Research & publications

282 publications found
  1. A comprehensive review of marine and coastal waste collection robots covering mobility and waste collection mechanisms

    Mirza Afnan Islam, Tanvir Ahmed, Md. Mehidi Hasan Rakib and Md. Ariful Islam

    Discover Applied Sciences, Springer

    Journal article 2026 IF 3.8 DOI View publication
  2. VLM-Driven Intelligence for Autonomous UAV Navigation: A Cross-Modal Benchmarking Framework with Sim-to-Real Evaluation

    Abyead Zarif Hassan, Samiha Tarannum Noor, AKM Azad and Md Mehedi Hasan

    PLOS ONE (Under Review), PLOS, pp. 1-26

    Journal article 2026 IF 3.3 View publication
  3. Beyond Euclidean Attention: Information-Geometric Deep Learning for Automated Bone Health Classification from Knee Radiographs

    Mirza Afnan Islam, Aniruddha Majumder and Md Mehedi Hasan

    Arrays [Under Review], Elsevier, pp. 1-27

    Journal article 2026 IF 5.5
  4. Deployment Oriented Explainable Autoencoder Based NIDS Framework for Real Organizational NetFlow Traffic

    S. M. Bahauddin Bakhtiar, Tanzina Sultana, Md Mehedi Hasan, Mohammad Rakibul Islam Bhuiyan and M. M. Helal Uddin Ahmed

    Discover Artificial Intelligence (Under Review), Springer Nature

    Journal article 2026 IF 11.29 View publication
  5. FAdENet: A Lightweight Frequency-Adaptive EEG Network with Temporal Kernel Modulation for Hand Gesture Classification

    MILAKUL HASANA MIM, DEBJOTY ROY PRANTO, OMAR FARUK, MD. IBRAHIM AL IMRAN, MD. SHARJIS IBNE WADUD and MD MEHEDI HASAN

    IEEE Access (Under Review), IEEE, pp. 1-19

    Journal article 2026 IF 4.2
  6. Enhancing Histological Cancer Cell Detection: Integrating XAI with Deep Learning for Improved Accuracy, Interpretability, and Clinical Trust

    Apurba Roy, Shamaeta Paul Gupta, Muhaiminul Islam, Shifat E. Arman, AKM Azad, Naif Alotaibi, Asmaa Soliman Al-Moisheer, Salem Alyami, Md. Salahuddin Shah and Md Mehedi Hasan

    Pathology - Research and Practice [Under Review], Elsevier, pp. 1-24

    Journal article 2026 IF 3.7 View publication
  7. Fab–Tune: A wearable fusion to control basic features of Bluetooth-enabled devices

    Md. Mostafizur Rahman, Protik Barua, Rajib Hasan, Md Mehedi Hasan, Mohammod Abu Sayid Haque, Ruhul Amin Khan and Md. Abdus Shahid

    Digital Health [Under Review], Springer Nature, pp. 1-17

    Journal article 2026 IF 4.2
  8. SugarcaneShuffleNet: A Very Fast, Lightweight Convolutional Neural Network for Diagnosis of 15 Sugarcane Leaf Diseases

    Shifat E. Arman, Hasan Abdullah, Syed Nazmus Sakib, Shamima Nasrin Asha, RM Saiem, Md Mehedi Hasan, Shahrear Bin Amin and S M Mahin Abrar

    Computers and Electronics in Agriculture [Under Review], Elsevier, pp. 1-18

    Journal article 2026 IF 8.9 View publication
  9. VLM-Nav: Mapless UAV-Navigation Using Monocular Vision Driven by Vision-Language Model

    Gobinda Chanda Sarker, AKM Azad, Sejuti Rahman and Md Mehedi Hasan

    PLOS One, vol. 21, no. 4, Public Library of Science, pp. 1-26

    Journal article 2026 IF 3.2 DOI View publication
  10. SPARK: A Stochastic Optimizer for Fast Convergence in Neural Network

