Concepedia

Cross-platform Predictive Modeling

Cross-Platform Predictive Modeling is a computational framework that integrates and analyzes behavioral, contextual, and temporal data across multiple digital platforms to generate anticipatory insights about user actions, preferences, or system dynamics by leveraging machine learning algorithms trained on harmonized cross-environmental datasets.

7

Publications

269

Citations

30

Authors

12

Institutions

Publications per year

2017–2026

6

Parents

Publications

7

Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds

Meng Jiang, Peng Cui, Nicholas Jing Yuan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 62 citations · Full text

, , +13

Transferring Performance Prediction Models Across Different Hardware Platforms

Pavel Valov, Jean-Christophe Petkovich, Jianmei Guo et al. · 2017 · 58 citations

, , +15

Data integration by multi-tuning parameter elastic net regression

Gangning Liang, Kimberly D. Siegmund, Juan Pablo Lewinger · BMC Bioinformatics · 2018 · 44 citations · Full text

, , +17

FedCTR: Federated Native Ad CTR Prediction with Cross-platform User Behavior Data

Chuhan Wu, Fangzhao Wu, Lingjuan Lyu et al. · ACM Transactions on Intelligent Systems and Technology · 2022 · 40 citations

, , +17

Collaborative learning between cloud and end devices

Yan Lu, Yuanchao Shu, Xu Tan et al. · 2019 · 33 citations

, , +14

1–5 of 7

Authors

30

  1. XX
    Xing Xie

    Microsoft Research Asia (China), China

    2 publications · 102 citations

    2

    h-index

  2. MZ
    Mengyu Zhou

    Guangxi Medical University, China

    1 publications · 33 citations

    1

    h-index

  3. YS
    Yuanchao Shu

    Zhejiang University, China

    1 publications · 33 citations

    1

    h-index

  4. NH
    Neda Hajiakhoond Bidoki

    University of Central Florida, United States

    1 publications · 12 citations

    1

    h-index

  5. GL
    Gangning Liang

    University of Southern California, United States

    1 publications · 44 citations

    1

    h-index

1–5 of 30

Institutions

12

  1. Tsinghua University

    Beijing, China

    3 h-index

    6 publications

    299 citations

  2. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    4 publications

    204 citations

  3. Keck Hospital of USC

    Los Angeles, United States

    1 h-index

    3 publications

    132 citations

  4. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    1 h-index

    5 publications

    165 citations

  5. University of Waterloo

    Waterloo, Canada

    1 h-index

    4 publications

    232 citations

  6. The University of Texas at Austin

    Austin, United States

    1 h-index

    3 publications

    60 citations

  7. Microsoft (United States)

    Redmond, United States

    1 h-index

    1 publications

    33 citations

  8. New York University

    New York, United States

    1 h-index

    1 publications

    33 citations

1–8 of 12

Venues

  1. Information

    1 publications · 12 citations

    1

    h-index

  2. International Journal of Parallel Programming

    1 publications · 20 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 62 citations

    1

    h-index

  4. BMC Bioinformatics

    1 publications · 44 citations

    1

    h-index

  5. ACM Transactions on Intelligent Systems and Technology

    TIST · 1 publications · 40 citations

    1

    h-index

1–5