Concepedia

Weighted Matrix Factorization

Weighted Matrix Factorization is a matrix factorization method that incorporates observation-specific weights to differentiate the contribution of known entries during model optimization, thereby prioritizing certain implicit feedback signals over others in the factorization process.

70

Publications

6.6K

Citations

214

Authors

113

Institutions

Publications per year

2017–2026

21

Parents

Publications

70

Weighted Nuclear Norm Minimization with Application to Image Denoising

Shuhang Gu, Lei Zhang, Wangmeng Zuo et al. · 2014 · 2.3K citations

, , +15

GeoMF

Defu Lian, Cong Zhao, Xing Xie et al. · 2014 · 608 citations

, , +16

Learning from Incomplete Ratings Using Non-negative Matrix Factorization

Sheng Zhang, Weihong Wang, James Ford et al. · 2006 · 373 citations

, , +11

Collaborative matrix factorization with multiple similarities for predicting drug-target interactions

Xiaodong Zheng, Hao Ding, Hiroshi Mamitsuka et al. · 2013 · 336 citations

, , +14

Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs

Quanquan Gu, Jie Zhou, Chris Ding · 2010 · 242 citations · Full text

, , +12

1–5 of 70

Authors

214

  1. MP
    Matthieu Puigt

    Université du littoral côte d'opale, France

    2 publications · 22 citations

    2

    h-index

  2. HM
    Hiroshi Mamitsuka

    Kyoto University, Japan

    2 publications · 348 citations

    2

    h-index

  3. GD
    Gilles Delmaire

    Université du littoral côte d'opale, France

    2 publications · 22 citations

    2

    h-index

  4. DG
    Dian Gong

    University of Southern California, United States

    2 publications · 57 citations

    2

    h-index

  5. VV
    Vicente Vidal

    Universitat Politècnica de València, Spain

    2 publications · 58 citations

    2

    h-index

1–5 of 214

Institutions

113

  1. Xi'an Jiaotong University

    Xi'an, China

    5 h-index

    16 publications

    801 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    215 citations

  3. Fudan University

    Shanghai, China

    3 h-index

    7 publications

    1.1K citations

  4. National University of San Luis

    San Luis, Argentina

    2 h-index

    2 publications

    58 citations

  5. Zhejiang University

    Hangzhou, China

    2 h-index

    8 publications

    480 citations

  6. Qufu Normal University

    Qufu, China

    2 h-index

    4 publications

    110 citations

  7. Universitat Politècnica de València

    Valencia, Spain

    2 h-index

    5 publications

    129 citations

  8. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    5 publications

    108 citations

1–8 of 113

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 72 citations

    3

    h-index

  2. Ukrainian Mathematical Journal

    2 publications · 37 citations

    2

    h-index

  3. IEEE Transactions on Cybernetics

    2 publications · 41 citations

    2

    h-index

  4. Pattern Recognition Letters

    2 publications · 245 citations

    2

    h-index

  5. IEEE Access

    2 publications · 48 citations

    2

    h-index

1–5