Classification and biomarker identification using gene network modules and support vector machines

被引：0
|
作者：
Malik Yousef
Mohamed Ketany
Larry Manevitz
Louise C Showe
Michael K Showe
机构：
[1] The Institute of Applied Research - The Galilee Society,Computer Science Department
[2] Al-Qasemi Academic College,Molecular Oncogenesis/Systems Biology Program
[3] University of Haifa,undefined
[4] The Wistar Institute,undefined
来源：
BMC Bioinformatics | / 10卷
关键词：
Support Vector Machine; Bayesian Network; Ridge Regression; Classification Study; Recursive Feature Elimination;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Gene selection for cancer classification using support vector machines
    Guyon, I
    Weston, J
    Barnhill, S
    Vapnik, V
    MACHINE LEARNING, 2002, 46 (1-3) : 389 - 422
  • [2] Gene Selection for Cancer Classification using Support Vector Machines
    Isabelle Guyon
    Jason Weston
    Stephen Barnhill
    Vladimir Vapnik
    Machine Learning, 2002, 46 : 389 - 422
  • [3] Classification of burn wounds using support vector machines
    Acha, B
    Serrano, C
    Palencia, S
    Murillo, JJ
    MEDICAL IMAGING 2004: IMAGE PROCESSING, PTS 1-3, 2004, 5370 : 1018 - 1025
  • [4] Classification of Nucleotide Sequences Using Support Vector Machines
    Tae-Kun Seo
    Journal of Molecular Evolution, 2010, 71 : 250 - 267
  • [5] Classification of Nucleotide Sequences Using Support Vector Machines
    Seo, Tae-Kun
    JOURNAL OF MOLECULAR EVOLUTION, 2010, 71 (04) : 250 - 267
  • [6] SOURCE CAMERA IDENTIFICATION USING SUPPORT VECTOR MACHINES
    Wang, Bo
    Kong, Xiangwei
    You, Xingang
    ADVANCES IN DIGITAL FORENSICS V, 2009, 306 : 107 - +
  • [7] Support vector machines and target classification
    Karlsen, RE
    Gorsich, DJ
    Gerhart, GR
    AUTOMATIC TARGET RECOGNITION X, 2000, 4050 : 108 - 118
  • [8] Automatic Classification of Wood Defects Using Support Vector Machines
    Gu, Irene Y. H.
    Andersson, Henrik
    Vicen, Raul
    COMPUTER VISION AND GRAPHICS, 2009, 5337 : 356 - +
  • [9] Polarimetric SAR image classification using support vector machines
    Fukuda, S
    Hirosawa, H
    IEICE TRANSACTIONS ON ELECTRONICS, 2001, E84C (12) : 1939 - 1945
  • [10] Mammogram Density Classification using Double Support Vector Machines
    Zeng, Yi-Chong
    2018 IEEE 7TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE 2018), 2018, : 547 - 550
12345