Mohammad Sultan Mahmud

Publication Activity (10 Years)

Years Active: 2016-2025
Publications (10 Years): 14

Top Topics

Optimization Method

Unsupervised Classification

Dimensionality Reduction

Top Venues

Int. J. Comput. Intell. Appl.

Comput. Informatics

Publications

Yongda Cai, Mohammad Sultan Mahmud, Jingsheng Xu, Xudong Sun, Joshua Zhexue Huang
Spectral ensemble clustering with doubly stochastic co-association matrix. Inf. Sci. 686 (2025)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salvador García
Clustering approximation via a fusion of multiple random samples. Inf. Fusion 101 (2024)
Kuanishbay Sadatdiynov, Laizhong Cui, Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud
A review of optimization methods for computation offloading in edge computing networks. Digit. Commun. Networks 9 (2) (2023)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Rukhsana Ruby, Kaishun Wu
An ensemble method for estimating the number of clusters in a big data set using multiple random samples. J. Big Data 10 (1) (2023)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Rukhsana Ruby, Alladoumbaye Ngueilbaye, Kaishun Wu
Approximate Clustering Ensemble Method for Big Data. IEEE Trans. Big Data 9 (4) (2023)
Md Sakib Ullah Sourav, Mohammad Sultan Mahmud, Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Abdullah Yasin
IoMT-Blockchain based Secured Remote Patient Monitoring Framework for Neuro-Stimulation Device. CoRR (2023)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu, Rukhsana Ruby, Kaishun Wu
Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder. Comput. Informatics 40 (1) (2021)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu
Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification. Int. J. Comput. Intell. Appl. 19 (1) (2020)
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov
A survey of data partitioning and sampling methods to support big data analysis. Big Data Min. Anal. 3 (2) (2020)
Mohammad Sultan Mahmud, Xianghua Fu
Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction. ICARM (2019)
Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud
High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder. AusDM (2018)
Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud
Slice_OP: Selecting Initial Cluster Centers Using Observation Points. ADMA (2018)
Mohammad Sultan Mahmud, Md. Shohidul Islam, Md. Ashiqur Rahman
Smart Fire Detection System with Early Notifications Using Machine Learning. Int. J. Comput. Intell. Appl. 16 (2) (2017)
Mohammad Sultan Mahmud, Phayung Meesad
An innovative recurrent error-based neuro-fuzzy system with momentum for stock price prediction. Soft Comput. 20 (10) (2016)