Samiul Islam

Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques

Samiul Islam, Saman Hassanzadeh Amin · Journal Of Big Data · 2020 · 146 citations · Full text

Engineering, Machine Learning, Business Intelligence +25

Machine learning and optimization models for supplier selection and order allocation planning

Samiul Islam, Saman Hassanzadeh Amin, Leslie J. Wardley · International Journal of Production Economics · 2021 · 89 citations

Production Planning, Order Allocation Planning, Supply Chain Optimization +11

Predicting Depression in Bangladeshi Undergraduates using Machine Learning

Ahnaf Atef Choudhury, Md. Rezwan Hassan Khan, Nabuat Zaman Nahim et al. · 2019 IEEE Region 10 Symposium (TENSYMP) · 2019 · 60 citations

Mental Health Monitoring, Psychopathology, Machine Learning +14

Application of Machine Learning in Credit Risk Assessment: A Prelude to Smart Banking

Syed Zamil Hasan Shoumo, Mir Ishrak Maheer Dhruba, Sazzad Hossain et al. · 2019 · 45 citations

Engineering, Machine Learning, Financial Risk Management +25

A supplier selection & order allocation planning framework by integrating deep learning, principal component analysis, and optimization techniques

Samiul Islam, Saman Hassanzadeh Amin, Leslie J. Wardley · Expert Systems with Applications · 2023 · 41 citations

Supply Management, Inventory Management, Supply Chain Optimization +13