Search results: Sage Journals

Restricted accessResearch articleFirst published January, 2023

Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine

Jovial Niyogisubizo, Lyuchao Liao, Fumin Zou [...]

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published August, 2023

A Graph Representation Approach Based on Light Gradient Boosting Machine for Predicting Drug–Disease Associations

Ying Wang, Jin-xing Liu, Juan Wang [...]

Journal of Computational Biology

Restricted accessResearch articleFirst published September, 2023

Prediction interval estimation of sinter drum index based on light gradient boosting machine and kernel density estimation

Guanglei Xia, Zhaoxia Wu, Mengyuan Liu [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Restricted accessResearch articleFirst published 2026

Prediction of Pavement Skid Resistance by Integrating Skid-Resistance Contribution Zone and Light Gradient Boosting Machine Framework

Can Chen, Siyu Chen, Tao Ma [...]

Transportation Research Record: Journal of the Transportation Research Board

Open accessResearch articleFirst published 2026

Associations of blood cell indices with the risk of ankylosing spondylitis: A retrospective case-control and machine learning modeling study

Rongqing He, Kechang He, Xiaopeng Qin [...]

Sage Open Medicine

Restricted accessResearch articleFirst published October, 2023

An approach for analyzing urban carbon emissions using machine learning models

Peidao Gao, Chaoyong Zhu, Yang Zhang [...]

Indoor and Built Environment

Restricted accessResearch articleFirst published August, 2025

Light gradient-boosting machine model provides biologically realistic predictions of southern pine wood extractives content using near infrared spectroscopy hyperspectral imaging compared to artificial neural network and partial least squares regression models

Sameen Raut, Joseph Dahlen, Thomas L. Eberhardt [...]

Journal of Near Infrared Spectroscopy

Restricted accessResearch articleFirst published December, 2022

Predicting wind power generation using machine learning and CNN-LSTM approaches

Seyed Matin Malakouti, Amir Rikhtehgar Ghiasi, Amir Aminzadeh Ghavifekr [...]

Wind Engineering

Open accessResearch articleFirst published July, 2025

Comparative Analysis of 3 Machine Learning Methods for Identifying Minimal Predictors of Patellofemoral Instability Risk Factors

Hyuck Min Kwon, Ji-Hoon Nam, Yong-Gon Koh [...]

Orthopaedic Journal of Sports Medicine

Restricted accessResearch articleFirst published March, 2025

Natural disaster prediction optimized light gradient boosting enabled hybrid convolutional neural network and bidirectional long short-term memory

Kalyani H. Deshmukh, Gajendra R. Bamnote

Intelligent Decision Technologies

Restricted accessResearch articleFirst published January, 2023

Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine

Jovial Niyogisubizo, Lyuchao Liao, Fumin Zou [...]

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published August, 2023

A Graph Representation Approach Based on Light Gradient Boosting Machine for Predicting Drug–Disease Associations

Ying Wang, Jin-xing Liu, Juan Wang [...]

Journal of Computational Biology

Restricted accessResearch articleFirst published September, 2023

Prediction interval estimation of sinter drum index based on light gradient boosting machine and kernel density estimation

Guanglei Xia, Zhaoxia Wu, Mengyuan Liu [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Restricted accessResearch articleFirst published 2026

Prediction of Pavement Skid Resistance by Integrating Skid-Resistance Contribution Zone and Light Gradient Boosting Machine Framework

Can Chen, Siyu Chen, Tao Ma [...]

Transportation Research Record: Journal of the Transportation Research Board

Open accessResearch articleFirst published 2026

Associations of blood cell indices with the risk of ankylosing spondylitis: A retrospective case-control and machine learning modeling study

Rongqing He, Kechang He, Xiaopeng Qin [...]

Sage Open Medicine

Restricted accessResearch articleFirst published October, 2023

An approach for analyzing urban carbon emissions using machine learning models

Peidao Gao, Chaoyong Zhu, Yang Zhang [...]

Indoor and Built Environment

Restricted accessResearch articleFirst published August, 2025

Light gradient-boosting machine model provides biologically realistic predictions of southern pine wood extractives content using near infrared spectroscopy hyperspectral imaging compared to artificial neural network and partial least squares regression models

Sameen Raut, Joseph Dahlen, Thomas L. Eberhardt [...]

Journal of Near Infrared Spectroscopy

Restricted accessResearch articleFirst published December, 2022

Predicting wind power generation using machine learning and CNN-LSTM approaches

Seyed Matin Malakouti, Amir Rikhtehgar Ghiasi, Amir Aminzadeh Ghavifekr [...]

Wind Engineering

Open accessResearch articleFirst published July, 2025

Comparative Analysis of 3 Machine Learning Methods for Identifying Minimal Predictors of Patellofemoral Instability Risk Factors

Hyuck Min Kwon, Ji-Hoon Nam, Yong-Gon Koh [...]

Orthopaedic Journal of Sports Medicine

Restricted accessResearch articleFirst published March, 2025

Natural disaster prediction optimized light gradient boosting enabled hybrid convolutional neural network and bidirectional long short-term memory

Kalyani H. Deshmukh, Gajendra R. Bamnote

Intelligent Decision Technologies