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ECCV
2010
Springer
14 years 23 days ago
Building Compact Local Pairwise Codebook with Joint Feature Space Clustering
Abstract. This paper presents a simple, yet effective method of building a codebook for pairs of spatially close SIFT descriptors. Integrating such codebook into the popular bag-o...
ICML
2001
IEEE
14 years 8 months ago
Hypertext Categorization using Hyperlink Patterns and Meta Data
Rayid Ghani, Seán Slattery, Yiming Yang
KDD
2012
ACM
196views Data Mining» more  KDD 2012»
11 years 10 months ago
Chromatic correlation clustering
We study a novel clustering problem in which the pairwise relations between objects are categorical. This problem can be viewed as clustering the vertices of a graph whose edges a...
Francesco Bonchi, Aristides Gionis, Francesco Gull...
CORR
2004
Springer
110views Education» more  CORR 2004»
13 years 7 months ago
Evolving a Stigmergic Self-Organized Data-Mining
Vitorino Ramos, Ajith Abraham
ICML
2008
IEEE
14 years 8 months ago
Multi-classification by categorical features via clustering
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
Yevgeny Seldin, Naftali Tishby