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DAWAK
2008
Springer
15 years 8 months ago
Selective Pre-processing of Imbalanced Data for Improving Classification Performance
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
Jerzy Stefanowski, Szymon Wilk
SERVICES
2010
130views more  SERVICES 2010»
15 years 8 months ago
Heterogeneous Service Selection Based on Formal Concept Analysis
In this paper, we propose an approach based on Formal Concept Analysis in order to organize the services registry at runtime and to allow the "best" service selection am...
Stéphanie Chollet, Vincent Lestideau, Phili...
IIWAS
2008
15 years 8 months ago
Application framework with demand-driven mashup for selective browsing
Abstract: We are developing a new mashup framework for creating flexible applications in which users can selectively browse through mashup items. The framework provides GUI compone...
Sohei Ikeda, Takakazu Nagamine, Tomio Kamada
APBC
2004
132views Bioinformatics» more  APBC 2004»
15 years 8 months ago
A Novel Feature Selection Method to Improve Classification of Gene Expression Data
This paper introduces a novel method for minimum number of gene (feature) selection for a classification problem based on gene expression data with an objective function to maximi...
Liang Goh, Qun Song, Nikola K. Kasabov
134
Voted
DICTA
2003
15 years 8 months ago
Model Selection Criteria in Computer Vision: Are They Different?
 This paper presents an extensive survey of  model selection techniques for  computer vision applications. A large number of existing model selection criteria...
Niloofar Gheissari, Alireza Bab-Hadiashar