Article

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2023) A long short-term memory based framework for early detection of mild cognitive impairment from EEG signals. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (2). pp. 375-388. ISSN 2471-285X

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Wang, Kate ORCID: 0000-0001-5208-1090 and Whittaker, Frank ORCID: 0000-0002-3728-0291 (2022) A deep learning based framework for diagnosis of mild cognitive impairment. Knowledge-Based Systems, 248. ISSN 0950-7051

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2021) Neurological abnormality detection from electroencephalography data: a review. Artificial Intelligence Review, 55 (3). pp. 2275-2312. ISSN 0269-2821 (print) 1573-7462 (online)

Paul, Shuvashish, Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030 and Rahman, Rashedur M (2021) An Analysis of the Most Accident Prone Regions within the Dhaka Metropolitan Region Using Clustering. International Journal of Advanced Intelligence Paradigms, 18 (3). pp. 294-315. ISSN 1755-0386

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Tasneem, Nazifa, Hasan, Anik and Akther, Sumaiya Binte (2020) Impacts of Blockades and Strikes in Dhaka: A Survey. International Journal of Innovative Business Strategies, 6 (1). pp. 369-377. ISSN 2046-3626

Book Section

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2022) Challenges in Electroencephalography Data Processing Using Machine Learning Approaches. In: Databases Theory and Applications: 33rd Australasian Database Conference, ADC 2022 Sydney, NSW, Australia, September 2–4, 2022 Proceedings. Hua, W, Wang, H and Li, L, eds. Lecture Notes in Computer Science, 13459 . Springer, Cham, Switzerland, pp. 177-184.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, De Cola, Maria Cristina and Wang, Hua ORCID: 0000-0002-8465-0996 (2022) DRAM-Net: A Deep Residual Alzheimer’s Diseases and Mild Cognitive Impairment Detection Network Using EEG Data. In: Health Information Science: 11th International Conference, HIS 2022, Virtual Event, October 28–30, 2022, Proceedings. Traina, A, Wang, H, Zhang, Y, Siuly, S, Zhou, R and Chen, L, eds. Springer, Cham, pp. 42-53.

Hasan, Md Hasan, Tasneem, Nazifa, Akther, Sumaiya Binte, Das, Koushiq and Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030 (2019) An Analysis on Recent Mobile Application Trend in Bangladesh. In: Web, Artificial Intelligence and Network Applications Proceedings of the Workshops of the 33rd International Conference on Advanced Information Networking and Applications (WAINA-2019). Barolli, L, Takizawa, M, Xhafa, F and Enokido, T, eds. Advances in Intelligent Systems and Computing, 927 . Springer, pp. 195-204.

Paul, Shuvashish, Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Nirjhor, Mahmudul Alam, Rahman, Shohanur, Orcho, Adeeba Kashfee and Rahman, Rashedur M (2017) Analyzing Accident Prone Regions by Clustering. In: Advanced Topics in Intelligent Information and Database Systems. Król, D, Nguyen, NT and Shirai, K, eds. Studies in Computational Intelligence, 710 . Springer International Publishing, pp. 3-13.

Conference or Workshop Item

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua ORCID: 0000-0002-8465-0996 (2021) Developing a Deep Learning Based Approach for Anomalies Detection from EEG Data. In: 22nd International Conference on Web Information Systems Engineering, WISE 2021, 26-29 Oct 2021, Melbourne, Australia.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Sun, Lili and Cao, Jinli (2020) An adaptive image smoothing technique based on localization. In: 15th Symposium of Intelligent Systems and Knowledge Engineering (ISKE) held jointly with 14th International FLINS Conference (FLINS), 18 - 21 Aug 2020, Cologne, Germany.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Shaon, Md Faqrul Islam, Das, Prithvi Ranjan, Mustafa, Manazir and Bari, Mohammad Rezaul (2017) Automated course management system. In: ICITST 2017: The 12th International Conference for Internet Technology and Secured Transactions, 11 Dec 2017 - 14 Dec 2017, Cambridge, UK.

Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Basher, Sheikh Faishal, Himel, Ahsan Habib, Sikder, Tonmoy, Islam, Mashrikul and Rahman, Rashedur M (2017) An adaptive grayscale image de-noising technique by fuzzy inference system. In: 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 29 Jul 2017 - 31 Jul 2017, Guilin, China.

Thesis

Alvi, Ashik Mostafa (2023) Efficient Detection of Mild Cognitive Impairment and Alzheimer’s Disease from Brain Signal Data. PhD thesis, Victoria University.