Publications

Md. Ariful Islam, Md. Ziaul Hasan Majumder, Md. Sohel Miah and Sumaia Jannaty : Precision healthcare: A deep dive into machine learning algorithms and feature selection strategies for accurate heart disease prediction, Computers in Biology and Medicine (Q1, impact factor:7.7) , vol.176 , no.June 2024 Elsevier , 2024 .
Md. Ariful Islam, Md. Ziaul Hasan Majumder, Md. Alomgeer Hussein, Khondoker Murad Hossain and Md. Sohel Miah : A review of machine learning and deep learning algorithms for Parkinson's disease detection using handwriting and voice datasets, Heliyon (Q1, impact factor:4) , vol.10 , no.3 Elsevier , 2024 .
Md. Ariful Islam, Md. Ziaul Hasan Majumder and Md. Alomgeer Hussein : Chronic kidney disease prediction based on machine learning algorithms, Journal of Pathology Informatics (Q1, impact factor:3.23) Elsevier , 2023
Arman, Shifat E., Sayed Saminur Rahman, Niloy Irtisam, Shamim Ahmed Deowan, Md Ariful Islam, Saadman Sakib, and Mehedi Hasan. "Intracranial hemorrhage classification from ct scan using deep learning and bayesian optimization." IEEE Access (Q1, impact factor: 3.3), 11 (2023): 83446-83460.
Hossain, Khondoker Murad, Md Ariful Islam, Shahera Hossain, Anton Nijholt, and Md Atiqur Rahman Ahad. "Status of deep learning for EEG-based brain–computer interface applications." Frontiers in computational neuroscience (Q2, impact factor: 3.37), 16 (2023): 1006763.

Md. Ariful Islam, Pankaj Chandra Kar and Shamim Ahmed Deowan : Solar-based hybrid electric vehicles for low CO2 emission, International Journal of Sustainable Engineering (Q1, impact factor:3.7) , vol.18 , no.1 Taylor & Francis , 2025 .
Md. Ziaul Hasan Majumder, Mosa. Tania Alim Shampa, Md. Ariful Islam, Shamim Ahmed Deowan and Farhana Hafiz : Marine renewable energy harnessing for sustainable development in Bangladesh: A technological review, Energy Reports (Q2, impact factor:5.2) , vol.11 , no.June 2024 Elsevier , pp.1342-1362 , 2024 .
Pankaj Chandra Kar and Md. Ariful Islam : Design and performance analysis of a rectenna system for charging a mobile phone from ambient EM waves, Heliyon (Q1, impact factor:4) , vol.9 , no.3 Elsevier , 2023 .

Md. Ariful Islam, Mosa. Tania Alim Shampa and Nusrat Jahan Shimu : Machine learning-based prediction of sonic layer depth in the Bay of Bengal, Regional Studies in Marine Science (Q1, impact factor:2.1) , vol.August 2024 , no.103750 Elsevier , 2024 .
Md. Ariful Islam and Mosa. Tania Alim Shampa : Precipitation prediction in Bangladesh using machine learning approaches, International Journal of Hydrology Science and Technology (Q3, impact factor:1.86) , vol.18 , no.1 Inderscience , pp.23-56 , 2024 .
Uttsha, Monisha Mushtary, AKM Nadimul Haque, Tahsin Tariq Banna, Shamim Ahmed Deowan, Md Ariful Islam, and Hafiz Md Hasan Babu. "Enhancing agricultural automation through weather invariant soil parameter prediction using machine learning." Heliyon (Q1, impact factor: 4), 10, no. 7 (2024).
Md. Ariful Islam and Mosa. Tania Alim Shampa : Convolutional Neural Network based Marine Cetaceans Detection around the Swatch of No Ground in the Bay of Bengal, International Journal of Computing and Digital Systems (Q3, impact factor:1.01) , vol.12 , no.1 , pp.877-893 , 2022 .
Islam, Md Ariful, and Mosa Shampa. "Rip current: a potential hazard zones detection in Saint Martin's island using machine learning approach." ELCVIA. Electronic letters on computer vision and image analysis 21.2 (2022): 063-81.

Md. Ariful Islam, Md Mehedi Hasan and Shamim Ahmed Deowan : Robot-Assisted Training for Children with Autism Spectrum Disorder: A Review, Journal of Intelligent & Robotic Systems (Q1, impact factor:3.3) Springer , 2023 .

Islam, Md Ariful, Md Rakib Hasan, and Amena Begum. "Improvement of the handover performance and channel allocation scheme using fuzzy logic, artificial neural network and neuro-fuzzy system to reduce call drop in cellular network." Journal of Engineering Advancements 1, no. 04 (2020): 130-138.
Hasan, Md Mehedi, Md Ariful Islam, Sejuti Rahman, Michael R. Frater, and John F. Arnold. "No-reference quality assessment of transmitted stereoscopic videos based on human visual system." Applied Sciences 12, no. 19 (2022): 10090.
Islam, Md Ariful, Amena Begum, and Md Rakib Hasan. "Mathematical Analysis of Improving the System Capacity and Signal to Interference Ratio in Cellular Mobile Communication." Journal of Engineering Advancements 2, no. 01 (2021): 24-34.
Shimu, Nusrat Jahan, Pankaj Chandra Kar, Md Ariful Islam, and Anis Ahmed. "Left Handed Metamaterials in Microstrip Patch Antenna Design: Miniaturization, Multiband Operation, and Improved Performance." Dhaka University Journal of Applied Science and Engineering 8, no. 1 (2023): 1-12.

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