    Md. Mahmudul Hasan, AKM Azad and Md Mehedi Hasan

    SSRN, SSRN, pp. 1-13

    Journal article 2026 DOI View publication
  11. AGL Loss: Optimizing Binary Classification by Asymmetric Generalized Logarithmic Loss Function with Statistical Validation

    Md. Mahmudul Hasan, Md Mehedi Hasan, Shifat E. Arman and AKM Azad

    IEEE Transactions on Neural Networks and Learning Systems [Under Review], IEEE, pp. 1-13

    Journal article 2026 IF 8.9 DOI View publication
  12. Smart Ocean: A Comprehensive Review of Artificial Intelligence-Driven Ocean Monitoring, Forecasting, Exploration and Conservation

    Md. Ariful Islam, Sadia Haque Sadi and Mosa. Tania Alim Shampa

    BIMRAD Journal, vol. 6, no. 1, Bangladesh Institute of Maritime Research and Development (BIMRAD), pp. 83-122

    Journal article 2026 DOI View publication
  13. Benchmarking Vision-Language Models for Real-Time UAV Obstacle Avoidance in Controlled Simulation

    Samiha Tarannum Noor, Abyead Zarif Hassan and Md Mehedi Hasan

    IEEE International Conference on Robotics, Automation, Artificial-Intelligence and Internet-of-Things 2026, Jashore: IEEE, pp. [Accepted]

    Conference paper 2026
  14. Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry

    Syed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin, Hasan Muhammad Abdullah, Md Mehedi Hasan, Mohammad Zabed Hossain and Shifat E Arman

    The 64th Annual Meeting of the Association for Computational Linguistics (ACL Findings 2026), California, USA: A* Conference, pp. 1-11

    Conference paper 2026 View publication
  15. IG-CNN: An Information-Geometric Model for Automated Knee Osteoporosis Diagnosis from X-ray Images

    MA Islam, A Majumder and MM Hasan

    2026 IEEE International Conference on Electrical, Computer & Telecommunication Engineering, Rajshahi: IEEE, pp. 1-6

    Conference paper 2026
  16. FA-EEGNet: Enhancing EEGNet with Frequency-Adaptive Kernels for the Classification of Stroke Rehabilitation Movements

    Milakul Hasana Mim, Debjoty Pranto and Md Mehedi Hasan

    5th International Conference on Electrical, Computer & Telecommunication Engineering, Rajshahi: IEEE, pp. 1-6

    Conference paper 2026
  17. Exploring Celestial Classification: A Study of Physics-Informed Machine Learning for Spectral and Morphological Analysis

    Md. Fairuz Siddiquee, AKM Azad, Shifat E. Arman, Md. Shahedul Islam and Md Mehedi Hasan

    Astronomy and Computing, vol. 55, Elsevier, pp. 101048

    Journal article 2025 IF 2.3 View publication
  18. Cotton Seedling Monitoring and Growth Stage Classification Integrating Deep Learning and Feature Engineering

    Hasan Muhammad Abdullah, Muhaiminul Islam, AKM Azad, Md. Shahinul Islam, Sudip Sen, Abdul Kaium Tuhin, Shifat E. Arman and Md Mehedi Hasan

    Smart Agricultural Technology, vol. 12, Elsevier, pp. 1-18

    Journal article 2025 IF 5.7 DOI View publication
  19. Development of an IoT-Driven Deep Learning Framework for Smart Energy Prediction in Commercial Buildings

    Gobinda Chandra Sarker, Md Mehedi Hasan, Md. Rakibul Hoque, Md. Khashrul Alam and M. Helal Uddin Ahmed

    Journal of Building Engineering, Elsevier, pp. 113315

    Journal article 2025 IF 7.4 View publication
  20. Annealing-induced optimization of green-synthesized ZnO nanoparticles for improved nanopriming in sustainable agriculture

    Md Shadman Mostafa, Samia Yeasmin, Md Mahmodul Hassan Pranto, Syeda Maliha Reza, Taslim Ur Rashid, Harinarayan Das, Mahmudur Rahman and Ahsan Habib

