensional Databases. DaWaK 2001: 294-306
[c118]
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Christian Böhm, Hans-Peter Kriegel, Thomas Seidl:
Adaptable Similarity Search Using Vector Quantization. DaWaK 2001: 317-327
[c117]
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Hans-Peter Kriegel, Andreas Müller, Marco Pötke, Thomas Seidl:
DIVE: Database Integration for Virtual Engineering. ICDE Demo Sessions 2001: 15-16
[c116]
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Christian Böhm, Hans-Peter Kriegel:
A Cost Model and Index Architecture for the Similarity Join. ICDE 2001: 411-420
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Stefan Berchtold, Christian Böhm, Daniel A. Keim, Florian Krebs, Hans-Peter Kriegel:
On Optimizing Nearest Neighbor Queries in High-Dimensional Data Spaces. ICDT 2001: 435-449
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Markus M. Breunig, Hans-Peter Kriegel, Peer Kröger, Jörg Sander:
Data Bubbles: Quality Preserving Performance Boosting for Hierarchical Clustering. SIGMOD Conference 2001: 79-90
[c113]
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Christian Böhm, Bernhard Braunmüller, Florian Krebs, Hans-Peter Kriegel:
Epsilon Grid Order: An Algorithm for the Similarity Join on Massive High-Dimensional Data. SIGMOD Conference 2001: 379-388
[c112]
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Hans-Peter Kriegel, Andreas Müller, Marco Pötke, Thomas Seidl:
Spatial Data Management for Computer Aided Design. SIGMOD Conference 2001: 614
[c111]
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Hans-Peter Kriegel, Marco Pötke, Thomas Seidl:
Interval Sequences: An Object-Relational Approach to Manage Spatial Data. SSTD 2001: 481-501
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Hans-Peter Kriegel, Marco Pötke, Thomas Seidl:
Object-Relational Indexing for General Interval Relationships. SSTD 2001: 522-542
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Remco C. Veltkamp, Hans Burkhardt, Hans-Peter Kriegel:
State-of-the-Art in Content-Based Image and Video Retrieval [Dagstuhl Seminar, 5-10 December 1999]. Computational Imaging and Vision 22, Kluwer / Springer 2001, ISBN 1-4020-0109-6 [contents]
2000
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Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander:
Spatial Data Mining: Database Primitives, Algorithms and Efficient DBMS Support. Data Min. Knowl. Discov. 4(2/3): 193-216 (2000)
[j19]
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Christian Böhm, Stefan Berchtold, Hans-Peter Kriegel, Urs Michel:
Multidimensional Index Structures in Relational Databases. J. Intell. Inf. Syst. 15(1): 51-70 (2000)
[j18]
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Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl:
Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High-Dimensional Space. IEEE Trans. Knowl. Data Eng. 12(1): 45-57 (2000)
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Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel, Matthias Schubert:
Efficient Similarity Search in Digital Libraries. ADL 2000: 193-199
[c108]
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Christian Böhm, Bernhard Braunmüller, Markus M. Breunig, Hans-Peter Kriegel:
High Performance Clustering Based on the Similarity Join. CIKM 2000: 298-305
[c107]
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Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel, Xiaowei Xu:
Optimal Multidimensional Query Processing Using Tree Striping. DaWaK 2000: 244-257
[c106]
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Christian Böhm, Bernhard Braunmüller, Hans-Peter Kriegel:
The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries. DaWaK 2000: 372-381
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Christian Böhm, Hans-Peter Kriegel:
Dynamically Optimizing High-Dimensional Index Structures. EDBT 2000: 36-50
[c104]
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Bernhard Braunmüller, Martin Ester, Hans-Peter Kriegel, Jörg Sander:
Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases. ICDE 2000: 256-267
[c103]
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Martin Ester, Jörn Kohlhammer, Hans-Peter Kriegel:
The DC-Tree: A Fully Dynamic Index Structure for Data Warehouses. ICDE 2000: 379-388
[c102]
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Stefan Berchtold, Christian Böhm, H. V. Jagadish, Hans-Peter Kriegel, Jörg Sander:
Independent Quantization: An Index Compression Technique for High-Dimensional Data Spaces. ICDE 2000: 577-588
[c101]
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Mihael Ankerst, Martin Ester, Hans-Peter Kriegel:
Towards an effective cooperation of the user and the computer for classification. KDD 2000: 179-188
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Markus M. Breunig, Hans-Peter Kriegel, Jörg Sander:
