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IMSCCS
2007
IEEE
15 years 5 months ago
Multi-dimensional Cluster Misclassification Test for Pathway Differential Analysis of Diabetes
Gene pathway can be defined as a group of genes that interact with each other to perform some biological processes. Along with the efforts to identify the individual genes that pl...
Lily R. Liang, Vinay Mandal, Yi Lu, Deepak Kumar
FSKD
2005
Springer
180views Fuzzy Logic» more  FSKD 2005»
15 years 4 months ago
An Effective Feature Selection Scheme via Genetic Algorithm Using Mutual Information
Abstract. In the artificial neural networks (ANNs), feature selection is a wellresearched problem, which can improve the network performance and speed up the training of the networ...
Chunkai K. Zhang, Hong Hu
FSKD
2005
Springer
101views Fuzzy Logic» more  FSKD 2005»
15 years 4 months ago
Geometrical Probability Covering Algorithm
Abstract. In this paper, we propose a novel classification algorithm, called geometrical probability covering (GPC) algorithm, to improve classification ability. On the basis of ...
Junping Zhang, Stan Z. Li, Jue Wang
WILF
2005
Springer
112views Fuzzy Logic» more  WILF 2005»
15 years 4 months ago
NEC for Gene Expression Analysis
Aim of this work is to apply a novel comprehensive machine learning tool for data mining to preprocessing and interpretation of gene expression data. Furthermore, some visualizatio...
Roberto Amato, Angelo Ciaramella, N. Deniskina, Ca...
WILF
2005
Springer
185views Fuzzy Logic» more  WILF 2005»
15 years 4 months ago
SVM Classification of Neonatal Facial Images of Pain
This paper reports experiments that explore performance differences in two previous studies that investigated SVM classification of neonatal pain expressions using the Infant COPE ...
Sheryl Brahnam, Chao-Fa Chuang, Frank Y. Shih, Mel...