Concepedia

Feature Engineering For Forecasting

Feature Engineering for Forecasting is a methodological process in predictive analytics that involves the systematic creation, transformation, and selection of input variables from raw data to enhance the accuracy and efficiency of forecasting models within domains such as Cloud Forecasting and Short-Term Revenue Forecasting.

130

Publications

7.2K

Citations

441

Authors

219

Institutions

Publications per year

2017–2026

99

Parents

Publications

130

Deep learning-based feature engineering for stock price movement prediction

Wen Long, Zhichen Lu, Ling-Xiao Cui · Knowledge-Based Systems · 2018 · 479 citations

, , +14

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

Short-term stock market price trend prediction using a comprehensive deep learning system

Jingyi Shen, M. Omair Shafiq · Journal Of Big Data · 2020 · 370 citations · Full text

, , +17

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 130

Authors

441

  1. MZ
    Marwin Züfle

    University of Würzburg, Germany

    2 publications · 44 citations

    2

    h-index

  2. NM
    Noura Metawa

    Mansoura University, Egypt

    2 publications · 38 citations

    2

    h-index

  3. SK
    Samuel Kounev

    University of Würzburg, Germany

    2 publications · 44 citations

    2

    h-index

  4. NH
    Nikolas Herbst

    University of Würzburg, Germany

    2 publications · 44 citations

    2

    h-index

  5. MZ
    M. Zulfiqar

    University of Engineering and Technology Lahore, Pakistan

    2 publications · 106 citations

    2

    h-index

1–5 of 441

Institutions

219

  1. University of Engineering and Technology Lahore

    Lahore, Pakistan

    4 h-index

    7 publications

    317 citations

  2. COMSATS University Islamabad

    Islamabad, Pakistan

    4 h-index

    6 publications

    182 citations

  3. Texas A&M University

    College Station, United States

    3 h-index

    5 publications

    142 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    1.5K citations

  5. American University in the Emirates

    Dubai, United Arab Emirates

    2 h-index

    3 publications

    63 citations

  6. The University of Queensland

    Brisbane, Australia

    2 h-index

    4 publications

    56 citations

  7. Semnan University

    Semnan, Iran

    2 h-index

    4 publications

    650 citations

  8. Universidad de Alcalá

    Alcalá de Henares, Spain

    2 h-index

    2 publications

    106 citations

1–8 of 219

Venues

  1. Expert Systems with Applications

    9 publications · 895 citations

    9

    h-index

  2. IEEE Access

    6 publications · 258 citations

    6

    h-index

  3. International Journal of Forecasting

    4 publications · 183 citations

    4

    h-index

  4. Neural Computing and Applications

    4 publications · 237 citations

    4

    h-index

  5. Energies

    3 publications · 81 citations

    3

    h-index

1–5