Concepedia

Multiview Fusion

Multiview Fusion is a data integration methodology that combines complementary information from multiple distinct but related data views or modalities into a unified representation to enhance learning performance.

325

Publications

22.8K

Citations

1.4K

Authors

457

Institutions

Publications per year

2017–2026

229

Parents

Publications

325

GMC: Graph-Based Multi-View Clustering

Hao Wang, Yan Yang, Bing Liu · IEEE Transactions on Knowledge and Data Engineering · 2019 · 895 citations

, , +13

A survey of multi-view machine learning

Shiliang Sun · Neural Computing and Applications · 2013 · 878 citations

, , +11

A Co-training Approach for Multi-view Spectral Clustering

Abhishek Kumar, Hal Daumé · International Conference on Machine Learning · 2011 · 688 citations

, , +14

Multi-View Discriminant Analysis

Meina Kan, Shiguang Shan, Haihong Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 596 citations

, , +14

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method

Xuelong Li, Han Zhang, Rong Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 455 citations

, , +14

1–5 of 325

Authors

1.4K

  1. XL
    Xinwang Liu

    National University of Defense Technology, China

    18 publications · 1.6K citations

    16

    h-index

  2. EZ
    En Zhu

    National University of Defense Technology, China

    15 publications · 1.1K citations

    15

    h-index

  3. SW
    Siwei Wang

    National University of Defense Technology, China

    10 publications · 726 citations

    10

    h-index

  4. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    10 publications · 1.3K citations

    9

    h-index

  5. CT
    Chang Tang

    China University of Geosciences, China

    7 publications · 858 citations

    7

    h-index

1–5 of 1.4K

Institutions

457

  1. National University of Defense Technology

    Changsha, China

    19 h-index

    104 publications

    7.9K citations

  2. Harbin Institute of Technology

    Harbin, China

    16 h-index

    43 publications

    2.3K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    14 h-index

    66 publications

    6.6K citations

  4. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    26 publications

    3.9K citations

  5. Tianjin University

    Tianjin, China

    12 h-index

    33 publications

    2.4K citations

  6. Northwestern Polytechnical University

    Xi'an, China

    11 h-index

    35 publications

    4.9K citations

  7. Xidian University

    Xi'an, China

    9 h-index

    34 publications

    2.9K citations

  8. Tsinghua University

    Beijing, China

    8 h-index

    15 publications

    1.1K citations

1–8 of 457

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 15 publications · 826 citations

    15

    h-index

  2. Information Fusion

    14 publications · 943 citations

    14

    h-index

  3. IEEE Transactions on Image Processing

    10 publications · 716 citations

    10

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 9 publications · 1.7K citations

    9

    h-index

  5. IEEE Transactions on Multimedia

    9 publications · 482 citations

    9

    h-index

1–5