Sage Journals: Discover world-class research

Retricted access

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

Retricted access

Research article

First published 2025-11

CatBoost-based stacked ensemble model for human activity recognition

Pooja Lalwani, Ganeshan R, Praveen Lalwani

Multiagent and Grid Systems

Retricted access

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

Retricted access

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

Open access

Research article

First published 2024

Predicting High-Grade Patterns in Stage I Solid Lung Adenocarcinoma: A Study of 371 Patients Using Refined Radiomics and Deep Learning-Guided CatBoost Classifier

Hong Zheng, Wei Chen, Jun Liu [...]

Technology in Cancer Research & Treatment

Retricted access

Research article

First published 2024-7

Analyzing Freeway Safety Influencing Factors Using the CatBoost Model and Interpretable Machine-Learning Framework,SHAP

Jiaqi Li, Xuesong Wang, Xiaohan Yang [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2026

CatBoost Machine Learning Model for Thrombosis Risk Prediction in Critically Ill Cancer Patients: A MIMIC-IV Database Study

Chang Yang, Hongli Ma, Xianzhang Zeng [...]

Clinical and Applied Thrombosis/Hemostasis

Retricted access

Research article

First published 2022-10

A comprehensive country-based day-ahead wind power generation forecast model by coupling numerical weather prediction data and CatBoost with feature selection methods for Turkey

Cem Özen, Ali Deniz

Wind Engineering

Retricted access

Research article

First published 2026

Combining experiments and explainable AI to identify key parameters influencing brake lining tribological performance

Nejah Jemal, Amira Sellami, Zied Hajej [...]

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

Retricted access

Research article

First published 2025-7

Clinical decision system for chronic kidney disease staging using machine learning

E. Chandralekha, T. R. Saravanan, N. Vijayaraj

Technology and Health Care

Search results