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Peer Kröger
Tytuł
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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
15122009
Density‐based clustering
HP Kriegel, P Kröger, J Sander, A Zimek
Wiley interdisciplinary reviews: data mining and knowledge discovery 1 (3 …, 2011
12832011
LoOP: local outlier probabilities
HP Kriegel, P Kröger, E Schubert, A Zimek
Proceedings of the 18th ACM conference on Information and knowledge …, 2009
7272009
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
4282009
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
3752011
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
3722010
Outlier detection techniques
HP Kriegel, P Kröger, A Zimek
Tutorial at KDD 10, 1-76, 2010
3182010
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
2782007
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
2462004
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
2382004
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
2222005
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
1802006
Density‐based clustering
RJGB Campello, P Kröger, J Sander, A Zimek
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (2 …, 2020
1752020
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
1742010
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
1652012
A general framework for increasing the robustness of PCA-based correlation clustering algorithms
HP Kriegel, P Kröger, E Schubert, A Zimek
International conference on scientific and statistical database management …, 2008
1562008
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
1492012
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
1452000
Similarity search on time series based on threshold queries
J Aßfalg, HP Kriegel, P Kröger, P Kunath, A Pryakhin, M Renz
Advances in Database Technology-EDBT 2006: 10th International Conference on …, 2006
1332006
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