ECFS-DEA: an ensemble classifier-based feature selection for differential expression analysis on expression profiles

被引：0
|
作者：
Xudong Zhao
Qing Jiao
Hangyu Li
Yiming Wu
Hanxu Wang
Shan Huang
Guohua Wang
机构：
[1] College of Information and Computer Engineering,
[2] Northeast Forestry University,undefined
[3] Department of Neurology,undefined
[4] The 2nd Affiliated Hospital of Harbin Medical University,undefined
[5] State Key Laboratory of Tree Genetics and Breeding,undefined
[6] Northeast Forestry University,undefined
来源：
BMC Bioinformatics | / 21卷
关键词：
Feature selection; Classification; Accumulation; Expression profiles; Differential expression analysis;
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] ECFS-DEA: an ensemble classifier-based feature selection for differential expression analysis on expression profiles
    Zhao, Xudong
    Jiao, Qing
    Li, Hangyu
    Wu, Yiming
    Wang, Hanxu
    Huang, Shan
    Wang, Guohua
    BMC BIOINFORMATICS, 2020, 21 (01)
  • [2] Dimension Reduction and Classifier-Based Feature Selection for Oversampled Gene Expression Data and Cancer Classification
    Petinrin, Olutomilayo Olayemi
    Saeed, Faisal
    Salim, Naomie
    Toseef, Muhammad
    Liu, Zhe
    Muyide, Ibukun Omotayo
    PROCESSES, 2023, 11 (07)
  • [3] AFS-DEA: An automatic feature selection platform for differential expression analysis
    Zhao, Xudong
    Su, Weiqi
    Li, Hangyu
    Liu, Tong
    Kong, Denan
    Wang, Guohua
    2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2020, : 236 - 239
  • [4] Kidney Transplant Classification with Gene Expression Profiles using L1 Feature Selection Ensemble Classifier based on Data Clustering
    Pratama, M. Octaviano
    2017 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS), 2017, : 239 - 243
  • [5] MODE: multiobjective differential evolution for feature selection and classifier ensemble
    Utpal Kumar Sikdar
    Asif Ekbal
    Sriparna Saha
    Soft Computing, 2015, 19 : 3529 - 3549
  • [6] MODE: multiobjective differential evolution for feature selection and classifier ensemble
    Sikdar, Utpal Kumar
    Ekbal, Asif
    Saha, Sriparna
    SOFT COMPUTING, 2015, 19 (12) : 3529 - 3549
  • [7] A Feature Selection Based Serial SVM Ensemble Classifier
    Cao, Jianjun
    Lv, Guojun
    Chang, Chen
    Li, Hongmei
    IEEE ACCESS, 2019, 7 : 144516 - 144523
  • [8] Genetic search for optimal ensemble of feature-classifier pairs in DNA gene expression profiles
    Park, C
    Cho, SB
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 1702 - 1707
  • [9] Feature selection and weighted SVM classifier-based ship detection in PolSAR imagery
    Xing, Xiangwei
    Ji, Kefeng
    Zou, Huanxin
    Sun, Jixiang
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (22) : 7925 - 7944
  • [10] Integrate Classifier Diversity Evaluation to Feature Selection Based Classifier Ensemble Reduction
    Yao, Gang
    Chao, Fei
    Zeng, Hualin
    Shi, Minghui
    Jiang, Min
    Zhou, Changle
    2014 14TH UK WORKSHOP ON COMPUTATIONAL INTELLIGENCE (UKCI), 2014, : 37 - 43
12345