Search results: Sage Journals

Open accessResearch articleFirst published 2010

Comparison of Two Output-Coding Strategies for Multi-Class Tumor Classification Using Gene Expression Data and Latent Variable Model as Binary Classifier

Sandeep J. Joseph, Kelly R. Robbins, Wensheng Zhang [...]

Cancer Informatics

Restricted accessResearch articleFirst published February, 2017

An alternative classification to mixture modeling for longitudinal counts or binary measures

Fabien Subtil, Olayidé Boussari, Mathieu Bastard [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published September, 2021

Using a Binary Classification Approach to Assess the Accuracy of Hand Posture and Force Estimation with Machine Learning Models

Mengcheng Wang, Chuan Zhao, Alan Barr [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Open accessResearch articleFirst published 2025

Intratumoral Heterogeneity Scores as Predictors of Invasiveness in Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodules: Insights from Explainable Machine Learning-Based Ternary Classification Models

Wang Peng, Wanyin Qi, Yunhua Li [...]

Technology in Cancer Research & Treatment

Restricted accessResearch articleFirst published July, 2020

Explaining Supervised Learning Models: A Preliminary Study on Binary Classifiers

Xiaomei Wang, Ann M. Bisantz, Matthew L. Bolton [...]

Ergonomics in Design: The Quarterly of Human Factors Applications

Open accessResearch articleFirst published 2012

Binary Classifiers and Latent Sequence Models for Emotion Detection in Suicide Notes

Colin Cherry, Saif M. Mohammad, Berry De Bruijn

Biomedical Informatics Insights

Open accessResearch articleFirst published January, 2024

An R Shiny Application (SDOH) for Predictive Modeling Using Regional Social Determinants of Health Survey Responses

Isuru Ratnayake, Sam Pepper, Aliyah Anderson [...]

International Journal of Social Determinants of Health and Health Services

Restricted accessResearch articleFirst published October 7, 2020

A novel second-order cone programming support vector machine model for binary data classification

Guishan Dong, Xuewen Mu

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

Restricted accessResearch articleFirst published May, 2005

Evaluating indirect and direct classification techniques for network intrusion detection

Taghi M. Khoshgoftaar, Kehan Gao, Nawal H. Ibrahim

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published February, 2016

Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy

Andrii Shalaginov, Katrin Franke

International Journal of Hybrid Intelligent Systems

Open accessResearch articleFirst published 2010

Comparison of Two Output-Coding Strategies for Multi-Class Tumor Classification Using Gene Expression Data and Latent Variable Model as Binary Classifier

Sandeep J. Joseph, Kelly R. Robbins, Wensheng Zhang [...]

Cancer Informatics

Restricted accessResearch articleFirst published February, 2017

An alternative classification to mixture modeling for longitudinal counts or binary measures

Fabien Subtil, Olayidé Boussari, Mathieu Bastard [...]

Statistical Methods in Medical Research

Restricted accessResearch articleFirst published September, 2021

Using a Binary Classification Approach to Assess the Accuracy of Hand Posture and Force Estimation with Machine Learning Models

Mengcheng Wang, Chuan Zhao, Alan Barr [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Open accessResearch articleFirst published 2025

Intratumoral Heterogeneity Scores as Predictors of Invasiveness in Lung Adenocarcinoma Presenting as Pure Ground-Glass Nodules: Insights from Explainable Machine Learning-Based Ternary Classification Models

Wang Peng, Wanyin Qi, Yunhua Li [...]

Technology in Cancer Research & Treatment

Restricted accessResearch articleFirst published July, 2020

Explaining Supervised Learning Models: A Preliminary Study on Binary Classifiers

Xiaomei Wang, Ann M. Bisantz, Matthew L. Bolton [...]

Ergonomics in Design: The Quarterly of Human Factors Applications

Open accessResearch articleFirst published 2012

Binary Classifiers and Latent Sequence Models for Emotion Detection in Suicide Notes

Colin Cherry, Saif M. Mohammad, Berry De Bruijn

Biomedical Informatics Insights

Open accessResearch articleFirst published January, 2024

An R Shiny Application (SDOH) for Predictive Modeling Using Regional Social Determinants of Health Survey Responses

Isuru Ratnayake, Sam Pepper, Aliyah Anderson [...]

International Journal of Social Determinants of Health and Health Services

Restricted accessResearch articleFirst published October 7, 2020

A novel second-order cone programming support vector machine model for binary data classification

Guishan Dong, Xuewen Mu

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

Restricted accessResearch articleFirst published May, 2005

Evaluating indirect and direct classification techniques for network intrusion detection

Taghi M. Khoshgoftaar, Kehan Gao, Nawal H. Ibrahim

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published February, 2016

Multinomial classification of web attacks using improved fuzzy rules learning by Neuro-Fuzzy

Andrii Shalaginov, Katrin Franke

International Journal of Hybrid Intelligent Systems