Expressive power of binary relevance and chain classifiers based on Bayesian networks for multi-label classification

被引:0
|
作者
机构
[1] Varando, Gherardo
[2] Bielza, Concha
[3] Larrañaga, Pedro
来源
| 1600年 / Springer Verlag卷 / 8754期
关键词
Chains;
D O I
10.1007/978-3-319-11433-0_34
中图分类号
学科分类号
摘要
引用
下载
收藏
相关论文
共 50 条
  • [1] Expressive Power of Binary Relevance and Chain Classifiers Based on Bayesian Networks for Multi-label Classification
    Varando, Gherardo
    Bielza, Concha
    Larranaga, Pedro
    PROBABILISTIC GRAPHICAL MODELS, 2014, 8754 : 519 - 534
  • [2] Decision functions for chain classifiers based on Bayesian networks for multi-label classification
    Varando, Gherardo
    Bielza, Concha
    Larranaga, Pedro
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2016, 68 : 164 - 178
  • [3] Multi-label classification with Bayesian network-based chain classifiers
    Sucar, L. Enrique
    Bielza, Concha
    Morales, Eduardo F.
    Hernandez-Leal, Pablo
    Zaragoza, Julio H.
    Larranaga, Pedro
    PATTERN RECOGNITION LETTERS, 2014, 41 : 14 - 22
  • [4] Multi-Label Classification Using Binary Tree of Classifiers
    Law, Anwesha
    Ghosh, Ashish
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 6 (03): : 677 - 689
  • [5] Dependent binary relevance models for multi-label classification
    Montanes, Elena
    Senge, Robin
    Barranquero, Jose
    Ramon Quevedo, Jose
    Jose del Coz, Juan
    Huellermeier, Eyke
    PATTERN RECOGNITION, 2014, 47 (03) : 1494 - 1508
  • [6] Fuzzy ARTMAP with Binary Relevance for Multi-label Classification
    Yuan, Lik Xun
    Tan, Shing Chiang
    Goh, Pey Yun
    Lim, Chee Peng
    Watada, Junzo
    INTELLIGENT DECISION TECHNOLOGIES 2017, KES-IDT 2017, PT II, 2018, 73 : 127 - 135
  • [7] Incorporating label dependency into the binary relevance framework for multi-label classification
    Alvares-Cherman, Everton
    Metz, Jean
    Monard, Maria Carolina
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (02) : 1647 - 1655
  • [8] Co-learning Binary Classifiers for LP-Based Multi-label Classification
    Shan, Jincheng
    Hou, Chenping
    Zhuge, Wenzhang
    Yi, Dongyun
    INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING, 2018, 11266 : 443 - 453
  • [9] Decision Template Multi-label Classification based on Recursive Dependent Binary Relevance
    Rauber, Thomas W.
    Rocha, Victor F.
    Mello, Lucas H. S.
    Varejao, Flavio M.
    2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, : 2402 - 2408
  • [10] Co-learning binary classifiers for LP-based multi-label classification
    Shan, Jincheng
    Hou, Chenping
    Tao, Hong
    Zhuge, Wenzhang
    Yi, Dongyun
    COGNITIVE SYSTEMS RESEARCH, 2019, 55 : 146 - 152