@inproceedings{MahmudF19,
  title = {Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction},
  author = {Mohammad Sultan Mahmud and Xianghua Fu},
  year = {2019},
  doi = {10.1109/ICARM.2019.8834333},
  url = {https://doi.org/10.1109/ICARM.2019.8834333},
  researchr = {https://researchr.org/publication/MahmudF19},
  cites = {0},
  citedby = {0},
  pages = {498-503},
  booktitle = {4th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2019, Toyonaka, Japan, July 3-5, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-0064-7},
}

@article{MahmudHFRW21,
  title = {Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder},
  author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Xianghua Fu and Rukhsana Ruby and Kaishun Wu},
  year = {2021},
  url = {http://www.cai.sk/ojs/index.php/cai/article/view/2021_1_1},
  researchr = {https://researchr.org/publication/MahmudHFRW21},
  cites = {0},
  citedby = {0},
  journal = {Computers and Artificial Intelligence},
  volume = {40},
  number = {1},
  pages = {1-28},
}

@article{MahmudHSES20,
  title = {A survey of data partitioning and sampling methods to support big data analysis},
  author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Salman Salloum and Tamer Z. Emara and Kuanishbay Sadatdiynov},
  year = {2020},
  doi = {10.26599/BDMA.2019.9020015},
  url = {https://doi.org/10.26599/BDMA.2019.9020015},
  researchr = {https://researchr.org/publication/MahmudHSES20},
  cites = {0},
  citedby = {0},
  journal = {Big Data Min. Anal.},
  volume = {3},
  number = {2},
  pages = {85-101},
}

@inproceedings{MasudHZFM18,
  title = {Slice_OP: Selecting Initial Cluster Centers Using Observation Points},
  author = {Md Abdul Masud and Joshua Zhexue Huang and Ming Zhong 0003 and Xianghua Fu and Mohammad Sultan Mahmud},
  year = {2018},
  doi = {10.1007/978-3-030-05090-0_2},
  url = {https://doi.org/10.1007/978-3-030-05090-0_2},
  researchr = {https://researchr.org/publication/MasudHZFM18},
  cites = {0},
  citedby = {0},
  pages = {17-30},
  booktitle = {Advanced Data Mining and Applications - 14th International Conference, ADMA 2018, Nanjing, China, November 16-18, 2018, Proceedings},
  editor = {Guojun Gan and Bohan Li and Xue Li 0001 and Shuliang Wang},
  volume = {11323},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-05090-0},
}

@article{MahmudM16,
  title = {An innovative recurrent error-based neuro-fuzzy system with momentum for stock price prediction},
  author = {Mohammad Sultan Mahmud and Phayung Meesad},
  year = {2016},
  doi = {10.1007/s00500-015-1752-z},
  url = {http://dx.doi.org/10.1007/s00500-015-1752-z},
  researchr = {https://researchr.org/publication/MahmudM16},
  cites = {0},
  citedby = {0},
  journal = {Soft Comput.},
  volume = {20},
  number = {10},
  pages = {4173-4191},
}

@article{MahmudIR17,
  title = {Smart Fire Detection System with Early Notifications Using Machine Learning},
  author = {Mohammad Sultan Mahmud and Md. Shohidul Islam and Md. Ashiqur Rahman},
  year = {2017},
  doi = {10.1142/S1469026817500092},
  url = {https://doi.org/10.1142/S1469026817500092},
  researchr = {https://researchr.org/publication/MahmudIR17},
  cites = {0},
  citedby = {0},
  journal = {International Journal of Computational Intelligence and Applications},
  volume = {16},
  number = {2},
  pages = {1-17},
}

@inproceedings{MahmudFHM18,
  title = {High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder},
  author = {Mohammad Sultan Mahmud and Xianghua Fu and Joshua Zhexue Huang and Md Abdul Masud},
  year = {2018},
  doi = {10.1007/978-981-13-6661-1_3},
  url = {https://doi.org/10.1007/978-981-13-6661-1_3},
  researchr = {https://researchr.org/publication/MahmudFHM18},
  cites = {0},
  citedby = {0},
  pages = {30-42},
  booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers},
  editor = {Md. Rafiqul Islam 0001 and Yun Sing Koh and Yanchang Zhao and Warwick Graco and David Stirling and Chang-Tsun Li and Zahidul Islam},
  volume = {996},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-981-13-6661-1},
}

@article{MahmudHF20,
  title = {Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification},
  author = {Mohammad Sultan Mahmud and Joshua Zhexue Huang and Xianghua Fu},
  year = {2020},
  doi = {10.1142/s1469026820500029},
  url = {https://doi.org/10.1142/s1469026820500029},
  researchr = {https://researchr.org/publication/MahmudHF20},
  cites = {0},
  citedby = {0},
  journal = {International Journal of Computational Intelligence and Applications},
  volume = {19},
  number = {1},
  pages = {2050002},
}