Mohammad Sultan Mahmud

21 papers C 1Misc 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
ADODN: Attentive Dropout-Based Occlusion-Aware Deep Network for Facial Landmark Detection.
IEEE Access
Muhammad Sadiq, Junhao Wu, Yu Geng, Mohammad Sultan Mahmud, Amar Khelloufi, Hua Zheng, Yunsheng Zhang, Junwei Liang
2026 J jnl
Approximate approach for frequent itemsets mining on massive distributed data beyond computing capacity.
Expert Syst. Appl.
Alladoumbaye Ngueilbaye, Sibagatullin Ratmir, Yongda Cai, Mohammad Sultan Mahmud, Xudong Sun, Andrey Nechesov, Sergey Goncharov, Joshua Zhexue Huang
2026 J jnl
Enhancing query-based segmentation models with full-pixel integration for curvilinear object segmentation.
Inf. Fusion
Qin Lei, Hao Wu, Jiang Zhong, Xin Xiao, Kaiwen Wei, Xudong Sun, Hanbo Bi, Mohammad Sultan Mahmud
2026 J jnl
Guest editorial: Mixture of experts and ensemble learning for big data.
Inf. Fusion
Mohammad Sultan Mahmud, Diego García-Gil, Joshua Zhexue Huang, Alladoumbaye Ngueilbaye, Xudong Sun
2025 J jnl
Determination of the Number of Clusters in High-Dimensional Data With Subspace Clusters.
IEEE Trans. Big Data
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Germán González-Almagro, Salvador García
2025 J jnl
RSPCA: Random Sample Partition and Clustering Approximation for ensemble learning of big data.
Pattern Recognit.
Mohammad Sultan Mahmud, Hua Zheng, Diego García-Gil, Salvador García, Joshua Zhexue Huang
2025 J jnl
Spectral ensemble clustering with doubly stochastic co-association matrix.
Inf. Sci.
Yongda Cai, Mohammad Sultan Mahmud, Jingsheng Xu, Xudong Sun, Joshua Zhexue Huang
2024 J jnl
Clustering approximation via a fusion of multiple random samples.
Inf. Fusion
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salvador García
2024 — conf
Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus.
ACIT
Md Sakib Ullah Sourav, Mohammad Sultan Mahmud, Hua Zheng, Mohammad Aljaidi, Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Abdullah Hafez Nur, Ahmad Al-Qerem
2023 J jnl
A review of optimization methods for computation offloading in edge computing networks.
Digit. Commun. Networks
Kuanishbay Sadatdiynov, Laizhong Cui, Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud
2023 J jnl
An ensemble method for estimating the number of clusters in a big data set using multiple random samples.
J. Big Data
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Rukhsana Ruby, Kaishun Wu
2023 J jnl
Approximate Clustering Ensemble Method for Big Data.
IEEE Trans. Big Data
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Rukhsana Ruby, Alladoumbaye Ngueilbaye, Kaishun Wu
2023 J jnl
IoMT-Blockchain based Secured Remote Patient Monitoring Framework for Neuro-Stimulation Device.
CoRR
Md Sakib Ullah Sourav, Mohammad Sultan Mahmud, Md. Simul Hasan Talukder, Rejwan Bin Sulaiman, Abdullah Yasin
2021 J jnl
Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder.
Comput. Informatics
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu, Rukhsana Ruby, Kaishun Wu
2020 J jnl
A survey of data partitioning and sampling methods to support big data analysis.
Big Data Min. Anal.
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov
2020 J jnl
Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification.
Int. J. Comput. Intell. Appl.
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu
2019 — conf
Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction.
ICARM
Mohammad Sultan Mahmud, Xianghua Fu
2018 Misc conf
High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder.
AusDM
Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud
2018 C conf
Slice_OP: Selecting Initial Cluster Centers Using Observation Points.
ADMA
Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud
2017 J jnl
Smart Fire Detection System with Early Notifications Using Machine Learning.
Int. J. Comput. Intell. Appl.
Mohammad Sultan Mahmud, Md. Shohidul Islam, Md. Ashiqur Rahman
2016 J jnl
An innovative recurrent error-based neuro-fuzzy system with momentum for stock price prediction.
Soft Comput.
Mohammad Sultan Mahmud, Phayung Meesad