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Abstract: In this paper we introduce a simple probabilistic model, hierarchical tiles, for 0-1 data. A basic tile (X,Y,p) specifies a subset X of the rows and a subset Y of the columns of the data, i.e., a rectangle, and gives a probability p for the occurrence of 1s in the cells of X x Y. A hierarchical tile has additionally a set of exception tiles that specify the probabilities for subrectangles of the original rectangle. If the rows and columns are ordered and X and Y consist of consecutive elements... (Update)
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BibTeX entry: (Update)
@inproceedings{ gionis04:tiles,
author = {Aristides Gionis and Heikki Mannila and Jouni
K. Sepp{\"a}nen},
title = {Geometric and combinatorial tiles in 0-1 data},
booktitle = {Proc. PKDD},
year = 2004,
editor = {J.-F. Boulicaut and F. Esposito and F. Giannotti and
D. Pedreschi},
volume = 3202,
series = {LNAI},
address = {Pisa, Italy},
month = sep,
url = {citeseer.ist.psu.edu/gionis04geometric.html} }
Citations (may not include all citations):475 Automatic subspace clustering of high dimensional data for d.. - Agrawal, Gehrke et al. - 1998
215 Learning decision lists - Rivest - 1987
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190 Data clustering: A review - Jain, Murty et al. - 1999
108 Algebraic connectivity of graphs (context) - Fiedler - 1973
93 American Mathematical Society (context) - Chung, theory - 1997
88 Eigenvalues and graph bisection: An average-case analysis (context) - Boppana - 1987
72 On spectral clustering: Analysis and an algorithm - Ng, Jordan et al. - 2001
35 Finding generalized projected clusters in high dimensional s.. - Aggarwal, Yu - 2000
34 Biclustering of expression data - Cheng, Church - 2000
33 Mining all non-derivable frequent itemsets - Calders, Goethals - 2002
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11 A spectral algorithm for seriation and the consecutive ones .. - Atkins, Boman et al. - 1999
10 frequent closed patterns without minimum support (context) - Han, Wang et al. - 2002
9 Multi-scale algorithm for the linear arrangement problem - Koren, Harel - 2002
7 Discovering interesting holes in data (context) - Liu, Ku et al. - 1997
6 Mining associations between sets of items in large databases (context) - Agrawal, Imielinski et al. - 1993
5 Induction of ripple-down rules applied to modeling large dat.. - Gaines, Compton - 1993
5 Learning hierarchical rule sets - Kivinen, Mannila et al. - 1992
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3 Mining for empty spaces in large data sets (context) - Edmonds, Gryz et al. - 2003
3 Department of Computer Science (context) - Pothen, Simon et al. - 1992
2 Clustering objects on subsets of attributes - Friedman, Meulman - 2004
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