Shamsul Huda

Human emotion recognition using deep belief network architecture

Mohammad Mehedi Hassan, Md. Golam Rabiul Alam, Md. Zia Uddin et al. · Information Fusion · 2018 · 297 citations

Convolutional Neural Network, Engineering, Machine Learning +9

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

An Ensemble Oversampling Model for Class Imbalance Problem in Software Defect Prediction

Shamsul Huda, Kevin Liu, Mohamed Abdelrazek et al. · IEEE Access · 2018 · 139 citations · Full text

Software Maintenance, Fault Diagnosis, Engineering +31

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

Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence

Md. Rafiul Hassan, Md. Fakrul Islam, Md. Zia Uddin et al. · Future Generation Computer Systems · 2021 · 128 citations

Artificial Intelligence, Urology, Engineering +12