Fast Hierarchical Clustering Based on Compressed Data and OPTICS. PKDD 2000: 232-242
[c99]
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Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander:
LOF: Identifying Density-Based Local Outliers. SIGMOD Conference 2000: 93-104
[c98]
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Hans-Peter Kriegel, Marco Pötke, Thomas Seidl:
Managing Intervals Efficiently in Object-Relational Databases. VLDB 2000: 407-418

1990 – 1999

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1999
[j17]
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Xiaowei Xu, Jochen Jäger, Hans-Peter Kriegel:
A Fast Parallel Clustering Algorithm for Large Spatial Databases. Data Min. Knowl. Discov. 3(3): 263-290 (1999)
[j16]
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Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel:
Perception-Based Classification. Informatica (Slovenia) 23(4) (1999)
[j15]
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Rolf Backofen, François Bry, Peter Clote, Hans-Peter Kriegel, Thomas Seidl, Klaus U. Schulz:
Bioinformatik - Aktuelles Schlagwort. Inform. Spektrum 22(5): 376-378 (1999)
[c97]
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Martin Ester, Stefan Grundlach, Hans-Peter Kriegel, Jörg Sander:
Database Primitives for Spatial Data Mining. BTW 1999: 137-150
[c96]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander:
Knowledge Discovery in Spatial Databases. DAGM-Symposium 1999: 1-14
[c95]
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Thomas Seidl, Hans-Peter Kriegel:
Adaptable Similarity Search in Large Image Databases. State-of-the-Art in Content-Based Image and Video Retrieval 1999: 297-317
[c94]
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Christian Böhm, Hans-Peter Kriegel:
Efficient Bulk Loading of Large High-Dimensional Indexes. DaWaK 1999: 251-260
[c93]
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Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel, Urs Michel:
Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases. DaWaK 1999: 261-270
[c92]
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Mihael Ankerst, Gabi Kastenmüller, Hans-Peter Kriegel, Thomas Seidl:
Nearest Neighbor Classification in 3D Protein Databases. ISMB 1999: 34-43
[c91]
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Mihael Ankerst, Christian Elsen, Martin Ester, Hans-Peter Kriegel:
Visual Classification: An Interactive Approach to Decision Tree Construction. KDD 1999: 392-396
[c90]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander:
Knowledge Discovery in Spatial Databases. KI 1999: 61-74
[c89]
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Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander:
OPTICS-OF: Identifying Local Outliers. PKDD 1999: 262-270
[c88]
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Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel, Jörg Sander:
OPTICS: Ordering Points To Identify the Clustering Structure. SIGMOD Conference 1999: 49-60
[c87]
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Christian Böhm, Gerald Klump, Hans-Peter Kriegel:
XZ-Ordering: A Space-Filling Curve for Objects with Spatial Extension. SSD 1999: 75-90
[c86]
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Mihael Ankerst, Gabi Kastenmüller, Hans-Peter Kriegel, Thomas Seidl:
3D Shape Histograms for Similarity Search and Classification in Spatial Databases. SSD 1999: 207-226
1998
[j14]
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Jörg Sander, Martin Ester, Hans-Peter Kriegel, Xiaowei Xu:
Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications. Data Min. Knowl. Discov. 2(2): 169-194 (1998)
[j13]
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Hans-Peter Kriegel, Thomas Seidl:
Approximation-Based Similarity Search for 3-D Surface Segments. GeoInformatica 2(2): 113-147 (1998)
[j12]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu:
Clustering for Mining in Large Spatial Databases. Künstliche Intell. 12(1): 18-24 (1998)
[j11]
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Mihael Ankerst, Hans-Peter Kriegel, Thomas Seidl:
A Multistep Approach for Shape Similarity Search in Image Databases. IEEE Trans. Knowl. Data Eng. 10(6): 996-1004 (1998)
[c85]
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Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel:
Improving the Query Performance of High-Dimensional Index Structures by Bulk-Load Operations. EDBT 1998: 216-230
[c84]
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Thomas Seidl, Gabi Kastenmüller, Hans-Peter Kriegel:
Similarity Search in 3D Protein Databases. German Conference on Bioinformatics 1998
[c83]
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Stefan Berchtold, Bernhard Ertl, Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl:
