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ECCV
2010
Springer
15 years 10 months 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
16 years 6 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»
13 years 8 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»
15 years 5 months ago
Evolving a Stigmergic Self-Organized Data-Mining
Vitorino Ramos, Ajith Abraham
ICML
2008
IEEE
16 years 6 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