John Yearwood

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Wei Luo, Dinh Phung, Truyen Tran et al. · Journal of Medical Internet Research · 2016 · 975 citations · Full text

Cayley graphs as classifiers for data mining: The influence of asymmetries

Andrei Kelarev, Joe Ryan, John Yearwood · Discrete Mathematics · 2009 · 207 citations

Engineering, Machine Learning, Graph Theory +11

A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis

Shamsul Huda, John Yearwood, Herbert F. Jelinek et al. · IEEE Access · 2016 · 175 citations · Full text

Engineering, Machine Learning, Diagnosis +26

Hybrids of support vector machine wrapper and filter based framework for malware detection

Shamsul Huda, Jemal Abawajy, Mamoun Alazab et al. · Future Generation Computer Systems · 2014 · 128 citations

Support Vector Machine, Engineering, Evasion Technique +6

Heterogeneous Cooperative Co-Evolution Memetic Differential Evolution Algorithm for Big Data Optimization Problems

Nasser R. Sabar, Jemal Abawajy, John Yearwood · IEEE Transactions on Evolutionary Computation · 2016 · 125 citations

Artificial Intelligence, Differential Evolution, Memetic Algorithm +15