Concepedia

Multi-view Association Learning

Multi-View Association Learning is a computational framework that integrates complementary information from multiple heterogeneous data views to model and infer associations across biological omics layers while preserving the intrinsic structure and modality-specific characteristics of each view.

19

Publications

1.8K

Citations

93

Authors

43

Institutions

Publications per year

2017–2026

17

Parents

Publications

19

Multi-view learning overview: Recent progress and new challenges

Jing Zhao, Xijiong Xie, Xin Xu et al. · Information Fusion · 2017 · 991 citations

, , +12

Multi-view Multichannel Attention Graph Convolutional Network for miRNA–disease association prediction

Xinru Tang, Jiawei Luo, Cong Shen et al. · Briefings in Bioinformatics · 2021 · 153 citations

, , +14

CrossCBR

Yunshan Ma, Yingzhi He, An Zhang et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 99 citations · Full text

, , +12

AMHMDA: attention aware multi-view similarity networks and hypergraph learning for miRNA–disease associations identification

Ning Qiao, Yaomiao Zhao, Jun Gao et al. · Briefings in Bioinformatics · 2023 · 99 citations · Full text

, , +16

MHCLMDA: multihypergraph contrastive learning for miRNA–disease association prediction

Wei Peng, Zhichen He, Wei Dai et al. · Briefings in Bioinformatics · 2023 · 52 citations · Full text

, , +17

1–5 of 19

Authors

93

  1. WP
    Wei Peng

    Kunming University of Science and Technology, China

    2 publications · 66 citations

    2

    h-index

  2. HS
    Hong‐Bin Shen

    Shanghai Jiao Tong University, China

    2 publications · 44 citations

    2

    h-index

  3. WD
    Wei Dai

    Kunming University of Science and Technology, China

    2 publications · 66 citations

    2

    h-index

  4. DY
    Dong‐Jun Yu

    Nanjing University of Science and Technology, China

    2 publications · 44 citations

    2

    h-index

  5. HC
    Hui Cui

    La Trobe University, Australia

    1 publications · 19 citations

    1

    h-index

1–5 of 93

Institutions

43

  1. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    4 publications

    88 citations

  2. Hunan University

    Changsha, China

    2 h-index

    5 publications

    656 citations

  3. Nanjing University of Science and Technology

    Nanjing, China

    2 h-index

    7 publications

    144 citations

  4. Kunming University of Science and Technology

    Kunming, China

    2 h-index

    8 publications

    226 citations

  5. University of Science and Technology of China

    Hefei, China

    1 h-index

    1 publications

    99 citations

  6. Jilin University

    Changchun, China

    1 h-index

    2 publications

    198 citations

  7. National University of Defense Technology

    Changsha, China

    1 h-index

    1 publications

    991 citations

  8. Boston University

    Boston, United States

    1 h-index

    1 publications

    18 citations

1–8 of 43

Venues

  1. Briefings in Bioinformatics

    8 publications · 467 citations

    8

    h-index

  2. BMC Bioinformatics

    1 publications · 44 citations

    1

    h-index

  3. Information Sciences

    1 publications · 18 citations

    1

    h-index

  4. 1

    h-index

  5. Computer Vision and Image Understanding

    CVIU · 1 publications · 46 citations

    1

    h-index

1–5