Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering HP Kriegel, P Kröger, A Zimek Acm transactions on knowledge discovery from data (tkdd) 3 (1), 1-58, 2009 | 1465 | 2009 |
Density‐based clustering HP Kriegel, P Kröger, J Sander, A Zimek Wiley interdisciplinary reviews: data mining and knowledge discovery 1 (3 …, 2011 | 1185 | 2011 |
LoOP: local outlier probabilities HP Kriegel, P Kröger, E Schubert, A Zimek Proceedings of the 18th ACM conference on Information and knowledge …, 2009 | 685 | 2009 |
Density-connected subspace clustering for high-dimensional data P Kröger, HP Kriegel, K Kailing Proceedings of the Fourth SIAM International Conference on Data Mining (SDM …, 2004 | 565* | 2004 |
Outlier detection in axis-parallel subspaces of high dimensional data HP Kriegel, P Kröger, E Schubert, A Zimek Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia …, 2009 | 402 | 2009 |
Can shared-neighbor distances defeat the curse of dimensionality? ME Houle, HP Kriegel, P Kröger, E Schubert, A Zimek Scientific and Statistical Database Management: 22nd International …, 2010 | 356 | 2010 |
Interpreting and unifying outlier scores HP Kriegel, P Kroger, E Schubert, A Zimek Proceedings of the 2011 SIAM International Conference on Data Mining, 13-24, 2011 | 345 | 2011 |
Outlier detection techniques HP Kriegel, P Kröger, A Zimek Tutorial at KDD 10, 1-76, 2010 | 311 | 2010 |
Future trends in data mining HP Kriegel, KM Borgwardt, P Kröger, A Pryakhin, M Schubert, A Zimek Data Mining and Knowledge Discovery 15, 87-97, 2007 | 262 | 2007 |
Density connected clustering with local subspace preferences C Bohm, K Railing, HP Kriegel, P Kroger Fourth IEEE International Conference on Data Mining (ICDM'04), 27-34, 2004 | 246 | 2004 |
Computing clusters of correlation connected objects C Böhm, K Kailing, P Kröger, A Zimek Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004 | 238 | 2004 |
A generic framework for efficient subspace clustering of high-dimensional data HP Kriegel, P Kroger, M Renz, S Wurst Fifth IEEE international conference on data mining (ICDM'05), 8 pp., 2005 | 225 | 2005 |
Efficient reverse k-nearest neighbor search in arbitrary metric spaces E Achtert, C Böhm, P Kröger, P Kunath, A Pryakhin, M Renz Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006 | 178 | 2006 |
On using class-labels in evaluation of clusterings I Färber, S Günnemann, HP Kriegel, P Kröger, E Müller, E Schubert, ... MultiClust: 1st international workshop on discovering, summarizing and using …, 2010 | 168 | 2010 |
Outlier detection in arbitrarily oriented subspaces HP Kriegel, P Kröger, E Schubert, A Zimek 2012 IEEE 12th international conference on data mining, 379-388, 2012 | 158 | 2012 |
A general framework for increasing the robustness of PCA-based correlation clustering algorithms HP Kriegel, P Kröger, E Schubert, A Zimek Scientific and Statistical Database Management: 20th International …, 2008 | 152 | 2008 |
Density-based projected clustering over high dimensional data streams I Ntoutsi, A Zimek, T Palpanas, P Kröger, HP Kriegel Proceedings of the 2012 SIAM international conference on data mining, 987-998, 2012 | 147 | 2012 |
Accumulation of cadmium, zinc, and copper in maternal blood and developmental placental tissue: differences between Finland, Estonia, and St. Petersburg M Kantola, R Purkunen, P Kröger, A Tooming, J Juravskaja, M Pasanen, ... Environmental research 83 (1), 54-66, 2000 | 144 | 2000 |
Density‐based clustering RJGB Campello, P Kröger, J Sander, A Zimek Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (2 …, 2020 | 135 | 2020 |
Data bubbles: Quality preserving performance boosting for hierarchical clustering MM Breunig, HP Kriegel, P Kröger, J Sander Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001 | 131 | 2001 |