Fast Nearest Neighbor Search in High-Dimensional Space. ICDE 1998: 209-218
[c82]
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Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, Jörg Sander:
A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases. ICDE 1998: 324-331
[c81]
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Martin Ester, Alexander Frommelt, Hans-Peter Kriegel, Jörg Sander:
Algorithms for Characterization and Trend Detection in Spatial Databases. KDD 1998: 44-50
[c80]
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Stefan Berchtold, Hans-Peter Kriegel, Marco Pötke:
Database Support for Concurrent Digital Mock-up. PROLAMAT 1998: 499-510
[c79]
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Stefan Berchtold, Christian Böhm, Hans-Peter Kriegel:
The Pyramid-Technique: Towards Breaking the Curse of Dimensionality. SIGMOD Conference 1998: 142-153
[c78]
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Thomas Seidl, Hans-Peter Kriegel:
Optimal Multi-Step k-Nearest Neighbor Search. SIGMOD Conference 1998: 154-165
[c77]
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Mihael Ankerst, Bernhard Braunmüller, Hans-Peter Kriegel, Thomas Seidl:
Improving Adaptable Similarity Query Processing by Using Approximations. VLDB 1998: 206-217
[c76]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander, Michael Wimmer, Xiaowei Xu:
Incremental Clustering for Mining in a Data Warehousing Environment. VLDB 1998: 323-333
1997
[j10]
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Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel:
Using Extended Feature Objects for Partial Similarity Retrieval. VLDB J. 6(4): 333-348 (1997)
[c75]
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Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel:
Section Coding: Ein Verfahren zur Ähnlichkeitssuche in CAD-Datenbanken. BTW 1997: 152-171
[c74]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu:
Density-Connected Sets and their Application for Trend Detection in Spatial Databases. KDD 1997: 10-15
[c73]
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Stefan Berchtold, Christian Böhm, Daniel A. Keim, Hans-Peter Kriegel:
A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space. PODS 1997: 78-86
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Stefan Berchtold, Christian Böhm, Bernhard Braunmüller, Daniel A. Keim, Hans-Peter Kriegel:
Fast Parallel Similarity Search in Multimedia Databases. SIGMOD Conference 1997: 1-12
[c71]
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Stefan Berchtold, Hans-Peter Kriegel:
S3: Similarity Search in CAD Database Systems. SIGMOD Conference 1997: 564-567
[c70]
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Hans-Peter Kriegel, Thomas Schmidt, Thomas Seidl:
3D Similarity Search by Shape Approximation. SSD 1997: 11-28
[c69]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander:
Spatial Data Mining: A Database Approach. SSD 1997: 47-66
[c68]
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Thomas Seidl, Hans-Peter Kriegel:
Efficient User-Adaptable Similarity Search in Large Multimedia Databases. VLDB 1997: 506-515
1996
[j9]
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Daniel A. Keim, Hans-Peter Kriegel:
Visualization Techniques for Mining Large Databases: A Comparison. IEEE Trans. Knowl. Data Eng. 8(6): 923-938 (1996)
[c67]
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Martin Ester, Hans-Peter Kriegel, Stefan Wirth:
Feature Based Classification of Protein Docking Sites: An Algorithm for Large Databases and Experimental Results. German Conference on Bioinformatics 1996: 193-196
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Thomas Brinkhoff, Hans-Peter Kriegel, Bernhard Seeger:
Parallel Processing of Spatial Joins Using R-trees. ICDE 1996: 258-265
[c65]
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Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu:
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. KDD 1996: 226-231
[c64]
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Stefan Berchtold, Daniel A. Keim, Hans-Peter Kriegel:
The X-tree : An Index Structure for High-Dimensional Data. VLDB 1996: 28-39
1995
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Daniel A. Keim, Hans-Peter Kriegel:
Visualisierungstechniken zur Exploration und Analyse sehr großer Datenbanken. BTW 1995: 262-281
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Martin Ester, Hans-Peter Kriegel, Thomas Seidl, Xiaowei Xu:
Formbasierte Suche nach komplementären 3D-Oberflächen in einer Protein-Datenbank. BTW 1995: 373-382
[c61]
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Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, A. Braun:
Measuring the Complexity of Polygonal Objects. ACM-GIS 1995: 109-
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Thomas Seidl, Hans-Peter Kriegel:
