Concepedia

Machine Learning Forecast-based Replenishment

Machine Learning Forecast-Based Replenishment is a replenishment methodology that leverages machine learning algorithms to generate demand forecasts and dynamically optimize inventory restocking decisions in response to predicted future demand patterns.

10

Publications

375

Citations

38

Authors

24

Institutions

Publications per year

2017–2026

7

Parents

Publications

10

How to use no-code artificial intelligence to predict and minimize the inventory distortions for resilient supply chains

Sunil Kumar Jauhar, Shashank Mayurkumar Jani, Sachin Kamble et al. · International Journal of Production Research · 2023 · 105 citations

, , +15

Predicting future quantities of obsolete household appliances in Nanjing by a stock-based model

Ling Zhang, Zengwei Yuan, Jun Bi · Resources Conservation and Recycling · 2011 · 61 citations

, , +15

An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management

Charis Ntakolia, Christos Kokkotis, Patrik Karlsson et al. · Sensors · 2021 · 46 citations · Full text

, , +17

From demand forecasting to inventory ordering decisions for red blood cells through integrating machine learning, statistical modeling, and inventory optimization

Na Li, Donald M. Arnold, Douglas G. Down et al. · Transfusion · 2021 · 40 citations

, , +17

AI-driven demand forecasting: Enhancing inventory management and customer satisfaction

Olamide Raimat Amosu, Praveen Kumar, Yewande Mariam Ogunsuji et al. · World Journal of Advanced Research and Reviews · 2024 · 38 citations · Full text

, , +15

1–5 of 10

Authors

38

  1. VK
    Vinod Kumar Mishra

    Madan Mohan Malaviya University of Technology, India

    2 publications · 44 citations

    2

    h-index

  2. RS
    Ranu Singh

    Madan Mohan Malaviya University of Technology, India

    2 publications · 44 citations

    2

    h-index

  3. FC
    Fei Chiang

    McMaster University, Canada

    1 publications · 40 citations

    1

    h-index

  4. JT
    John T. Blake

    Dalhousie University, Canada

    1 publications · 40 citations

    1

    h-index

  5. CK
    C.K. Kwong

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 31 citations

    1

    h-index

1–5 of 38

Institutions

24

  1. Madan Mohan Malaviya University of Technology

    Gorakhpur, India

    2 h-index

    4 publications

    88 citations

  2. Lincoln University College

    Petaling Jaya, Malaysia

    1 h-index

    1 publications

    11 citations

  3. Gujarat University

    Ahmedabad, India

    1 h-index

    1 publications

    105 citations

  4. Banaras Hindu University

    Varanasi, India

    1 h-index

    1 publications

    105 citations

  5. McMaster University

    Hamilton, Canada

    1 h-index

    6 publications

    240 citations

  6. Rajasthan Technical University

    Kota, India

    1 h-index

    4 publications

    44 citations

  7. National Technical University of Athens

    Athens, Greece

    1 h-index

    1 publications

    46 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    3 publications

    93 citations

1–8 of 24

Venues

  1. Materials Today Proceedings

    1 publications · 11 citations

    1

    h-index

  2. Neurocomputing

    1 publications · 31 citations

    1

    h-index

  3. Annals of Operations Research

    1 publications · 26 citations

    1

    h-index

  4. Journal of the Operational Research Society

    OR · 1 publications · 18 citations

    1

    h-index

  5. International Journal of Production Research

    1 publications · 105 citations

    1

    h-index

1–5