An innovative recurrent error-based neuro-fuzzy system with momentum for stock price prediction. - Mohammad Sultan Mahmud; Phayung Meesad (Soft Comput., 2016)

Smart Fire Detection System with Early Notifications Using Machine Learning. - Mohammad Sultan Mahmud; Md. Shohidul Islam; Md. Ashiqur Rahman (Int. J. Comput. Intell. Appl., 2017)

Slice_OP: Selecting Initial Cluster Centers Using Observation Points. - Md Abdul Masud; Joshua Zhexue Huang; Ming Zhong 003; Xianghua Fu; Mohammad Sultan Mahmud (ADMA, 2018)

High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder. - Mohammad Sultan Mahmud; Xianghua Fu; Joshua Zhexue Huang; Md Abdul Masud (AusDM, 2018)

Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction. - Mohammad Sultan Mahmud; Xianghua Fu (ICARM, 2019)

A survey of data partitioning and sampling methods to support big data analysis. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Salman Salloum; Tamer Z. Emara; Kuanishbay Sadatdiynov (Big Data Min. Anal., 2020)

Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Xianghua Fu (Int. J. Comput. Intell. Appl., 2020)

Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Xianghua Fu; Rukhsana Ruby; Kaishun Wu (Comput. Informatics, 2021)

IoMT-Blockchain based Secured Remote Patient Monitoring Framework for Neuro-Stimulation Device. - Md Sakib Ullah Sourav; Mohammad Sultan Mahmud; Md. Simul Hasan Talukder; Rejwan Bin Sulaiman; Abdullah Yasin (CoRR, 2023)

A review of optimization methods for computation offloading in edge computing networks. - Kuanishbay Sadatdiynov; Laizhong Cui; Lei Zhang 066; Joshua Zhexue Huang; Salman Salloum; Mohammad Sultan Mahmud (Digit. Commun. Networks, 2023)

Approximate Clustering Ensemble Method for Big Data. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Rukhsana Ruby; Alladoumbaye Ngueilbaye; Kaishun Wu (IEEE Trans. Big Data, 2023)

An ensemble method for estimating the number of clusters in a big data set using multiple random samples. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Rukhsana Ruby; Kaishun Wu (J. Big Data, 2023)

Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus. - Md Sakib Ullah Sourav; Mohammad Sultan Mahmud; Hua Zheng; Mohammad Aljaidi; Md. Simul Hasan Talukder; Rejwan Bin Sulaiman; Abdullah Hafez Nur; Ahmad Al-Qerem (ACIT, 2024)

Clustering approximation via a fusion of multiple random samples. - Mohammad Sultan Mahmud; Joshua Zhexue Huang; Salvador García 001 (Inf. Fusion, 2024)

Spectral ensemble clustering with doubly stochastic co-association matrix. - Yongda Cai; Mohammad Sultan Mahmud; Jingsheng Xu; Xudong Sun 004; Joshua Zhexue Huang (Inf. Sci., 2025)

RSPCA: Random Sample Partition and Clustering Approximation for ensemble learning of big data. - Mohammad Sultan Mahmud; Hua Zheng; Diego García-Gil; Salvador García 001; Joshua Zhexue Huang (Pattern Recognit., 2025)