Solvent Accessible Surface Representation in a Database System for Protein Docking. ISMB 1995: 350-358
[c59]
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Martin Ester, Hans-Peter Kriegel, Xiaowei Xu:
A Database Interface for Clustering in Large Spatial Databases. KDD 1995: 94-99
[c58]
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Daniel A. Keim, Hans-Peter Kriegel:
VisDB: A System for Visualizing Large Databases. SIGMOD Conference 1995: 482
[c57]
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Martin Ester, Hans-Peter Kriegel, Xiaowei Xu:
Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification. SSD 1995: 67-82
[c56]
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Thomas Seidl, Hans-Peter Kriegel:
A 3D Molecular Surface Representation Supporting Neighborhood Queries. SSD 1995: 240-258
[c55]
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Daniel A. Keim, Hans-Peter Kriegel:
Possibilities and Limits in Visualizing Large Databases. VDB 1995: 203-214
[c54]
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Daniel A. Keim, Mihael Ankerst, Hans-Peter Kriegel:
Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data. IEEE Visualization 1995: 279-286
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Daniel A. Keim, Hans-Peter Kriegel:
Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data. Perceptual Issues in Visualization 1995: 127-141
1994
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Daniel A. Keim, Hans-Peter Kriegel:
VisDB: database exploration using multidimensional visualization. IEEE Computer Graphics and Applications 14(5): 40-49 (1994)
[c53]
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Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam:
Query Translation Supporting the Migration of Legacy Databases into Cooperative Information Systems. CoopIS 1994: 203-214
[c52]
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Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl:
Supporting Data Mining of Large Databases by Visual Feedback Queries. ICDE 1994: 302-313
[c51]
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Thomas Brinkhoff, Hans-Peter Kriegel:
Approximations for a Multi-Step Processing of Spatial Joins. IGIS 1994: 25-34
[c50]
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Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger:
Multi-Step Processing of Spatial Joins. SIGMOD Conference 1994: 197-208
[c49]
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Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger:
GENESYS: A System for Efficient Spatial Query Processing. SIGMOD Conference 1994: 519
[c48]
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Thomas Brinkhoff, Hans-Peter Kriegel:
The Impact of Global Clustering on Spatial Database Systems. VLDB 1994: 168-179
1993
[j7]
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Hans-Peter Kriegel, Thomas Brinkhoff, Ralf Schneider:
Efficient Spatial Query Processing in Geographic Database Systems. IEEE Data Eng. Bull. 16(3): 10-15 (1993)
[c47]
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Hans-Peter Kriegel, Ralf Schneider, Thomas Brinkhoff:
Potentials for Improving Query Processing in Spatial Database Systems (article invité). BDA 1993: 11-
[c46]
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Thomas Brinkhoff, Holger Horn, Hans-Peter Kriegel, Ralf Schneider:
Eine Speicher- und Zugriffsarchitektur zur effizienten Anfragebearbeitung in Geo-Datenbanksystemen. BTW 1993: 356-374
[c45]
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Daniel A. Keim, Hans-Peter Kriegel:
Using Visualization to Support Data Mining of Large Existing Databases. Workshop on Database Issues for Data Visualization 1993: 210-229
[c44]
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Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam:
Object-Oriented Querying of Existing Relations Databases. DEXA 1993: 325-336
[c43]
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Hans-Peter Kriegel, Stephan Heep, Andreas Fahldiek, Norbert Mysliwitz:
Query Processing of Geometric Objects with Free Form Boundaries in Spatial Datbases. DEXA 1993: 349-360
[c42]
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Thomas Brinkhoff, Hans-Peter Kriegel, Ralf Schneider:
Comparison of Approximations of Complex Objects Used for Approximation-based Query Processing in Spatial Database Systems. ICDE 1993: 40-49
[c41]
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Daniel A. Keim, Hans-Peter Kriegel, Andreas Miethsam:
Integration of Relational Databases in a Multidatabase System based on Schema Enrichment. RIDE-IMS 1993: 96-104
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Thomas Brinkhoff, Hans-Peter Kriegel, Bernhard Seeger:
Efficient Processing of Spatial Joins Using R-Trees. SIGMOD Conference 1993: 237-246
[c39]
