Concepedia

Cold Start Prediction

Cold Start Prediction is a computational framework designed to estimate the performance or behavior of a system, model, or process during its initial operational phase when little to no historical data is available, distinguishing it from general predictive methods by specifically addressing the challenges of data scarcity at inception.

95

Publications

4.9K

Citations

365

Authors

125

Institutions

Publications per year

2017–2026

49

Parents

Publications

95

Collaborative filtering and deep learning based recommendation system for cold start items

Wei Jian, Jianhua He, Kai Chen et al. · Expert Systems with Applications · 2016 · 714 citations · Full text

, , +16

GETNext

Song Yang, Jiamou Liu, Kaiqi Zhao · Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · 224 citations · Full text

, , +16

Sequential Recommendation via Stochastic Self-Attention

Ziwei Fan, Zhiwei Liu, Yu Wang et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 184 citations

, , +10

Warm Up Cold-start Advertisements

Feiyang Pan, Shuokai Li, Xiang Ao et al. · 2019 · 167 citations

, , +15

Cold start link prediction

Vincent Leroy, B. Barla Cambazoğlu, Francesco Bonchi · 2010 · 166 citations · Full text

, , +12

1–5 of 95

Authors

365

  1. KJ
    Kui Jiao

    Tianjin University, China

    4 publications · 273 citations

    4

    h-index

  2. AM
    Ahmed Mohmed Dafalla

    Guangzhou Institute of Energy Conversion, China

    4 publications · 152 citations

    4

    h-index

  3. LW
    Lin Wei

    Guangzhou Institute of Energy Conversion, China

    3 publications · 126 citations

    3

    h-index

  4. FJ
    Fangming Jiang

    Guangzhou Institute of Energy Conversion, China

    3 publications · 240 citations

    3

    h-index

  5. SW
    Steven Wooldridge

    Ford Motor Company (United States), United States

    2 publications · 53 citations

    2

    h-index

1–5 of 365

Institutions

125

  1. Tongji University

    Shanghai, China

    4 h-index

    15 publications

    628 citations

  2. Guangzhou Institute of Energy Conversion

    Guangzhou, China

    4 h-index

    13 publications

    507 citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    229 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    5 publications

    1.6K citations

  5. University of Waterloo

    Waterloo, Canada

    2 h-index

    6 publications

    684 citations

  6. Beijing University of Technology

    Beijing, China

    2 h-index

    8 publications

    188 citations

  7. Ford Motor Company (United States)

    Dearborn, United States

    2 h-index

    5 publications

    51 citations

  8. Tsinghua University

    Beijing, China

    2 h-index

    3 publications

    261 citations

1–8 of 125

Venues

  1. 11

    h-index

  2. International Journal of Hydrogen Energy

    8 publications · 412 citations

    8

    h-index

  3. Knowledge-Based Systems

    3 publications · 137 citations

    3

    h-index

  4. IEEE Access

    3 publications · 99 citations

    3

    h-index

  5. Proceedings of the ACM Web Conference 2022

    Conference · 2 publications · 211 citations

    2

    h-index

1–5