Search results: Sage Journals

Restricted accessResearch articleFirst published March, 2012

A design heuristic for hybrid classification ensembles in machine learning

Dustin Baumgartner, Gursel Serpen

Intelligent Data Analysis: An International Journal

Open accessResearch articleFirst published 2025

Ensemble Machine Learning Classifiers Combining CT Radiomics and Clinical-Radiological Features for Preoperative Prediction of Pathological Invasiveness in Lung Adenocarcinoma Presenting as Part-Solid Nodules: A Multicenter Retrospective Study

Yunhua Li, Jianbang Ding, Kun Wu [...]

Technology in Cancer Research & Treatment

Restricted accessResearch articleFirst published November, 2021

Machine–Deep–Ensemble Learning Model for Classifying Cybersickness Caused by Virtual Reality Immersion

SeungJun Oh, Dong-Keun Kim

Cyberpsychology,Behavior,and Social Networking

Restricted accessResearch articleFirst published January 30, 2017

Paired feature multilayer ensemble – concept and evaluation of a classifier

Paweł Ksieniewicz, Manuel Graña, Michał Woźniak

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

Restricted accessResearch articleFirst published March 2, 2021

An intelligent flow-based and signature-based IDS for SDNs using ensemble feature selection and a multi-layer machine learning-based classifier

K. Muthamil Sudar, P. Deepalakshmi

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

Free accessResearch articleFirst published March, 2013

On optimal settings of classification tree ensembles for medical decision support

Mateusz Budnik, Bartosz Krawczyk

Health Informatics Journal

Restricted accessResearch articleFirst published November, 2024

Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Frederick Chung, Andy Doyle, Ernay Robinson [...]

Transportation Research Record: Journal of the Transportation Research Board

Open accessResearch articleFirst published January, 2026

Enhanced threat detection in health care systems with random coupled bootstrapped ensemble classifier

Mohammad Alhefdi, Yosuef Alotaibi, Paul Rodrigues [...]

Health Informatics Journal

Restricted accessResearch articleFirst published December, 2025

RETRACTED: Remote sensing-based scene classification by feature fusion and extraction with ensemble classifier employing machine learning approaches

A. Arulmurugan, R. Kaviarasan, Parimala Garnepudi [...]

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

Restricted accessResearch articleFirst published May, 2012

Hybrid random subsample classifier ensemble for high dimensional data sets

Santhosh Pathical, Gursel Serpen

International Journal of Hybrid Intelligent Systems

Restricted accessResearch articleFirst published March, 2012

A design heuristic for hybrid classification ensembles in machine learning

Dustin Baumgartner, Gursel Serpen

Intelligent Data Analysis: An International Journal

Open accessResearch articleFirst published 2025

Ensemble Machine Learning Classifiers Combining CT Radiomics and Clinical-Radiological Features for Preoperative Prediction of Pathological Invasiveness in Lung Adenocarcinoma Presenting as Part-Solid Nodules: A Multicenter Retrospective Study

Yunhua Li, Jianbang Ding, Kun Wu [...]

Technology in Cancer Research & Treatment

Restricted accessResearch articleFirst published November, 2021

Machine–Deep–Ensemble Learning Model for Classifying Cybersickness Caused by Virtual Reality Immersion

SeungJun Oh, Dong-Keun Kim

Cyberpsychology,Behavior,and Social Networking

Restricted accessResearch articleFirst published January 30, 2017

Paired feature multilayer ensemble – concept and evaluation of a classifier

Paweł Ksieniewicz, Manuel Graña, Michał Woźniak

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

Restricted accessResearch articleFirst published March 2, 2021

An intelligent flow-based and signature-based IDS for SDNs using ensemble feature selection and a multi-layer machine learning-based classifier

K. Muthamil Sudar, P. Deepalakshmi

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

Free accessResearch articleFirst published March, 2013

On optimal settings of classification tree ensembles for medical decision support

Mateusz Budnik, Bartosz Krawczyk

Health Informatics Journal

Restricted accessResearch articleFirst published November, 2024

Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Frederick Chung, Andy Doyle, Ernay Robinson [...]

Transportation Research Record: Journal of the Transportation Research Board

Open accessResearch articleFirst published January, 2026

Enhanced threat detection in health care systems with random coupled bootstrapped ensemble classifier

Mohammad Alhefdi, Yosuef Alotaibi, Paul Rodrigues [...]

Health Informatics Journal

Restricted accessResearch articleFirst published December, 2025

RETRACTED: Remote sensing-based scene classification by feature fusion and extraction with ensemble classifier employing machine learning approaches

A. Arulmurugan, R. Kaviarasan, Parimala Garnepudi [...]

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

Restricted accessResearch articleFirst published May, 2012

Hybrid random subsample classifier ensemble for high dimensional data sets

Santhosh Pathical, Gursel Serpen

International Journal of Hybrid Intelligent Systems