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Hans-Peter Kriegel, Stephan Heep, Andreas Fahldiek, Norbert Mysliwitz:
Handling geometric objects with free form curves in spatial databases. Solid Modeling and Applications 1993: 471-472
[c38]
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Thomas Brinkhoff, Holger Horn, Hans-Peter Kriegel, Ralf Schneider:
A Storage and Access Architecture for Efficient Query Processing in Spatial Database Systems. SSD 1993: 357-376
[c37]
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Michael Schiwietz, Hans-Peter Kriegel:
Query Processing of Spatial Objects: Complexity versus Redundancy. SSD 1993: 377-396
[c36]
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Daniel A. Keim, Hans-Peter Kriegel, Thomas Seidl:
Visual Feedback in Querying Large Databases. IEEE Visualization 1993: 158-165
1992
[c35]
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Hans-Peter Kriegel, Thomas Brinkhoff, Ralf Schneider:
The Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems. Data Structures and Efficient Algorithms 1992: 70-86
[c34]
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Hans-Peter Kriegel, Peter Heep, Stephan Heep, Michael Schiwietz, Ralf Schneider:
A Flexible and Extensible Index Manager for Spatial Database Systems. Data Structures and Efficient Algorithms 1992: 87-103
[c33]
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Hans-Peter Kriegel, Holger Horn, Michael Schiwietz:
The Performance of Object Decomposition Techniques for Spatial Query Processing. Data Structures and Efficient Algorithms 1992: 104-123
[c32]
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Holger Horn, Hans-Peter Kriegel:
Zeitversionen geometrischer Szenen in Datenbanksystemen. Grundlagen von Datenbanken 1992: 71-77
1991
[c31]
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Hans-Peter Kriegel:
Query Processing in Spatial Database Systems. New Results and New Trends in Computer Science 1991: 172-191
[c30]
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Ralf Schneider, Hans-Peter Kriegel:
The TR^*-Tree: A New Representation of Polygonal Objects Supporting Spatial Queries and Operations. Workshop on Computational Geometry 1991: 249-263
[c29]
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Hans-Peter Kriegel, Peter Heep, Stephan Heep, Michael Schiwietz, Ralf Schneider:
A Flexible and Extensible Index Manager for Spatial Database Systems. DEXA 1991: 179-184
[c28]
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Hans-Peter Kriegel, Peter Heep, Holger Horn:
Ein zerlegungsbasierter Anfrageprozessor für Geo-Objekte und sein Leistungsverhalten. Grundlagen von Datenbanken 1991: 70-72
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Hans-Peter Kriegel, Thomas Brinkhoff, Ralf Schneider:
Combination of Spatial Access Methods and Computational Geometry in Geographic Database Systems. SSD 1991: 5-21
[c26]
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Hans-Peter Kriegel, Holger Horn, Michael Schiwietz:
The Performance of Object Decomposition Techniques for Spatial Query Processing. SSD 1991: 257-276
1990
[c25]
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Bernhard Seeger, Hans-Peter Kriegel:
Design, Implementation and Performance Comparison of the Buddy-Tree. DEXA 1990: 203-207
[c24]
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Hans-Peter Kriegel, Peter Heep, Ralf Schneider:
Homogene Triangulation von Polygonen und deren Einbettung in einen Anfrageprozessor für Raumobjekte. Grundlagen von Datenbanken 1990: 53-54
[c23]
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Hans-Peter Kriegel, Michael Schiwietz:
Eine effiziente und robuste Zugriffsstruktur für große Mengen polygonaler Objekte. Grundlagen von Datenbanken 1990: 55-56
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Norbert Beckmann, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger:
The R*-Tree: An Efficient and Robust Access Method for Points and Rectangles. SIGMOD Conference 1990: 322-331
[c21]
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Hans-Peter Kriegel, Ralf Schneider:
Entwurf eines Bioindikations-Datenbanksystems. Informatik für den Umweltschutz 1990: 17-26
[c20]
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Bernhard Seeger, Hans-Peter Kriegel:
The Buddy-Tree: An Efficient and Robust Access Method for Spatial Data Base Systems. VLDB 1990: 590-601

1980 – 1989

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1989
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Hans-Peter Kriegel, Bernhard Seeger:
Multidimensional quantile hashing is very efficient for nonuniform distributions. Inf. Sci. 48(2): 99-117 (1989)
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Ralf Schneider, Hans-Peter Kriegel, Bernhard Seeger, Stephan Heep:
Retrieving of Parts with Geometric Similarity. FODO 1989: 241-245
