Concepedia

Demand Prediction

Demand Prediction is a computational method that distinguishes itself by forecasting future resource requirements in elastic systems based on historical and contextual data to enable proactive scaling decisions.

727

Publications

34.6K

Citations

2.2K

Authors

829

Institutions

Publications per year

2017–2026

502

Parents

Publications

727

Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

Huaxiu Yao, Fei Wu, Jintao Ke et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.1K citations · Full text

, , +16

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

Huaxiu Yao, Xianfeng Tang, Hua Wei et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 770 citations · Full text

, , +16

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

Kris Ferreira, Bin Hong Alex Lee, David Simchi‐Levi · Manufacturing & Service Operations Management · 2015 · 554 citations · Full text

, , +17

An optimized model using LSTM network for demand forecasting

Hossein Abbasimehr, Mostafa Shabani, Mohsen Yousefi · Computers & Industrial Engineering · 2020 · 526 citations

, , +13

A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings

Luís Hernández-Callejo, Carlos Baladrón, Javier M. Aguiar et al. · IEEE Communications Surveys & Tutorials · 2014 · 499 citations · Full text

, , +14

1–5 of 727

Authors

2.2K

  1. LY
    Lina Yao

    UNSW Sydney, Australia

    9 publications · 533 citations

    9

    h-index

  2. LS
    Leilei Sun

    Beihang University, China

    8 publications · 818 citations

    9

    h-index

  3. HX
    Hui Xiong

    Rutgers, The State University of New Jersey, United States

    9 publications · 838 citations

    9

    h-index

  4. LB
    Lei Bai

    Shanghai Artificial Intelligence Laboratory

    7 publications · 505 citations

    7

    h-index

  5. HY
    Huaxiu Yao

    Pennsylvania State University, United States

    6 publications · 2.3K citations

    6

    h-index

1–5 of 2.2K

Institutions

829

  1. Tongji University

    Shanghai, China

    13 h-index

    30 publications

    891 citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    13 h-index

    25 publications

    1.4K citations

  3. Tsinghua University

    Beijing, China

    12 h-index

    31 publications

    1.5K citations

  4. UNSW Sydney

    Sydney, Australia

    12 h-index

    35 publications

    1.9K citations

  5. Beihang University

    Beijing, China

    11 h-index

    26 publications

    2.6K citations

  6. Southeast University

    Nanjing, China

    11 h-index

    27 publications

    682 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    11 h-index

    25 publications

    1.7K citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    11 h-index

    17 publications

    2.5K citations

1–8 of 829

Venues

  1. 18

    h-index

  2. Sustainability

    15 publications · 437 citations

    14

    h-index

  3. IEEE Access

    13 publications · 403 citations

    13

    h-index

  4. Applied Sciences

    11 publications · 449 citations

    12

    h-index

  5. Energies

    11 publications · 267 citations

    12

    h-index

1–5