Label Selection Approach to Learning from Crowds

被引：0
|
作者：
Yoshimura, Kosuke [1 ]
Kashima, Hisashi [1 ]
机构：
[1] Kyoto University, Japan
来源：
Transactions of the Japanese Society for Artificial Intelligence | 2024年 / 39卷 / 05期
关键词：
All Open Access; Gold;
D O I：
10.1527/tjsai.39-5_F-O23
中图分类号：
学科分类号：
摘要：
32
引用
收藏
相关论文
共 50 条
  • [1] Multi-Label Learning from Crowds
    Li, Shao-Yuan
    Jiang, Yuan
    Chawla, Nitesh V.
    Zhou, Zhi-Hua
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 31 (07) : 1369 - 1382
  • [2] Learning From Crowds With Multiple Noisy Label Distribution Propagation
    Jiang, Liangxiao
    Zhang, Hao
    Tao, Fangna
    Li, Chaoqun
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (11) : 6558 - 6568
  • [3] Multi-label active learning from crowds for secure IIoT
    Wu, Ming
    Li, Qianmu
    Bilal, Muhammad
    Xu, Xiaolong
    Zhang, Jing
    Hou, Jun
    AD HOC NETWORKS, 2021, 121
  • [4] A Non-parametric Approach for Learning from Crowds
    Fu, Jiayi
    Zhong, Jinhong
    Liu, Yunfeng
    Wang, Zhenyu
    Tang, Ke
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 2228 - 2235
  • [5] Learning From Crowds
    Raykar, Vikas C.
    Yu, Shipeng
    Zhao, Linda H.
    Valadez, Gerardo Hermosillo
    Florin, Charles
    Bogoni, Luca
    Moy, Linda
    JOURNAL OF MACHINE LEARNING RESEARCH, 2010, 11 : 1297 - 1322
  • [6] Learning from crowds
    Raykar, Vikas C.
    Yu, Shipeng
    Zhao, Linda H.
    Valadez, Gerardo Hermosillo
    Florin, Charles
    Bogoni, Luca
    Moy, Linda
    Journal of Machine Learning Research, 2010, 11 : 1297 - 1322
  • [7] Learning to classify software defects from crowds: A novel approach
    Hernandez-Gonzaleza, Jeronimo
    Rodriguez, Daniel
    Inza, Inaki
    Harrison, Rachel
    Lozano, Jose A.
    APPLIED SOFT COMPUTING, 2018, 62 : 579 - 591
  • [8] Adversarial Learning from Crowds
    Chen, Pengpeng
    Sun, Hailong
    Yang, Yongqiang
    Chen, Zhijun
    THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / THE TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 5304 - 5312
  • [9] Ensemble Learning from Crowds
    Zhang, Jing
    Wu, Ming
    Sheng, Victor S.
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 31 (08) : 1506 - 1519
  • [10] Deep Learning from Crowds
    Rodrigues, Filipe
    Pereira, Francisco C.
    THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 1611 - 1618
12345