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: "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" 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: "Computers and Artificial Intelligence" 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: "Big Data Min. Anal." 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: "Advanced Data Mining and Applications - 14th International Conference, ADMA 2018, Nanjing, China, November 16-18, 2018, Proceedings" editor: - name: "Guojun Gan" link: "https://researchr.org/alias/guojun-gan" - name: "Bohan Li" link: "https://researchr.org/alias/bohan-li" - name: "Xue Li 0001" link: "https://researchr.org/alias/xue-li-0001" - name: "Shuliang Wang" link: "https://researchr.org/alias/shuliang-wang" volume: "11323" series: "Lecture Notes in Computer Science" publisher: "Springer" isbn: "978-3-030-05090-0" 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: "Soft Comput." 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: "International Journal of Computational Intelligence and Applications" 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: "Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers" editor: - name: "Md. Rafiqul Islam 0001" link: "https://researchr.org/alias/md.-rafiqul-islam-0001" - name: "Yun Sing Koh" link: "https://researchr.org/alias/yun-sing-koh" - name: "Yanchang Zhao" link: "https://researchr.org/alias/yanchang-zhao" - name: "Warwick Graco" link: "https://researchr.org/alias/warwick-graco" - name: "David Stirling" link: "https://researchr.org/alias/david-stirling" - name: "Chang-Tsun Li" link: "https://researchr.org/alias/chang-tsun-li" - name: "Zahidul Islam" link: "https://researchr.org/alias/zahidul-islam" volume: "996" series: "Communications in Computer and Information Science" publisher: "Springer" isbn: "978-981-13-6661-1" 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: "International Journal of Computational Intelligence and Applications" volume: "19" number: "1" pages: "2050002" kind: "article" key: "MahmudHF20"