Mohammad Sultan Mahmud - researchr profile

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Shenzhen University

Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational AutoencoderMohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu, Rukhsana Ruby, Kaishun Wu. cai, 40(1):1-28, 2021. [doi]

A survey of data partitioning and sampling methods to support big data analysisMohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov. bigdatama, 3(2):85-101, 2020. [doi]

Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data ClassificationMohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu. ijcia, 19(1):2050002, 2020. [doi]

Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reductionMohammad Sultan Mahmud, Xianghua Fu. icarm 2019: 498-503 [doi]

Slice_OP: Selecting Initial Cluster Centers Using Observation PointsMd Abdul Masud, Joshua Zhexue Huang, Ming Zhong 0003, Xianghua Fu, Mohammad Sultan Mahmud. adma 2018: 17-30 [doi]

High-Dimensional Limited-Sample Biomedical Data Classification Using Variational AutoencoderMohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud. ausdm 2019: 30-42 [doi]

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