Concepedia

Feature Selection For Forecasting

Feature Selection for Forecasting is a methodological process in demand forecasting systems that identifies and retains the most relevant predictor variables from a larger set of potential inputs to improve forecast accuracy and model efficiency.

657

Publications

37.4K

Citations

2.1K

Authors

832

Institutions

Publications per year

2017–2026

481

Parents

Publications

657

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

Salah Bouktif, Ali Fiaz, Ali Ouni et al. · Energies · 2018 · 902 citations · Full text

, , +16

Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index

Kyoung-jae Kim, Ingoo Han · Expert Systems with Applications · 2000 · 760 citations

, , +16

A Strategy for Short-Term Load Forecasting by Support Vector Regression Machines

Ervin Čeperić, Vladimir Čeperić, Adrijan Barić · IEEE Transactions on Power Systems · 2013 · 485 citations

, , +16

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

Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches

Chih‐Fong Tsai, Yu-Chieh Hsiao · Decision Support Systems · 2010 · 376 citations

, , +12

1–5 of 657

Authors

2.1K

  1. FK
    Farshid Keynia

    Graduate University of Advanced Technology, Iran

    11 publications · 1K citations

    11

    h-index

  2. NA
    Nima Amjady

    Semnan University, Iran

    11 publications · 1.2K citations

    11

    h-index

  3. JW
    Jianzhou Wang

    Dongbei University of Finance and Economics, China

    8 publications · 611 citations

    8

    h-index

  4. NJ
    Nadeem Javaid

    COMSATS University Islamabad, Pakistan

    7 publications · 532 citations

    7

    h-index

  5. NG
    Noradin Ghadimi

    Islamic Azad University Ardabil, Iran

    5 publications · 823 citations

    5

    h-index

1–5 of 2.1K

Institutions

832

  1. North China Electric Power University

    Beijing, China

    15 h-index

    52 publications

    3.2K citations

  2. Huazhong University of Science and Technology

    Wuhan, China

    12 h-index

    41 publications

    3.2K citations

  3. Semnan University

    Semnan, Iran

    11 h-index

    21 publications

    2.4K citations

  4. COMSATS University Islamabad

    Islamabad, Pakistan

    11 h-index

    33 publications

    2.7K citations

  5. Dongbei University of Finance and Economics

    Dalian, China

    11 h-index

    28 publications

    2.6K citations

  6. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    14 publications

    1.3K citations

  7. Islamic Azad University Ardabil

    Ardabil, Iran

    8 h-index

    16 publications

    2.4K citations

  8. University of Tehran

    Tehran, Iran

    7 h-index

    11 publications

    393 citations

1–8 of 832

Venues

  1. Expert Systems with Applications

    36 publications · 4.1K citations

    27

    h-index

  2. IEEE Access

    32 publications · 1.8K citations

    23

    h-index

  3. Energies

    31 publications · 2.4K citations

    22

    h-index

  4. Energy

    16 publications · 2.2K citations

    16

    h-index

  5. Applied Energy

    14 publications · 1.4K citations

    14

    h-index

1–5