Concepedia

Machine Learning Cost Forecasting

Machine Learning Cost Forecasting is a computational forecasting method that leverages machine learning algorithms to predict future costs by identifying complex patterns and relationships in historical and contextual data, distinguishing it from traditional statistical or rule-based cost forecasting approaches through its adaptive, data-driven modeling capabilities.

82

Publications

3.3K

Citations

291

Authors

160

Institutions

Publications per year

2017–2026

71

Parents

Publications

82

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

Mohammad Hossein Rafiei, Hojjat Adeli · Journal of Construction Engineering and Management · 2018 · 261 citations

, , +17

Algorithmic Prediction of Health-Care Costs

Dimitris Bertsimas, Margrét V. Bjarnadóttir, Michael A. C. Kane et al. · Operations Research · 2008 · 206 citations

, , +16

Design and implementation of construction cost prediction model based on SVM and LSSVM in industries 4.0

Miao Fan, Ashutosh Sharma · International Journal of Intelligent Computing and Cybernetics · 2021 · 178 citations

, , +14

Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods

Nooshin Ayoobi, Danial Sharifrazi, Roohallah Alizadehsani et al. · Results in Physics · 2021 · 150 citations · Full text

, , +17

Extreme Gradient Boosting-Based Machine Learning Approach for Green Building Cost Prediction

Odey Alshboul, Ali Shehadeh, Ghassan Almasabha et al. · Sustainability · 2022 · 150 citations · Full text

, , +16

1–5 of 82

Authors

291

  1. AS
    Ali Shehadeh

    Yarmouk University, Jordan

    2 publications · 214 citations

    2

    h-index

  2. RZ
    Rodrigo Zea-Vera

    Baylor College of Medicine, United States

    2 publications · 49 citations

    2

    h-index

  3. TK
    Todd K. Rosengart

    Baylor College of Medicine, United States

    2 publications · 49 citations

    2

    h-index

  4. HG
    Harshvardhan GM

    KIIT University, India

    2 publications · 46 citations

    2

    h-index

  5. FB
    Frank Bodendorf

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

    2 publications · 90 citations

    2

    h-index

1–5 of 291

Institutions

160

  1. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    4 publications

    348 citations

  2. North China Electric Power University

    Beijing, China

    3 h-index

    10 publications

    174 citations

  3. Yarmouk University

    Irbid, Jordan

    2 h-index

    2 publications

    214 citations

  4. University of Bahrain

    Madīnat ‘Īsá, Bahrain

    2 h-index

    3 publications

    93 citations

  5. Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology

    Chennai, India

    2 h-index

    3 publications

    48 citations

  6. Egyptian Petroleum Research Institute

    Cairo, Egypt

    2 h-index

    2 publications

    157 citations

  7. Michael E. DeBakey VA Medical Center

    Houston, United States

    2 h-index

    7 publications

    175 citations

  8. King Khalid University

    Abhā, Saudi Arabia

    2 h-index

    2 publications

    214 citations

1–8 of 160

Venues

  1. Mathematical Problems in Engineering

    MPE · 4 publications · 105 citations

    4

    h-index

  2. Computers & Industrial Engineering

    3 publications · 108 citations

    3

    h-index

  3. Procedia CIRP

    2 publications · 56 citations

    2

    h-index

  4. The Annals of Thoracic Surgery

    ATS · 2 publications · 49 citations

    2

    h-index

  5. 2

    h-index

1–5