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COGSCI
2010
107views more  COGSCI 2010»
15 years 2 months ago
Feature Selection for Inductive Generalization
Judging similarities among objects, events, and experiences is one of the most basic cognitive abilities, allowing us to make predictions and generalizations. The main assumption ...
Na-Yung Yu, Takashi Yamauchi, Huei-Fang Yang, Yen-...
91
Voted
CORR
2007
Springer
95views Education» more  CORR 2007»
15 years 2 months ago
Resampling methods for parameter-free and robust feature selection with mutual information
Combining the mutual information criterion with a forward feature selection strategy offers a good trade-off between optimality of the selected feature subset and computation time...
Damien François, Fabrice Rossi, Vincent Wer...
JMIV
2007
145views more  JMIV 2007»
15 years 2 months ago
Level Lines Selection with Variational Models for Segmentation and Encoding
Abstract. This paper discusses the interest of the Tree of Shapes of an image as a region oriented image representation. The Tree of Shapes offers a compact and structured represen...
Coloma Ballester, Vicent Caselles, Laura Igual, Ll...
GLOBECOM
2010
IEEE
15 years 13 days ago
Optimal Bandwidth Allocation with Dynamic Service Selection in Heterogeneous Wireless Networks
Bandwidth allocation for different service classes in heterogeneous wireless networks is an important issue for service provider in terms of balancing service quality and profit. I...
Kun Zhu, Dusit Niyato, Ping Wang
138
Voted
KDD
2010
ACM
326views Data Mining» more  KDD 2010»
15 years 10 days ago
Document clustering via dirichlet process mixture model with feature selection
One essential issue of document clustering is to estimate the appropriate number of clusters for a document collection to which documents should be partitioned. In this paper, we ...
Guan Yu, Ruizhang Huang, Zhaojun Wang