Publications

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Number of publications matching the search criterion: 46

Book chapter (3)

Domain Adaptation in Medical Imaging: Evaluating the Effectiveness of Transfer Learning (Aug 2024)
Arifa Akter Eva , Jamin Rahman Jim , Ashifur Rahman , Hanif Bhuiyan , Md Mohsin Kabir
Data-Driven Clinical Decision-Making Using Deep Learning in Imaging , Studies in Big Data (SBD)

Advancing Breast Cancer Diagnosis: Attention-Enhanced U-Net for Breast Cancer Segmentation (Aug 2024)
Md.Nahid Hasan , Ashraful Alam Emon , Jungpil Shin , Md Mohsin Kabir
Data-Driven Clinical Decision-Making Using Deep Learning in Imaging , Studies in Big Data (SBD)

A Multi-Plant Disease Diagnosis Method Using Convolutional Neural Network (Mar 2021)
Md Mohsin Kabir, Md Abu Quwsar Ohi , M.F. Mridha
Computer Vision and Machine Learning in Agriculture, Algorithms for Intelligent Systems (AIS)

Journal article (40)

A systematic review of UAV and AI integration for targeted disease detection, weed management, and pest control in precision agriculture (Nov 2024)
Iftekhar Anam , Naiem Arafat , Md Sadman Hafiz , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha
Smart Agricultural Technology (elsesat)

Development of a cutting-edge ensemble pipeline for rapid and accurate diagnosis of plant leaf diseases (Nov 2024)
S. M. Nuruzzaman Nobel , Maharin Afroj , Md Mohsin Kabir, M.F. Mridha
Artificial Intelligence in Agriculture (elseaiia)

XAI-FruitNet: An Explainable Deep Model for Accurate Fruit Classification (Oct 2024)
Shirin Sultana , Md All Moon Tasir , S. M. Nuruzzaman Nobel , Md Mohsin Kabir, M.F. Mridha
Journal of Agriculture and Food Research (jafr2024)

tRF-BERT: A transformative approach to aspect-based sentiment analysis in the bengali language (Sep 2024)
Shihab Ahmed , Moythry Manir Samia , Maksuda Haider Sayma , Md Mohsin Kabir, M.F. Mridha
PLoS ONE (po2024)

Advancing low‐light object detection with you only look once models: An empirical study and performance evaluation (Sep 2024)
Samier Uddin Ahammad Shovo , Md. Golam Rabbani Abir , Md Mohsin Kabir, M.F. Mridha
Cognitive Computation and Systems (ccs2024)

Machine learning-driven IoT device for women’s safety: a real-time sexual harassment prevention system (Sep 2024)
Md Reazul Islam , Khondokar Oliullah , Md Mohsin Kabir, Ashifur Rahman , M.F. Mridha , Muhammed Fayyaz Khan , Nilanjan Dey
Multimedia Tools and Applications (mta2024)

DenseNet201Plus: Cost-Effective Transfer-Learning Architecture for Rapid Leaf Disease Identification with Attention Mechanisms (Aug 2024)
Md. Khairul Alam Mazumder , Md Mohsin Kabir, Ashifur Rahman , Md. Abdullah-Al Jubair , M.F. Mridha
Heliyon (hel2024)

Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes (Aug 2024)
MD RAISUL ISLAM , MD ZAKIR HOSSAIN ZAMIL , Eshmam Rayed , Md Mohsin Kabir, M.F. Mridha , SATOSHI NISHIMURA , Jungpil Shin
Journal of IEEE Access (IEEE-Access)

Musical Genre Classification Using Advanced Audio Analysis and Deep Learning Techniques (Jul 2024)
MUMTAHINA AHMED , ULAND ROZARIO , Md Mohsin Kabir, ZEYAR AUNG , Jungpil Shin , M.F. Mridha
IEEE Open Journal of the Computer Society (IOJCS)

A systematic review of deep learning data augmentation in medical imaging: Recent advances and future research directions (May 2024)
Tauhidul Islam , Md Sadman Hafiz , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha
Healthcare Analytics (Healthcare )

SegX-Net: A novel image segmentation approach for contrail detection using deep learning (May 2024)
S. M. Nuruzzaman Nobel , Md. Ashraful Hossain , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran
PLOS ONE (PLOS ONE)

A multimodal approach to cross-lingual sentiment analysis with ensemble of transformer and LLM (Apr 2024)
Md Saef Ullah Miah , Md Mohsin Kabir, Talha Bin Sarwar , Mejdl Safran , Sultan Alfarhood , M.F. Mridha
Nature Scientific Reports 13 (Sci. Rep. 13)

