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Research article

First published 2026-2

Forecasting the total building energy based on its architectural features using a combination of CatBoost and meta-heuristic algorithms

Xiaoyu Qu, Ziheng Liu

Energy & Environment

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Research article

First published 2023-01-30

A novel SSA-CatBoost machine learning model for credit rating

Ruicheng Yang, Pucong Wang, Ji Qi

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2026-3

Effects of IVIS touchscreen operation tasks on driver’s mental workload based on explainable CatBoost algorithm

Tianzheng Wei, Ziming Jin, Tong Zhu [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2023-04-03

A classification framework using filter–wrapper based feature selection approach for the diagnosis of congenital heart failure

K.S. Navin, H. Khanna Nehemiah, Y. Nancy Jane [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-1

Analyzing the Determinants of U.S. Residential Energy Usage and Spending: A Machine Learning Approach

Benaissa Chidmi, Youssef Ettoumi, Emad S. Aljohani

The Energy Journal

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Research article

First published 2025-5

Analyzing of financial market and estimate future prices: A case study of the google stock

Xiaochan Lin

Intelligent Decision Technologies

Open access

Research article

First published 2020-3

Streamlining the KOOS Activities of Daily Living Subscale Using Machine Learning

Ashim Gupta, Ajish S.R. Potty, Deepak Ganta [...]

Orthopaedic Journal of Sports Medicine

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Research article

First published 2025-3

A novel procedure for cable damage identification of cable-stayed bridge using particle swarm optimization and machine learning

Van-Thanh Pham, Duc-Kien Thai, Seung-Eock Kim

Structural Health Monitoring

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Research article

First published 2023-10

Machine-Learning-Based Framework for Prediction of the Long-Term Field Performance of Asphalt Concrete Overlays in a Hot and Humid Climate

Elise Mansour, Momen R. Mousa, Heena Dhasmana [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2025-8

Friction torque prediction of tapered roller bearings under different assembly conditions based on XGBoost and SHAP

Guangjun Feng, Yunqing Zhang, Jinbao Zhang

Advances in Mechanical Engineering

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