A Systematic Review on Reinforcement Learning-Based Robotics Within the Last Decade. - Md. Al-Masrur Khan; Md Rashed Jaowad Khan; Abul Tooshil; Niloy Sikder; M. A. Parvez Mahmud; Abbas Z. Kouzani; Abdullah Al Nahid (IEEE Access, 2020)

Early Blindness Detection Based on Retinal Images Using Ensemble Learning. - Niloy Sikder; Md. Sanaullah Chowdhury; Abu Shamim Mohammad Arif; Abdullah Al Nahid (CoRR, 2020)

A Novel Method to Identify Pneumonia through Analyzing Chest Radiographs Employing a Multichannel Convolutional Neural Network. - Abdullah Al Nahid; Niloy Sikder; Anupam Kumar Bairagi; Md. Abdur Razzaque; Mehedi Masud; Abbas Z. Kouzani; M. A. Parvez Mahmud (Sensors, 2020)

Human Activity Recognition Using Multichannel Convolutional Neural Network. - Niloy Sikder; Md. Sanaullah Chowdhury; Abu Shamim Mohammad Arif; Abdullah Al Nahid (CoRR, 2021)

Heterogeneous Hand Guise Classification Based on Surface Electromyographic Signals Using Multichannel Convolutional Neural Network. - Niloy Sikder; Abu Shamim Mohammad Arif; Abdullah Al Nahid (CoRR, 2021)

KU-HAR: An open dataset for heterogeneous human activity recognition. - Niloy Sikder; Abdullah Al Nahid (Pattern Recognit. Lett., 2021)

A Machine Learning Approach to Diagnosing Lung and Colon Cancer Using a Deep Learning-Based Classification Framework. - Mehedi Masud; Niloy Sikder; Abdullah Al Nahid; Anupam Kumar Bairagi; Mohammed A. Alzain (Sensors, 2021)

Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images. - Niloy Sikder; Mehedi Masud; Anupam Kumar Bairagi; Abu Shamim Mohammad Arif; Abdullah Al Nahid; Hesham Alhumyani (Symmetry, 2021)

Analysis of Hand Movement from Surface EMG Signals Using Artificial Neural Network. - S. A. Ahsan Rajon; Mahmudul Hasan Abid; Niloy Sikder; Kamrul Hasan Talukder; Md. Mizanur Rahman; Md. Shamim Ahsan; Abu Shamim Mohammad Arif; Abdullah Al Nahid (MIET (2), 2022)

Unmanned Aerial Vehicle Assisted Forest Fire Detection Using Deep Convolutional Neural Network. - A. K. Z. Rasel Rahman; S. M. Nabil Sakif; Niloy Sikder; Mehedi Masud; Hanan Aljuaid; Anupam Kumar Bairagi (Intell. Autom. Soft Comput., 2023)

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint). - Niloy Sikder; Md. Al-Masrur Khan; Anupam Kumar Bairagi; Mehedi Masud; Jun-Jiat Tiang; Abdullah Al Nahid (CoRR, 2024)

eegFloss: A Python package for refining sleep EEG recordings using machine learning models. - Niloy Sikder; Paul Zerr; Mahdad Jafarzadeh Esfahani; Martin Dresler; Matthias Krauledat (CoRR, 2025)