Semi-supervised multi-label collective classification ensemble for functional genomics

被引：0
|
作者：
Qingyao Wu
Yunming Ye
Shen-Shyang Ho
Shuigeng Zhou
机构：
[1] Harbin Institute of Technology,Shenzhen Key Laboratory of Internet Information Collaboration, Shenzhen Graduate School
[2] Nanyang Technological University,School of Computer Engineering
[3] Fudan University,Shanghai Key Lab of Intelligent Information Processing, and School of Computer Science
来源：
BMC Genomics | / 15卷
关键词：
Protein function prediction; protein interaction networks; collective classification; semi-supervised learning; multi-label learning;
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] Semi-supervised multi-label collective classification ensemble for functional genomics
    Wu, Qingyao
    Ye, Yunming
    Ho, Shen-Shyang
    Zhou, Shuigeng
    BMC GENOMICS, 2014, 15
  • [2] Robust Multi-Label Semi-Supervised Classification
    Li, Sheng
    Fu, Yun
    2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 27 - 36
  • [3] A Semi-Supervised Ensemble Approach for Multi-Label Learning
    Gharroudi, Ouadie
    Elghazel, Haytham
    Aussem, Alex
    2016 IEEE 16TH INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), 2016, : 1197 - 1204
  • [4] Semi-supervised imbalanced multi-label classification with label propagation
    Du, Guodong
    Zhang, Jia
    Zhang, Ning
    Wu, Hanrui
    Wu, Peiliang
    Li, Shaozi
    PATTERN RECOGNITION, 2024, 150
  • [5] Semi-Supervised Dimension Reduction for Multi-label Classification
    Qian, Buyue
    Davidson, Ian
    PROCEEDINGS OF THE TWENTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE (AAAI-10), 2010, : 569 - 574
  • [6] A survey of multi-label classification based on supervised and semi-supervised learning
    Han, Meng
    Wu, Hongxin
    Chen, Zhiqiang
    Li, Muhang
    Zhang, Xilong
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 14 (03) : 697 - 724
  • [7] A survey of multi-label classification based on supervised and semi-supervised learning
    Meng Han
    Hongxin Wu
    Zhiqiang Chen
    Muhang Li
    Xilong Zhang
    International Journal of Machine Learning and Cybernetics, 2023, 14 : 697 - 724
  • [8] Semi-supervised multi-label classification using incomplete label information
    Tan, Qiaoyu
    Yu, Yanming
    Yu, Guoxian
    Wang, Jun
    NEUROCOMPUTING, 2017, 260 : 192 - 202
  • [9] Using Semi-Supervised Learning in Multi-label Classification Problems
    Santos, Araken M.
    Canuto, Anne M. P.
    2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
  • [10] Distributed Semi-supervised Multi-label Classification with Quantized Communication
    Xu, Zhen
    Zhai, Yifan
    Liu, Ying
    ICMLC 2020: 2020 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND COMPUTING, 2018, : 57 - 62
12345