publications:
- title: "Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Xianghua Fu"
    link: "https://researchr.org/alias/xianghua-fu"
  year: "2019"
  doi: "https://doi.org/10.1109/ICARM.2019.8834333"
  links:
    doi: "https://doi.org/10.1109/ICARM.2019.8834333"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/icarm/MahmudF19"
  researchr: "https://researchr.org/publication/MahmudF19"
  cites: 0
  citedby: 0
  pages: "498-503"
  booktitle: "icarm"
  kind: "inproceedings"
  key: "MahmudF19"
- title: "Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Joshua Zhexue Huang"
    link: "https://researchr.org/alias/joshua-zhexue-huang"
  - name: "Xianghua Fu"
    link: "https://researchr.org/alias/xianghua-fu"
  - name: "Rukhsana Ruby"
    link: "https://researchr.org/alias/rukhsana-ruby"
  - name: "Kaishun Wu"
    link: "https://researchr.org/alias/kaishun-wu"
  year: "2021"
  doi: "http://www.cai.sk/ojs/index.php/cai/article/view/2021_1_1"
  links:
    doi: "http://www.cai.sk/ojs/index.php/cai/article/view/2021_1_1"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/cai/MahmudHFRW21"
  researchr: "https://researchr.org/publication/MahmudHFRW21"
  cites: 0
  citedby: 0
  journal: "cai"
  volume: "40"
  number: "1"
  pages: "1-28"
  kind: "article"
  key: "MahmudHFRW21"
- title: "A survey of data partitioning and sampling methods to support big data analysis"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Joshua Zhexue Huang"
    link: "https://researchr.org/alias/joshua-zhexue-huang"
  - name: "Salman Salloum"
    link: "https://researchr.org/alias/salman-salloum"
  - name: "Tamer Z. Emara"
    link: "https://researchr.org/alias/tamer-z.-emara"
  - name: "Kuanishbay Sadatdiynov"
    link: "https://researchr.org/alias/kuanishbay-sadatdiynov"
  year: "2020"
  doi: "https://doi.org/10.26599/BDMA.2019.9020015"
  links:
    doi: "https://doi.org/10.26599/BDMA.2019.9020015"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/bigdatama/MahmudHSES20"
  researchr: "https://researchr.org/publication/MahmudHSES20"
  cites: 0
  citedby: 0
  journal: "bigdatama"
  volume: "3"
  number: "2"
  pages: "85-101"
  kind: "article"
  key: "MahmudHSES20"
- title: "Slice_OP: Selecting Initial Cluster Centers Using Observation Points"
  author:
  - name: "Md Abdul Masud"
    link: "https://researchr.org/alias/md-abdul-masud"
  - name: "Joshua Zhexue Huang"
    link: "https://researchr.org/alias/joshua-zhexue-huang"
  - name: "Ming Zhong 0003"
    link: "https://researchr.org/alias/ming-zhong-0003"
  - name: "Xianghua Fu"
    link: "https://researchr.org/alias/xianghua-fu"
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  year: "2018"
  doi: "https://doi.org/10.1007/978-3-030-05090-0_2"
  links:
    doi: "https://doi.org/10.1007/978-3-030-05090-0_2"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/adma/MasudHZFM18"
  researchr: "https://researchr.org/publication/MasudHZFM18"
  cites: 0
  citedby: 0
  pages: "17-30"
  booktitle: "adma"
  kind: "inproceedings"
  key: "MasudHZFM18"
- title: "An innovative recurrent error-based neuro-fuzzy system with momentum for stock price prediction"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Phayung Meesad"
    link: "https://researchr.org/alias/phayung-meesad"
  year: "2016"
  doi: "http://dx.doi.org/10.1007/s00500-015-1752-z"
  links:
    doi: "http://dx.doi.org/10.1007/s00500-015-1752-z"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/soco/MahmudM16"
  researchr: "https://researchr.org/publication/MahmudM16"
  cites: 0
  citedby: 0
  journal: "soco"
  volume: "20"
  number: "10"
  pages: "4173-4191"
  kind: "article"
  key: "MahmudM16"
- title: "Smart Fire Detection System with Early Notifications Using Machine Learning"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Md. Shohidul Islam"
    link: "https://researchr.org/alias/md.-shohidul-islam"
  - name: "Md. Ashiqur Rahman"
    link: "https://researchr.org/alias/md.-ashiqur-rahman"
  year: "2017"
  doi: "https://doi.org/10.1142/S1469026817500092"
  links:
    doi: "https://doi.org/10.1142/S1469026817500092"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/ijcia/MahmudIR17"
  researchr: "https://researchr.org/publication/MahmudIR17"
  cites: 0
  citedby: 0
  journal: "ijcia"
  volume: "16"
  number: "2"
  pages: "1-17"
  kind: "article"
  key: "MahmudIR17"
- title: "High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Xianghua Fu"
    link: "https://researchr.org/alias/xianghua-fu"
  - name: "Joshua Zhexue Huang"
    link: "https://researchr.org/alias/joshua-zhexue-huang"
  - name: "Md Abdul Masud"
    link: "https://researchr.org/alias/md-abdul-masud"
  year: "2018"
  doi: "https://doi.org/10.1007/978-981-13-6661-1_3"
  links:
    doi: "https://doi.org/10.1007/978-981-13-6661-1_3"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/conf/ausdm/MahmudFHM18"
  researchr: "https://researchr.org/publication/MahmudFHM18"
  cites: 0
  citedby: 0
  pages: "30-42"
  booktitle: "ausdm"
  kind: "inproceedings"
  key: "MahmudFHM18"
- title: "Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification"
  author:
  - name: "Mohammad Sultan Mahmud"
    link: "https://linkedin.com/in/mohammad-sultan-mahmud-4217a951"
  - name: "Joshua Zhexue Huang"
    link: "https://researchr.org/alias/joshua-zhexue-huang"
  - name: "Xianghua Fu"
    link: "https://researchr.org/alias/xianghua-fu"
  year: "2020"
  doi: "https://doi.org/10.1142/s1469026820500029"
  links:
    doi: "https://doi.org/10.1142/s1469026820500029"
    dblp: "http://dblp.uni-trier.de/rec/bibtex/journals/ijcia/MahmudHF20"
  researchr: "https://researchr.org/publication/MahmudHF20"
  cites: 0
  citedby: 0
  journal: "ijcia"
  volume: "19"
  number: "1"
  pages: "2050002"
  kind: "article"
  key: "MahmudHF20"