    Nanoscale Advances, Royal Society of Chemistry

    Journal article 2025 DOI
  21. Design and development of a dexterous soft-robotics based assistive exoglove with kinematic modeling

    Nawara Mahmood Broti, Shamim Ahmed Deowan, A.S.M. Shamsul Arefin

    Intelligent Systems With Applications, Elsevier

    Journal article 2025 IF 4.3 DOI
  22. Solar-based hybrid electric vehicles for low CO2 emission

    Md. Ariful Islam, Pankaj Chandra Kar & Shamim Ahmed Deowan

    INTERNATIONAL JOURNAL OF SUSTAINABLE ENGINEERING, Taylor & Francis

    Journal article 2025 IF 3.6 DOI
  23. Solar-based hybrid electric vehicles for low CO2 emission

    Md. Ariful Islam, Pankaj Chandra Kar and Shamim Ahmed Deowan

    International Journal of Sustainable Engineering, vol. 18, no. 1, Taylor & Francis

    Journal article 2025 IF 3.7 DOI View publication
  24. PlantCareNet: An Advanced System to Recognize Plant Diseases with Dual-mode Recommendations for Prevention

    Muhaiminul Islam, AKM Azad, Shifat E. Arman, Salem A. Alyami and Md Mehedi Hasan

    Plant Methods, vol. 21, BioMed Central (Springer Nature), pp. 1-27

    Journal article 2025 IF 5.6 DOI View publication
  25. Design and Evaluation of ADANet: A High-Fidelity Motion Acquisition Framework for Assistive Gesture-Based Interfaces

    Md Ettashamul Haque, Atique Tajwar, AKM Azad, Salem A. Alyami and Md Mehedi Hasan

    IEEE Access, IEEE

    Journal article 2025 IF 3.9 DOI View publication
  26. PlantCareNet: an advanced system to recognize plant diseases with dual-mode recommendations for prevention

    Muhaiminul Islam, AKM Azad, Shifat E Arman, Salem A Alyami and Md Mehedi Hasan

    Plant Methods, vol. 21, no. 1, Springer, pp. 52

    Journal article 2025 IF 5.6 DOI View publication
  27. Predicting Urban Landslides in the hilly regions of Bangladesh leveraging a Hybrid Machine Learning Model and CMIP6 Climate Projections

    Md. Ashraful Islam, Musabbir Ahmed Arrafi, Mehedi Hasan Peas, Tanvir Hossain, Md Mehedi Hasan, Sanzida Murshed and Monira Jahan Tania

    Geosystems and Geoenvironment, Elsevier, pp. 100354

    Journal article 2025 IF 4.84 DOI View publication
  28. Comparative Analysis of Machine Learning Models for Obstructive Sleep Apnea and Hypopnea Detection Using Pulse Oximetry and Heart Rate Variability

    Vedang Sharma, Md. Ariful Islam, Umesh Goswami, Chad M. Ruoff and Md Mobashir Hasan Shandhi

    IEEE-EMBS International Conference on Biomedical and Health Informatics 2025, Georgia Tech, Atlanta, Georgia, United States: IEEE

    Conference paper 2025 View publication
  29. Predicting Learning Styles with AI: Toward Adaptive and Personalized Education

    Gobinda Chandra Sarker, Md Mehedi Hasan, Md. Rakibul Hoque and M. Helal Uddin Ahmed

    2025 International Conference on Information Resources Management [Accepted], Istanbul, Türkiye: IGI Global Publishing, pp. 1-12

    Conference paper 2025 View publication
  30. Universities’ Longevity in AI-Driven Ecosystems Anno 2060: Strategic Preparation of Universities for Future AI-Driven Sustainable Ecosystems”

    Agnieszka Andrychowicz-Trojanowska, Inge De Waard, Lafifa Jamal and Chee Kin Boey

    In Universities’ Longevity in AI-Driven Ecosystems Anno 2060: Strategic Preparation of Universities for Future AI-Driven Sustainable Ecosystems, Singapore: Asia Europe Foundation (ASEF), pp. 69-76

    Book chapter 2024 View publication
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