Concepedia

Data-driven Fashion Forecasting

Data-Driven Fashion Forecasting is a predictive methodology within fashion trend forecasting that systematically leverages quantitative data from diverse digital sources, distinguished by its reliance on statistical analysis, machine learning algorithms, and real-time consumer behavior patterns to identify and project emerging fashion trends.

44

Publications

2.9K

Citations

101

Authors

54

Institutions

Publications per year

2017–2026

29

Parents

Publications

44

Sales forecasting using extreme learning machine with applications in fashion retailing

Zhan-Li Sun, Tsan‐Ming Choi, Kin-Fan Au et al. · Decision Support Systems · 2008 · 423 citations

, , +12

Big data, knowledge co-creation and decision making in fashion industry

Abhilash Acharya, Sanjay Kumar Singh, Vijay Pereira et al. · International Journal of Information Management · 2018 · 220 citations

, , +16

A hybrid intelligent model for medium-term sales forecasting in fashion retail supply chains using extreme learning machine and harmony search algorithm

Wai Keung Wong, Zhaolu Guo · International Journal of Production Economics · 2010 · 181 citations

, , +17

Fashion Forward: Forecasting Visual Style in Fashion

Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman · 2017 · 168 citations

, , +16

Fashion retail forecasting by evolutionary neural networks

Kin-Fan Au, Tsan‐Ming Choi, Yong Yu · International Journal of Production Economics · 2008 · 153 citations

, , +14

1–5 of 44

Authors

101

  1. TC
    Tsan‐Ming Choi

    Hong Kong Polytechnic University, Hong Kong SAR China

    8 publications · 1.1K citations

    8

    h-index

  2. YY
    Yong Yu

    Kagoshima University, Japan

    6 publications · 908 citations

    6

    h-index

  3. CL
    Chi Leung Hui

    Hong Kong Polytechnic University, Hong Kong SAR China

    4 publications · 332 citations

    4

    h-index

  4. KG
    Kristen Grauman

    The University of Texas at Austin, United States

    3 publications · 208 citations

    3

    h-index

  5. KA
    Kin-Fan Au

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 576 citations

    2

    h-index

1–5 of 101

Institutions

54

  1. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    12 h-index

    30 publications

    4.2K citations

  2. The University of Texas at Austin

    Austin, United States

    3 h-index

    4 publications

    224 citations

  3. National University of Singapore

    Singapore, Singapore

    3 h-index

    9 publications

    425 citations

  4. Soochow University

    Suzhou, China

    2 h-index

    3 publications

    192 citations

  5. École Nationale Supérieure des Arts et Industries Textiles

    Roubaix, France

    2 h-index

    5 publications

    222 citations

  6. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    4 publications

    384 citations

  7. Laboratoire Génie et Matériaux Textiles

    Roubaix, France

    2 h-index

    5 publications

    222 citations

  8. Université Lille Nord de France

    Lille, France

    1 h-index

    3 publications

    108 citations

1–8 of 54

Venues

  1. 3

    h-index

  2. International Journal of Production Economics

    2 publications · 334 citations

    2

    h-index

  3. Decision Support Systems

    2 publications · 567 citations

    2

    h-index

  4. Expert Systems with Applications

    2 publications · 167 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

1–5