Concepedia

Similarity-based Forecasting

Similarity-Based Forecasting is a demand forecasting method that leverages historical data from analogous products or markets to predict new product demand by identifying and exploiting patterns of similarity in their performance trajectories.

49

Publications

2K

Citations

152

Authors

83

Institutions

Publications per year

2017–2026

29

Variants

Similarity-based Demand Forecasting

Parents

Publications

49

Energy Time Series Forecasting Based on Pattern Sequence Similarity

Francisco Martínez‐Álvarez, Alicia Troncoso, José C. Riquelme et al. · IEEE Transactions on Knowledge and Data Engineering · 2010 · 270 citations

, , +11

Fuzzy time series forecasting based on fuzzy logical relationships and similarity measures

Shou-Hsiung Cheng, Shyi‐Ming Chen, Wen‐Shan Jian · Information Sciences · 2015 · 219 citations

, , +12

Fuzzy forecasting based on two-factors second-order fuzzy-trend logical relationship groups, similarity measures and PSO techniques

Shyi‐Ming Chen, Wen‐Shan Jian · Information Sciences · 2016 · 128 citations

, , +11

Predicting Product Purchase from Inferred Customer Similarity: An Autologistic Model Approach

Sangkil Moon, Gary J. Russell · Management Science · 2008 · 97 citations

, , +13

Accurate Retail Testing of Fashion Merchandise: Methodology and Application

Marshall L. Fisher, Kumar Rajaram · Marketing Science · 2000 · 84 citations

, , +16

1–5 of 49

Authors

152

  1. FM
    Francisco Martínez‐Álvarez

    Universidad Pablo de Olavide, Spain

    4 publications · 394 citations

    4

    h-index

  2. AT
    Alicia Troncoso

    Universidad Pablo de Olavide, Spain

    3 publications · 369 citations

    3

    h-index

  3. SC
    Shyi‐Ming Chen

    National Taiwan University of Science and Technology, Taiwan

    3 publications · 358 citations

    3

    h-index

  4. WJ
    Wen‐Shan Jian

    Taipei Medical University, Taiwan

    3 publications · 358 citations

    3

    h-index

  5. SC
    Shou-Hsiung Cheng

    Chienkuo Technology University, Taiwan

    2 publications · 230 citations

    2

    h-index

1–5 of 152

Institutions

83

  1. Universidad Pablo de Olavide

    Seville, Spain

    4 h-index

    11 publications

    1.2K citations

  2. National Taiwan University of Science and Technology

    Taipei, Taiwan

    3 h-index

    6 publications

    716 citations

  3. University of Maryland, College Park

    College Park, United States

    3 h-index

    8 publications

    389 citations

  4. Southwest University

    Chongqing, China

    3 h-index

    4 publications

    154 citations

  5. Chienkuo Technology University

    Changhua, Taiwan

    2 h-index

    2 publications

    230 citations

  6. University of California, Berkeley

    Berkeley, United States

    2 h-index

    2 publications

    61 citations

  7. Hunan University

    Changsha, China

    2 h-index

    7 publications

    107 citations

  8. Chongqing University

    Chongqing, China

    2 h-index

    3 publications

    59 citations

1–8 of 83

Venues

  1. IEEE Access

    5 publications · 164 citations

    5

    h-index

  2. Information Sciences

    3 publications · 397 citations

    3

    h-index

  3. Energies

    3 publications · 51 citations

    3

    h-index

  4. Expert Systems with Applications

    2 publications · 87 citations

    2

    h-index

  5. Eastern-European Journal of Enterprise Technologies

    EEJET · 2 publications · 62 citations

    2

    h-index

1–5