The blind men and the elephant: on meeting the problem of multiple truths in data from clustering and pattern mining perspectives

作者: Arthur Zimek , Jilles Vreeken

DOI: 10.1007/S10994-013-5334-Y

关键词:

摘要: … to subspace clustering and ensemble clustering, and we touch … commonalities between clustering and pattern mining. We will … for a given cluster being normally distributed with a small …

参考文章(221)
Andrea Tagarelli, Francesco Gullo, Sergio Greco, Diversity-Based Weighting Schemes for Clustering Ensembles. siam international conference on data mining. pp. 437- 448 ,(2009)
Kleanthis-Nikolaos Kontonasios, Tijl De Bie, An Information-Theoretic Approach to Finding Informative Noisy Tiles in Binary Databases. siam international conference on data mining. pp. 153- 164 ,(2010)
S. S. Ravi, Leonid Shamis, Ian Davidson, A SAT-based Framework for Efficient Constrained Clustering. siam international conference on data mining. pp. 94- 105 ,(2010)
Xiaoli Fern, Javad Azimi, Adaptive cluster ensemble selection international joint conference on artificial intelligence. pp. 992- 997 ,(2009)
Shantanu Godbole, Sunita Sarawagi, Discriminative Methods for Multi-labeled Classification Advances in Knowledge Discovery and Data Mining. pp. 22- 30 ,(2004) , 10.1007/978-3-540-24775-3_5
Sham M Kakade, Karthik Sridharan, An Information Theoretic Framework for Multi-View Learning conference on learning theory. pp. 403- 414 ,(2008)
Elke Achtert, Christian Böhm, Hans-Peter Kriegel, Peer Kröger, Ina Müller-Gorman, Arthur Zimek, Detection and Visualization of Subspace Cluster Hierarchies Advances in Databases: Concepts, Systems and Applications. pp. 152- 163 ,(2007) , 10.1007/978-3-540-71703-4_15
Xuan Hong Dang, James Bailey, Generation of alternative clusterings using the CAMI approach siam international conference on data mining. pp. 118- 129 ,(2010)
Heikki Mannila, Pauli Miettinen, Arianna Gallo, Finding Subgroups having Several Descriptions: Algorithms for Redescription Mining. siam international conference on data mining. pp. 334- 345 ,(2008)
Chris H. Q. Ding, Tao Li, Weighted consensus clustering siam international conference on data mining. pp. 798- 809 ,(2008)