Concepedia

Ensemble Matrix Factorization

Ensemble Matrix Factorization is a matrix factorization framework that integrates multiple constituent factorization models to improve predictive accuracy and robustness by leveraging diversity among individual models through ensemble learning principles.

22

Publications

1.2K

Citations

71

Authors

43

Institutions

Publications per year

2017–2026

10

Parents

Publications

22

Ensemble of decision tree reveals potential miRNA-disease associations

Xing Chen, Chi-Chi Zhu, Jun Yin · PLoS Computational Biology · 2019 · 210 citations · Full text

, , +15

Cluster ensembles: A survey of approaches with recent extensions and applications

Tossapon Boongoen, Natthakan Iam-On · Computer Science Review · 2018 · 173 citations

, , +14

An Effective Scheme for QoS Estimation via Alternating Direction Method-Based Matrix Factorization

Xin Luo, MengChu Zhou, Zidong Wang et al. · IEEE Transactions on Services Computing · 2016 · 129 citations

, , +8

Collaborative prediction using ensembles of Maximum Margin Matrix Factorizations

Dennis DeCoste · 2006 · 99 citations

, , +12

Ensemble non-negative matrix factorization methods for clustering protein–protein interactions

Derek Greene, Gerard Cagney, Nevan J. Krogan et al. · Bioinformatics · 2008 · 94 citations · Full text

, , +10

1–5 of 22

Authors

71

  1. NI
    Natthakan Iam-On

    Mae Fah Luang University, Thailand

    2 publications · 210 citations

    2

    h-index

  2. DG
    Derek Greene

    University College Dublin, Ireland

    2 publications · 108 citations

    2

    h-index

  3. TB
    Tossapon Boongoen

    Mae Fah Luang University, Thailand

    2 publications · 210 citations

    2

    h-index

  4. BL
    Bin Liu

    Aristotle University of Thessaloniki, Greece

    1 publications · 19 citations

    1

    h-index

  5. GA
    Georg A. Gottwald

    The University of Sydney, Australia

    1 publications · 23 citations

    1

    h-index

1–5 of 71

Institutions

43

  1. Mae Fah Luang University

    Chiang Rai, Thailand

    2 h-index

    3 publications

    383 citations

  2. Institute for Infocomm Research

    Singapore, Singapore

    2 h-index

    6 publications

    72 citations

  3. Agency for Science, Technology and Research

    Singapore, Singapore

    2 h-index

    6 publications

    72 citations

  4. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    2 publications

    24 citations

  5. Qingdao Institute of Bioenergy and Bioprocess Technology

    Qingdao, China

    2 h-index

    4 publications

    48 citations

  6. University of California, San Francisco

    San Francisco, United States

    1 h-index

    4 publications

    376 citations

  7. Yangzhou University

    Yangzhou, China

    1 h-index

    4 publications

    68 citations

  8. Brunel University of London

    London, United Kingdom

    1 h-index

    1 publications

    129 citations

1–8 of 43

Venues

  1. Infrared Physics & Technology

    1 publications · 19 citations

    1

    h-index

  2. BMC Systems Biology

    1 publications · 10 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 36 citations

    1

    h-index

  4. Briefings in Bioinformatics

    1 publications · 19 citations

    1

    h-index

  5. PLoS Computational Biology

    1 publications · 210 citations

    1

    h-index

1–5