Explainable AI approaches in deep learning: Advancements, applications and challenges (Apr 2024)
Md. Tanzib Hosain , Jamin Rahman Jim , M.F. Mridha , Md Mohsin Kabir
Computers and Electrical Engineering (cee2024)

Deep learning for medical image segmentation: State-of-the-art advancements and challenges (Apr 2024)
Eshmam Rayed , S.M. Sajibul Islam , Sadia Islam Niha , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha
Informatics in Medicine Unlocked (IMU)

Tea leaf age quality: Age-stratified tea leaf quality classification dataset (Apr 2024)
Md Mohsin Kabir, Md Sadman Hafiz , Shattik Bandyopadhyaa , Jamin Rahman Jim , M.F. Mridha
Data in Brief (dib24)

Arabic Speech Recognition: Advancement and Challenges (Mar 2024)
Ashifur Rahman , Md Mohsin Kabir, M.F. Mridha , Mohammed Alatiyyah , HAIFA F. ALHASSON , SHUAA S. ALHARBI
Journal of IEEE Access (IEEE-Access)

Detection of COVID-19, pneumonia, and tuberculosis from radiographs using AI-driven knowledge distillation (Feb 2024)
Md Mohsin Kabir, M.F. Mridha , Ashifur Rahman , Md. Abdul Hamid , Muhammad Mostafa Monowar
Heliyon (hel2024)

Generative Adversarial Networks (GANs) in Medical Imaging: Advancements, Applications and Challenges (Feb 2024)
SHOWROV ISLAM , HADIUR RAHMAN NABIL , Jamin Rahman Jim , M.F. Mridha , Md Mohsin Kabir, NOBUYOSHI ASAI , Jungpil Shin
Journal of IEEE Access (IEEE-Access)

Machine learning and deep learning for user authentication and authorization in cybersecurity: A state-of-the-art review (Feb 2024)
Zinniya Taffannum Pritee , Mehedi Hasan Anik , Saida Binta Alam , Jamin Rahman Jim , Md Mohsin Kabir, M.F. Mridha
Computers & Security (Co&S)

Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review (Jan 2024)
Jamin Rahman Jim , Md Apon Riaz Talukder , Partha Malakar , Md Mohsin Kabir, Kamruddin Nur , M.F. Mridha
Natural Language Processing Journal (NLP Journal)

Palm Leaf Health Management: A Hybrid Approach for Automated Disease Detection and Therapy Enhancement (Jan 2024)
S. M. Nuruzzaman Nobel , MD. ASIF IMRAN , NAHIDA ZAMAN BINA , Md Mohsin Kabir, Mejdl Safran , Sultan Alfarhood , M.F. Mridha
Journal of IEEE Access (IEEE-Access)

Machine learning enabled IoT system for soil nutrients monitoring and crop recommendation (Nov 2023)
Md Reazul Islam , Khondokar Oliullah , Md Mohsin Kabir, Munzirul Alom , M.F. Mridha
Journal of Agriculture and Food Research (jafr2024)

Toward Trustworthy Metaverse: Advancements and Challenges (Oct 2023)
Jamin Rahman Jim , MD. TANZIB HOSAIN , M.F. Mridha , Md Mohsin Kabir, Jungpil Shin
Journal of IEEE Access (IEEE-Access)

Recurrent ALBERT for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations (Sep 2023)
Ashfia Jannat Keya , Sayefa Arafah Arpona , Md Mohsin Kabir, M.F. Mridha
Cognitive Computation and Systems (ccs2024)

Advancing Wildlife Protection: Mask R-CNN for Rail Track Identification and Unwanted Object Detection (Sep 2023)
Mr. Istiak Mahmud , Md Mohsin Kabir, Jungpil Shin , Chayan Mistry , Yoichi Tomioka , M.F. Mridha
Journal of IEEE Access (IEEE-Access)

Cardiac Failure Forecasting Based on Clinical Data Using a Lightweight Machine Learning Metamodel (Jul 2023)
Mr. Istiak Mahmud , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran , Dunren Che
Diagnostics (Diagnostics)

G-BERT: An Efficient Method for Identifying Hate Speech in Bengali Texts on Social Media (Jul 2023)
Ashfia Jannat Keya , Md Mohsin Kabir, Nusrat Jahan Shammey , M.F. Mridha , Md Rashedul Islam , Yutaka Watanobe
Journal of IEEE Access (IEEE-Access)

Secure Your Steps: A Class-Based Ensemble Framework for Real-Time Fall Detection Using Deep Neural Networks (Jun 2023)
Md Mohsin Kabir, Jungpil Shin , M.F. Mridha
Journal of IEEE Access (IEEE-Access)

