Eyad Elyan

Random forests: from early developments to recent advancements

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan · Systems Science & Control Engineering · 2014 · 734 citations · Full text

Engineering, Machine Learning, Successful Classification Technique +19

Neighbourhood-based undersampling approach for handling imbalanced and overlapped data

Pattaramon Vuttipittayamongkol, Eyad Elyan · Information Sciences · 2019 · 267 citations · Full text

Data Classification, Engineering, Data Science +5

On the class overlap problem in imbalanced data classification

Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski · Knowledge-Based Systems · 2020 · 256 citations · Full text

Data Classification, Classification Method, Engineering +8

MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network

Adamu Ali-Gombe, Eyad Elyan · Neurocomputing · 2019 · 177 citations · Full text

Engineering, Machine Learning, Data Science +7

Computer vision and machine learning for medical image analysis: recent advances, challenges, and way forward

Eyad Elyan, Pattaramon Vuttipittayamongkol, Pamela Johnston et al. · Artificial Intelligence Surgery · 2022 · 147 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20