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Andreas Becker, Axel Bücker, Redelf Janßen, Hans-Peter Kriegel, Klaus Matthes, Walter F. Henschel:
Ein System zur postoperativen Erfassung von Narkoseprotokollen. GI Jahrestagung (2) 1989: 688-703
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Hans-Peter Kriegel, Michael Schiwietz, Ralf Schneider, Bernhard Seeger:
Effiziente Punkt- und Raumzugriffsstrukturen für Geo-Datenbanksysteme - Ein Leistungsvergleich. Grundlagen von Datenbanken 1989
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Hans-Peter Kriegel, Michael Schiwietz:
Performance Comparison of Point and Spatial Access Methods. SSD 1989: 89-114
1988
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Bernhard Seeger, Hans-Peter Kriegel:
Spatial Access Methods based on Dynamic Hashing. Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung 1988: 22-36
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Stephan Heep, Hans-Peter Kriegel, Ralf Schneider, Bernhard Seeger:
Konzepte zur Suche geometrisch ähnlicher Bauteile. Non-Standard Datenbanken für Anwendungen der Graphischen Datenverarbeitung 1988: 166-183
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Hans-Peter Kriegel, Bernhard Seeger:
PLOP-Hashing: A Grid File without Directory. ICDE 1988: 369-376
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Bernhard Seeger, Hans-Peter Kriegel:
Techniques for Design and Implementation of Efficient Spatial Access Methods. VLDB 1988: 360-371
1987
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Hans-Peter Kriegel, Bernhard Seeger:
Multidimensional Dynamic Quantile Hashing is Very Efficient for Non-Uniform Record Distributions. ICDE 1987: 10-17
1986
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Hans-Peter Kriegel, Bernhard Seeger:
Multidimensional Order Preserving Linear Hashing with Partial Expansions. ICDT 1986: 203-220
1985
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Hans-Peter Kriegel, Rita Mannss, Mark H. Overmars:
The Inverted File Tree Machine: Efficient Multi-Key Retrieval for VLSI. FODO 1985: 279-291
1984
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Hans-Peter Kriegel:
Performance Comparison of Index Structures for Multi-Key Retrieval. SIGMOD Conference 1984: 186-196
1983
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Hans-Peter Kriegel, Y. S. Kwong:
Insertion-Safeness in Balanced Trees. Inf. Process. Lett. 16(5): 259-264 (1983)
[c7]
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Hans-Peter Kriegel:
Performance of Index Structures for Databases. WG 1983: 151-166
1982
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Hans-Peter Kriegel:
Variants of Multidimensional B-Trees as Dynamic Index Structures for Associative Retrieval in Database Systems. WG 1982: 109-128
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Armin B. Cremers, Hans-Peter Kriegel:
Theoretical Computer Science, 6th GI-Conference, Dortmund, Germany, January 5-7, 1983, Proceedings. Lecture Notes in Computer Science 145, Springer 1982, ISBN 3-540-11973-6 [contents]
1981
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Hans-Peter Kriegel, Vijay K. Vaishnavi:
Weighted Multidimensional B-trees Used as Nearly Optimal Dynamic Dictionaries. MFCS 1981: 410-417
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Ralf Hartmut Güting, Hans-Peter Kriegel:
Dynamic k-Dimensional Multiway Search under Time-Varying Access Frequencies. Theoretical Computer Science 1981: 135-145
1980
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Vijay K. Vaishnavi, Hans-Peter Kriegel, Derick Wood:
Optimum Multiway Search Trees. Acta Informatica 14: 119-133 (1980)
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Vijay K. Vaishnavi, Hans-Peter Kriegel, Derick Wood:
Space and time optimal algorithms for a class of rectangle intersection problems. Inf. Sci. 21(1): 59-67 (1980)
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Ralf Hartmut Güting, Hans-Peter Kriegel:
Multidimensional B-tree: An Efficient Dynamic File Structure for Exact Match Queries. GI Jahrestagung 1980: 375-388

1970 – 1979

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1979
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Vijay K. Vaishnavi, Hans-Peter Kriegel, Derick Wood:
Height balanced 2-3 trees. Computing 21(3): 195-211 (1979)
1977
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Hans-Peter Kriegel, Thomas Ottmann:
Left-Fitting Translations. ICALP 1977: 309-322
1976
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Hans-Peter Kriegel, Hermann A. Maurer:
Formal Translations and Szilard Languages. Inf. Control. 30(2): 187-198 (1976)
1975
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Hans-Peter Kriegel, Hermann A. Maurer:
Formal translations and the containment problem for Szilard languages. Automata Theory and Formal Languages 1975: 233-238

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