Publications

• TOTAL pUBLICATIONS 

Journals (Published):

• Wheat Disease Analysis Using Transformer Models with Reinforced Linear Attention and Federated Learning
  Md Fahim Ul Islam , Amitabha Chakrabarty, Sarder Tanvir Ahmed, Rafeed Rahman, and Md. Jalil Piran
  IEEE Access, 2024 (Q1, Impact Factor: 3.4)

• Wildfire Detection Powered by Involutional Neural Network and Multi-Task Learning with Dark Channel Prior Technique
  Md Fahim Ul Islam , Noshin Tabassum, Amitabha Chakrabarty, Syed Mahfuzul Aziz, Mahdieh Shirmohammadi, Nasim Khonsari, and Md. Jalil Piran
  Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024 (Q1, Impact Factor: 4.7)

• An Interpretable Fusion Model Integrating Lightweight CNN and Transformer Architectures for Rice Leaf Disease Identification
  Amitabha Chakrabarty*, Sarder Tanvir Ahmed*,  Md Fahim Ul Islam*, Syed Mahfuzul Aziz, Siti Sarah Maidin
  Ecological Informatics, 2024 (Q1, Impact Factor: 5.8)

• Wildfire Prediction in the United States Using Time Series Forecasting Models
  Muhammad Khubayeeb Kabir, Kawshik Kumar Ghosh*,  Md Fahim Ul Islam*, Jia Uddin
  Annals of Emerging Technologies in Computing (AETiC), 2024 (Q2, Impact Factor: 0.73)

Journals (Peer Reviewed):

• FedKAN: A Resource-Efficient Federated Learning Framework for Intrusion Detection in IoMT Networks
  Md Fahim Ul Islam , Amitabha Chakrabarty, and Md. Golam Rabiul Alam
  IEEE Transactions on Consumer Electronics, 2024 (Q1, Impact Factor: 4.3 [Under Review])

• Secure DNS Traffic Control with Federated Ensemble-Learning and Homomorphic Encryption
  Md Fahim Ul Islam, Syed Abed Hossain, Mehedi Hasan, Md. Tahmid Rahman, Amitabha Chakrabarty, Md. Golam Rabiul Alam, Hyeonjeon Moon, Md. Jalil Piran
  Expert Systems With Applications, 2024 (Q1, Impact Factor: 8.5 [Under Review])

• Advancing Mango Leaf Variant Identification with a Robust Multi-Layer Perceptron Model
  Md Fahim Ul Islam, Amitabha Chakrabarty, Rafeed Rahman, Hyeonjoon Moon, Md. Jalil Piran
  Scientific Reports Nature, 2024 (Q1, Impact Factor: 3.8 [Under Review])

• Involution-based Autoencoder for Denoising Histopathological Images
  Md. Farhadul Islam, Md. Tanzim Reza, Meem Arafat Manab, Sarah Zabeen,  Md Fahim Ul Islam, Md. Fahim Shahriar, Mohammad Kaykobad, Jannatun Noor
  Computer Methods and Programs in Biomedicine, 2024 (Q1, Impact Factor: 4.9 [Under Review])

• Conferences

• Real-time Mastitis Detection in Livestock Using Deep Learning and Machine Learning Leveraging Edge Devices

• Authors: Kawshik Kumar Ghosh, Md Fahim Ul Islam , Abrar Ahsan Efaz, Amitabha Chakrabarty, Shahriar Hossain
  Conference: International Symposium on Medical Information Communication Technology (ISMICT), 2023

• Decoding Emotions: Leveraging Machine Learning to Analyze Emotional Expression for Deeper Mental Health Insights

• Authors: Md Wahiduzzaman, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 2024

• Multilingual Sentiment Analysis on Social Media: Harnessing Deep Learning for Enhanced Insights and Decision Support for Foreign Travelers

• Authors: Mehedi Hasan, Md. Tahmid Rahman, Abu Hasnayen Zillanee, Md. Golam Rabiul Alam, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024

• Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis

• Authors: Tasnim Sakib Apon, Md Fahim-Ul-Islam, Nafiz Imtiaz Rafin, Joya Akter, Md Golam Rabiul Alam
  Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024

• Utilizing Deep Learning Architectures for Early Detection of Lung Diseases in Chest X-ray Images

• Authors: Sarder Tanvir Ahmed, Mohammad Fairoz Mahdin, Shomtirtha Barua, Fahim Shariar Abir, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023

• Deep Learning Based Crowd Monitoring And Person Identification System 

• Authors: Mohammad Fahim Haque, Tawhid Al Muhaimin Choudhury, Dipto Sarkar, Samiul Hoque Rafi, Md Shajidur Rahim, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023

•  Gastrointestinal Insights Redefined: An Integrated Hybrid Model Fusing Vision Transformer and Transfer Learning

• Authors:  Shahriar Hossain, Rafeed Rahman, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024

•  Enhancing Transparency in Transport Mode Detection: An Interpretable Ensemble Model Classifier

• Authors: Azwad Aziz, Nafisa Khan Youkee, Fariha Shams Ahmed, Sandia Tasnim, Md Fahim-Ul-Islam, Amitabha Chakrabarty
  Conference: International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 2024

• Enhancing Monkeypox Diagnosis for Skin Lesion Classification

• Authors: Namirah Nazmee, Mashyat Samiha Alli, Khusbo Alam,  Amitabha Chakrabarty,  Md Fahim-Ul-Islam
  Conference: 26th International Conference on Computer and Information Technology (ICCIT), 2023

• Posters

• Vitamin D Deficiency Detection: A Novel Ensemble Approach with Interpretability Insights

• Authors: Md Fahim-Ul-Islam, Mehedi Hasan, Md Tahmid Rahman , Amitabha Chakrabarty
  Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024

•  CoAtNet-Lite: Advancing Mammogram Mass Detection Through Lightweight CNN-Transformer Fusion with Attention Mapping

• Authors:  Sarder Tanvir Ahmed, Shomtirtha Barura,  Md Fahim-Ul-Islam , Amitabha Chakrabarty
  Conference: 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 2024