Concepedia

Feature-based Forecasting

Feature-Based Forecasting is a short-range forecasting method that leverages identifiable spatiotemporal patterns or diagnostic variables—rather than raw data or black-box representations—as the primary inputs to predict imminent atmospheric or environmental changes.

344

Publications

16.1K

Citations

1.2K

Authors

469

Institutions

Publications per year

2017–2026

265

Parents

Publications

344

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

Seçkin Karasu, Aytaç Altan, Stelios Bekiros et al. · Energy · 2020 · 477 citations · Full text

, , +17

A data-driven multi-model methodology with deep feature selection for short-term wind forecasting

Cong Feng, Mingjian Cui, Bri‐Mathias Hodge et al. · Applied Energy · 2017 · 316 citations · Full text

, , +16

FFORMA: Feature-based forecast model averaging

Pablo Montero‐Manso, George Athanasopoulos, Rob J. Hyndman et al. · International Journal of Forecasting · 2019 · 298 citations

, , +12

A New Feature Selection Technique for Load and Price Forecast of Electrical Power Systems

Oveis Abedinia, Nima Amjady, Hamidreza Zareipour · IEEE Transactions on Power Systems · 2016 · 274 citations

, , +15

Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process

Kyung Keun Yun, Sang Won Yoon, Daehan Won · Expert Systems with Applications · 2021 · 273 citations

, , +16

1–5 of 344

Authors

1.2K

  1. JW
    Jianzhou Wang

    Dongbei University of Finance and Economics, China

    5 publications · 293 citations

    5

    h-index

  2. NG
    Noradin Ghadimi

    Islamic Azad University Ardabil, Iran

    4 publications · 566 citations

    4

    h-index

  3. JW
    Jujie Wang

    Nanjing University of Information Science and Technology, China

    4 publications · 278 citations

    4

    h-index

  4. NA
    Nima Amjady

    Semnan University, Iran

    4 publications · 560 citations

    4

    h-index

  5. ZM
    Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

    Ton Duc Thang University, Vietnam

    4 publications · 157 citations

    4

    h-index

1–5 of 1.2K

Institutions

469

  1. North China Electric Power University

    Beijing, China

    10 h-index

    39 publications

    2.5K citations

  2. Nanjing University of Information Science and Technology

    Nanjing, China

    8 h-index

    26 publications

    1.3K citations

  3. Dongbei University of Finance and Economics

    Dalian, China

    7 h-index

    21 publications

    1.4K citations

  4. Lanzhou University

    Lanzhou, China

    5 h-index

    10 publications

    189 citations

  5. Islamic Azad University Ardabil

    Ardabil, Iran

    5 h-index

    8 publications

    1.1K citations

  6. Southeast University

    Nanjing, China

    5 h-index

    17 publications

    1.4K citations

  7. Central South University

    Changsha, China

    5 h-index

    16 publications

    892 citations

  8. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    9 publications

    631 citations

1–8 of 469

Venues

  1. IEEE Access

    17 publications · 758 citations

    14

    h-index

  2. Expert Systems with Applications

    13 publications · 1.3K citations

    13

    h-index

  3. Energies

    12 publications · 475 citations

    12

    h-index

  4. Energy

    9 publications · 1K citations

    8

    h-index

  5. International Journal of Forecasting

    7 publications · 525 citations

    7

    h-index

1–5