Concepedia

Temporal Matrix Factorization

Temporal Matrix Factorization is a matrix factorization method that incorporates temporal dynamics by modeling time-evolving latent factors to capture sequential or time-dependent patterns in data.

49

Publications

2.2K

Citations

175

Authors

93

Institutions

Publications per year

2017–2026

30

Parents

Publications

49

Temporal Link Prediction Using Matrix and Tensor Factorizations

ACM Transactions on Knowledge Discovery from Data · 2011 · 366 citations · Full text

, , +16

Temporal regularized matrix factorization for high-dimensional time series prediction

Hsiang‐Fu Yu, Nikhil Rao, Inderjit S. Dhillon · Neural Information Processing Systems · 2016 · 324 citations

, , +17

Link Prediction on Evolving Data Using Matrix and Tensor Factorizations

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda · 2009 · 156 citations

, , +17

Predicting response in mobile advertising with hierarchical importance-aware factorization machine

Richard J. Oentaryo, Ee‐Peng Lim, Jia-Wei Low et al. · 2014 · 105 citations

, , +15

Temporal people-to-people recommendation on social networks with sentiment-based matrix factorization

Davide Feltoni Gurini, Fabio Gasparetti, Alessandro Micarelli et al. · Future Generation Computer Systems · 2017 · 72 citations · Full text

, , +8

1–5 of 49

Authors

175

  1. UK
    U Kang

    Seoul National University, South Korea

    2 publications · 44 citations

    3

    h-index

  2. NR
    Nikhil Rao

    University of Wisconsin–Madison, United States

    2 publications · 341 citations

    2

    h-index

  3. JJ
    Jun-Gi Jang

    Seoul National University, South Korea

    1 publications · 24 citations

    2

    h-index

  4. IS
    Inderjit S. Dhillon

    The University of Texas at Austin, United States

    2 publications · 341 citations

    2

    h-index

  5. HY
    Hsiang‐Fu Yu

    The University of Texas at Austin, United States

    2 publications · 341 citations

    2

    h-index

1–5 of 175

Institutions

93

  1. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    16 publications

    417 citations

  2. Singapore Management University

    Singapore, Singapore

    3 h-index

    8 publications

    580 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    6 publications

    183 citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    225 citations

  5. Seoul National University

    Seoul, South Korea

    3 h-index

    4 publications

    88 citations

  6. Tianjin University

    Tianjin, China

    2 h-index

    6 publications

    120 citations

  7. Huawei Technologies (China)

    Shenzhen, China

    2 h-index

    5 publications

    62 citations

  8. Sandia National Laboratories

    Albuquerque, United States

    2 h-index

    3 publications

    888 citations

1–8 of 93

Venues

  1. Expert Systems with Applications

    2 publications · 83 citations

    3

    h-index

  2. IEEE Access

    3 publications · 46 citations

    3

    h-index

  3. Neurocomputing

    2 publications · 51 citations

    2

    h-index

  4. 2

    h-index

  5. Information Sciences

    2 publications · 39 citations

    2

    h-index

1–5