Learning gene regulatory networks from only positive and unlabeled data

被引：0
|
作者：
Luigi Cerulo
Charles Elkan
Michele Ceccarelli
机构：
[1] University of Sannio,Department of Biological and Environmental Studies
[2] Institute of Genetic Research "Gaetano Salvatore",Biogem s.c.ar.l.
[3] Ariano Irpino (AV),Department of Computer Science and Engineering
[4] University of California,undefined
来源：
BMC Bioinformatics | / 11卷
关键词：
Support Vector Machine; Feature Vector; Gene Regulatory Network; Unlabeled Data; Unsupervised Method;
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] Learning gene regulatory networks from only positive and unlabeled data
    Cerulo, Luigi
    Elkan, Charles
    Ceccarelli, Michele
    [J]. BMC BIOINFORMATICS, 2010, 11
  • [2] Learning from data streams with only positive and unlabeled data
    Qin, Xiangju
    Zhang, Yang
    Li, Chen
    Li, Xue
    [J]. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2013, 40 (03) : 405 - 430
  • [3] Learning from data streams with only positive and unlabeled data
    Xiangju Qin
    Yang Zhang
    Chen Li
    Xue Li
    [J]. Journal of Intelligent Information Systems, 2013, 40 : 405 - 430
  • [4] CLASSIFICATION FROM ONLY POSITIVE AND UNLABELED FUNCTIONAL DATA
    Terada, Yoshikazu
    Ogasawara, Issei
    Nakata, Ken
    [J]. ANNALS OF APPLIED STATISTICS, 2020, 14 (04): : 1724 - 1742
  • [5] Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy
    Wang, Xiaoling
    Xu, Zhen
    Sha, Chaofeng
    Ester, Martin
    Zhou, Aoying
    [J]. WEB-AGE INFORMATION MANAGEMENT, PROCEEDINGS, 2010, 6184 : 668 - +
  • [6] Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT Images
    Zuluaga, Maria A.
    Hush, Don
    Delgado Leyton, Edgar J. F.
    Hernandez Hoyos, Marcela
    Orkisz, Maciej
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION, MICCAI 2011, PT III, 2011, 6893 : 9 - +
  • [7] Analysis of Learning from Positive and Unlabeled Data
    du Plessis, Marthinus C.
    Niu, Gang
    Sugiyama, Masashi
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014), 2014, 27
  • [8] Learning from positive and unlabeled data: a survey
    Jessa Bekker
    Jesse Davis
    [J]. Machine Learning, 2020, 109 : 719 - 760
  • [9] Learning from positive and unlabeled data: a survey
    Bekker, Jessa
    Davis, Jesse
    [J]. MACHINE LEARNING, 2020, 109 (04) : 719 - 760
  • [10] Histogram-based Asymmetric Relabeling for Learning from Only Positive and Unlabeled Data.
    Arjannikov, Tom
    Tzanetakis, George
    [J]. 2017 16TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2017, : 1065 - 1070
12345