Deep Learning-Based IoT System for Remote Monitoring and Early Detection of Health Issues in Real-Time (May 2023)
Md Reazul Islam , Md Mohsin Kabir, M.F. Mridha , Sultan Alfarhood , Mejdl Safran , Dunren Che
Sensors Journal (Sensors)

An Unsupervised Writer Identification Based on Generating Clusterable Embeddings (Feb 2023)
M.F. Mridha , Zabir Mohammad , Md Mohsin Kabir, Aklima Akter Lima , Sujoy Chandra Das , Md Rashedul Islam , Yutaka Watanobe
Computer Systems Science and Engineering (CSSE)

A comprehensive survey on the progress, process, and challenges of lung cancer detection and classification (Dec 2022)
M.F. Mridha , Akibur Rahman Prodeep , A. S. M. Morshedul Hoque , Md Rashedul Islam , Aklima Akter Lima , Md Mohsin Kabir, Md. Abdul Hamid , Yutaka Watanobe
Journal of Healthcare Engineering (JHE)

Self-Writer: Clusterable Embedding Based Self-Supervised Writer Recognition from Unlabeled Data (Dec 2022)
Zabir Mohammad , Md Mohsin Kabir, Muhammad Mostafa Monowar , Md. Abdul Hamid , M.F. Mridha
Mathematics (Mathematics)

How can we manage Offensive Text in Social Media -A Text Classification Approach using LSTM-BOOST (Jul 2022)
Md. Anwar Hussen Wadud , Md Mohsin Kabir, M.F. Mridha , M. Ameer Ali , Md. Abdul Hamid , Muhammad Mostafa Monowar
International Journal of Information Management (IJIM)

Content-Based Image Retrieval Using AutoEmbedder (May 2022)
Md Mohsin Kabir, Adit Ishraq , Kamruddin Nur , M.F. Mridha
Journal of Advances in Information Technology (JAIT)

A Comprehensive Survey on the Detection, Classification, and Challenges of Neurological Disorders (Mar 2022)
Aklima Akter Lima , M.F. Mridha , Sujoy Chandra Das , Md Mohsin Kabir, Md Rashedul Islam , Yutaka Watanobe
Biology MDPI (Biology)

A Survey of Automatic Text Summarization: Progress, Process and Challenges (Nov 2021)
M.F. Mridha , Aklima Akter Lima , Kamruddin Nur , Sujoy Chandra Das , Mahmud Hasan , Md Mohsin Kabir
Journal of IEEE Access (IEEE-Access)

Brain-Computer Interface: Advancement and Challenges (Aug 2021)
M.F. Mridha , Sujoy Chandra Das , Md Mohsin Kabir, Aklima Akter Lima , Md Rashedul Islam , Yutaka Watanobe
Sensors Journal (Sensors)

A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities (May 2021)
Md Mohsin Kabir, M.F. Mridha , Jungpil Shin , Israt Jahan , Md Abu Quwsar Ohi
Journal of IEEE Access (IEEE-Access)

BanglaWriting: A multi-purpose offline Bangla handwriting dataset
M.F. Mridha , Md Abu Quwsar Ohi , M. Ameer Ali , Mazedul Islam Emon , Md Mohsin Kabir
Data in Brief (dib24)

A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts
M.F. Mridha , Md Abu Quwsar Ohi , Jungpil Shin , Md Mohsin Kabir, Muhammad Mostafa Monowar , Md. Abdul Hamid
Journal of IEEE Access (IEEE-Access)

Conference/Workshop Paper (3)

An Integrative Machine Learning Strategy for the Prognosis of Heart Disease (Oct 2024)
Md. Ashraful Hossain , S. M. Nuruzzaman Nobel , Md Mohsin Kabir, M.F. Mridha
International Conference on Advances in Information Communication Technology & Computing (ICAICTC 2024)

Road Sign Detection Using Variants of YOLO and R-CNN: An Analysis from the Perspective of Bangladesh (Dec 2021)
Aklima Akter Lima , Md Mohsin Kabir, Sujoy Chandra Das , Md.Nahid Hasan , M.F. Mridha
International Conference on Big Data, IoT, and Machine Learning (BIM 2021)

Forecasting Closing Price of Stock Market Using LSTM Network: An Analysis from the Perspective of Dhaka Stock Exchange (Dec 2021)
Md Mohsin Kabir, Aklima Akter Lima , M.F. Mridha , Md. Abdul Hamid , Muhammad Mostafa Monowar
International Conference on Big Data, IoT, and Machine Learning (BIM 2021)

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