Informative gene selection and the direct classification of tumors based on relative simplicity

被引：0
|
作者：
Yuan Chen
Lifeng Wang
Lanzhi Li
Hongyan Zhang
Zheming Yuan
机构：
[1] Hunan Provincial Key Laboratory for Biology and Control of Plant Diseases and Insect Pests,
[2] Hunan Provincial Key Laboratory for Germplasm Innovation and Utilization of Crop,undefined
[3] Hunan Agricultural University,undefined
[4] Biotechnology Research Center,undefined
[5] Hunan Academy of Agricultural Sciences,undefined
来源：
BMC Bioinformatics | / 17卷
关键词：
Microarray expression data; Gene selection; Direct classify; Relative simplicity; Binary-discriminative informative genes; Paired votes;
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
  • [31] Feature (gene) selection in gene expression-based tumor classification
    Xiong, MM
    Li, WJ
    Zhao, JY
    Jin, L
    Boerwinkle, E
    MOLECULAR GENETICS AND METABOLISM, 2001, 73 (03) : 239 - 247
  • [32] Generalizability and Simplicity as Criteria in Feature Selection: Application to Mood Classification in Music
    Saari, Pasi
    Eerola, Tuomas
    Lartillot, Olivier
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2011, 19 (06): : 1802 - 1812
  • [33] Efficient Features Selection based Breast Tumors Classification with Machine Learning
    Rahman, Jalees Ur
    Ishtiaq, Amna
    Haider, Usman
    2022 17TH INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES (ICET'22), 2022, : 166 - 171
  • [34] Classification of Informative Reviews Based on Personal Values
    Takama, Yasufumi
    Mao, Zhongjie
    Hattori, Shunichi
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2014, 18 (03) : 331 - 339
  • [35] A Direct Test of Selection in Cell Populations Using the Diversity in Gene Expression within Tumors
    Li, Chunyan
    Hou, Yali
    Xu, Jin
    Zhang, Aiqun
    Liu, Zhenzhen
    Qi, Furong
    Yang, Zuyu
    Chen, Ke
    Liu, Sixue
    Huang, Huanwei
    Wang, Qianfei
    Dong, Jiahong
    Wu, Chung-I
    Lu, Xuemei
    MOLECULAR BIOLOGY AND EVOLUTION, 2017, 34 (07) : 1730 - 1742
  • [36] EFFICIENT SELECTION OF INFORMATIVE AND DIVERSE TRAINING SAMPLES WITH APPLICATIONS IN SCENE CLASSIFICATION
    Paul, Sujoy
    Bappy, Jawadul H.
    Roy-Chowdhury, Amit K.
    2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 494 - 498
  • [37] Selection of the Informative Feature System for Crops Classification Using Hyperspectral Data
    Borzov, S. M.
    Potaturkin, O. I.
    OPTOELECTRONICS INSTRUMENTATION AND DATA PROCESSING, 2020, 56 (04) : 431 - 439
  • [38] Selection of the Informative Feature System for Crops Classification Using Hyperspectral Data
    S. M. Borzov
    O. I. Potaturkin
    Optoelectronics, Instrumentation and Data Processing, 2020, 56 : 431 - 439
  • [39] Simultaneous Informative Gene Selection and Clustering through Multiobjective Optimization
    Mukhopadhyay, Anirban
    Maulik, Ujjwal
    Bandyopadhyay, Sanghamitra
    2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [40] ALGORITHM FOR SELECTION OF INFORMATIVE GENES USING GENE EXPRESSION DATA
    Sharma, Nitesh Kumar
    Mishra, Dwijesh Chandra
    Farooqi, Mohammad Samir
    Budhlakoti, Neeraj
    Chaturvedi, Krishna Kumar
    Das, Samrendra
    Kumar, Anil
    Rai, Anil
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2021, 17 : 2419 - 2426
12345