Unscented Kalman Filter Based on Spectrum Sensing in a Cognitive Radio Network Using an Adaptive Fuzzy System. - Md. Ruhul Amin; Md. Mahbubur Rahman; Mohammad Amazad Hossain; Md. Khairul Islam; Kazi Mowdud Ahmed; Bikash Chandra Singh; Md. Sipon Miah (Big Data Cogn. Comput., 2018)

Automatic Human Brain Tumor Detection in MRI Image Using Template-Based K Means and Improved Fuzzy C Means Clustering Algorithm. - Md. Shahariar Alam; Md. Mahbubur Rahman; Mohammad Amazad Hossain; Md. Khairul Islam; Kazi Mowdud Ahmed; Khandaker Takdir Ahmed; Bikash Chandra Singh; Md. Sipon Miah (Big Data Cogn. Comput., 2019)

Accepted or Abandoned? Predicting the Fate of Code Changes. - Md. Khairul Islam; Toufique Ahmed; Fahim Ahmed; Anindya Iqbal (CoRR, 2019)

Network Anomaly Detection Using LightGBM: A Gradient Boosting Classifier. - Md. Khairul Islam; Prithula Hridi; Md. Shohrab Hossain; Husnu S. Narman (ITNAC, 2020)

Enhanced Sensing and Sum-Rate Analysis in a Cognitive Radio-Based Internet of Things. - Md. Sipon Miah; Kazi Mowdud Ahmed; Md. Khairul Islam; Md. Ashek Raihan Mahmud; Md. Mahbubur Rahman; Heejung Yu (Sensors, 2020)

Sentiment Analysis of Microblogging dataset on Coronavirus Pandemic. - Nosin Ibna Mahbub; Md. Rakibul Islam; Md. Al Amin; Md. Khairul Islam; Bikash Chandra Singh; Md. Imran Hossain Showrov; Anirudda Sarkar (CoRR, 2021)

People Thoughts Prediction Using Machine Learning on Online Shopping in Bangladesh During COVID-19 Pandemic. - Sharmin Akter; Md. Khairul Islam; Md. Nabir Hossain; Mahfuzur Rahman; Syeda Jannatul Boshra (ICCCNT, 2022)

Wheat Production Forecasting in Bangladesh Using Deep Learning Techniques. - Kohinoor Haque; Md. Khairul Islam; Abdus Sattar (ICCCNT, 2022)

Early Exposing Cardiovascular Disease Identification Using Machine Learning Approach. - Md. Khairul Islam; Syeda Jannatul Boshra; Mahfuzur Rahman; Md. Nabir Hossain; Abdus Sattar (ICCCNT, 2022)

Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior. - Maksuda Akter Rubi; Md. Hasan Imam Bijoy; Shanjida Chowdhury; Md. Khairul Islam (ICCCNT, 2022)

Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification. - Sultana Umme Habiba; Md. Khairul Islam; Lutfun Nahar; Farzana Tasnim; Mohammad Shahadat Hossain; Karl Andersson 001 (ICO, 2022)

Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models. - Md. Khairul Islam; Di Zhu; Yingzheng Liu; Andrej Erkelens; Nick Daniello; Judy Fox (CoRR, 2022)

Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights. - Md. Manjurul Ahsan; Tareque Abu Abdullah; Md Shahin Ali; Fatematuj Jahora; Md. Khairul Islam; Amin G. Alhashim; Kishor Datta Gupta (CoRR, 2022)

Early prediction for merged vs abandoned code changes in modern code reviews. - Md. Khairul Islam; Toufique Ahmed; Rifat Shahriyar; Anindya Iqbal; Gias Uddin 001 (Inf. Softw. Technol., 2022)

Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images. - Sultana Umme Habiba; Tanoy Debnath; Md. Khairul Islam; Lutfun Nahar; Mohammad Shahadat Hossain; Nanziba Basnin; Karl Andersson 001 (BI, 2023)

MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. - Arup Kumar Sarker; Md. Khairul Islam; Yuan Tian 001; Geoffrey C. Fox (CPS-IoT Week Workshops, 2023)

Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models. - Md. Khairul Islam; Yingzheng Liu; Andrej Erkelens; Nick Daniello; Aparna Marathe; Judy Fox (ICDH, 2023)

MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. - Arup Kumar Sarker; Md. Khairul Islam; Yuan Tian (CoRR, 2023)

Population Age Group Sensitivity for COVID-19 Infections with Deep Learning. - Md. Khairul Islam; Tyler Valentine; Royal Wang; Levi Davis; Matt Manner; Judy Fox (CoRR, 2023)

Deep transfer learning approaches for Monkeypox disease diagnosis. - Md. Manjurul Ahsan; Muhammad Ramiz Uddin; Md Shahin Ali; Md. Khairul Islam; Mithila Farjana; Ahmed Nazmus Sakib; Khondhaker Al Momin; Shahana Akter Luna (Expert Syst. Appl., 2023)

Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models. - Md. Khairul Islam (AAAI, 2024)

Large Language Models for Financial Aid in Financial Time-series Forecasting. - Md. Khairul Islam; Ayush Karmacharya; Timothy Joowon Sue; Judy Fox (IEEE Big Data, 2024)

Enhancing Data Integrity and Traceability in Industry Cyber Physical Systems (ICPS) through Blockchain Technology: A Comprehensive Approach. - Muhammad Imam Hussain; Md. Khairul Islam; Shaharier Arafat Sumon; Shahana Akter Luna; Mohammad Ikbal Hossain; Afroja Akther (Adv. Artif. Intell. Mach. Learn., 2024)

Unlocking the Potential of XAI for Improved Alzheimer's Disease Detection and Classification Using a ViT-GRU Model. - S. M. Mahim; Md Shahin Ali; Md. Olid Hasan; Abdullah Al Nomaan Nafi; Arefin Sadat; Shakib Al Hasan; Bryar Shareef; Md. Manjurul Ahsan; Md. Khairul Islam; Md. Sipon Miah; Mingbo Niu (IEEE Access, 2024)

TransMixer-AF: Advanced Real-Time Detection of Atrial Fibrillation Utilizing Single-Lead Electrocardiogram Signals. - S. M. Mahim; Md Emamul Hossen; Shakib Al Hasan; Md. Khairul Islam; Zafar Iqbal; Mohammad Alibakhshikenari; Mario Collotta; Md. Sipon Miah (IEEE Access, 2024)

Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections. - Md. Khairul Islam; Tyler Valentine; Timothy Joowon Sue; Ayush Karmacharya; Luke Neil Benham; Zhengguang Wang; Kingsley Kim; Judy Fox (CoRR, 2024)

Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. - Md Shahin Ali; Md. Manjurul Ahsan; Lamia Tasnim; Sadia Afrin; Koushik Biswas; Md Maruf Hossain; Md Mahfuz Ahmed; Ronok Hashan; Md. Khairul Islam; Shivakumar Raman (CoRR, 2024)

Does Differential Privacy Impact Bias in Pretrained NLP Models? - Md. Khairul Islam; Andrew Wang; Tianhao Wang; Yangfeng Ji; Judy Fox; Jieyu Zhao 001 (CoRR, 2024)

WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models. - Md. Khairul Islam; Judy Fox (CoRR, 2024)

Does Differential Privacy Impact Bias in Pretrained Language Models? - Md. Khairul Islam; Andrew Wang; Tianhao Wang; Yangfeng Ji; Judy Fox; Jieyu Zhao 001 (IEEE Data Eng. Bull., 2024)

Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach. - Md. Khairul Islam; Md Mahbubur Rahman; Md Shahin Ali; S. M. Mahim; Md. Sipon Miah (Image Vis. Comput., 2024)

Boosting Cervical Cancer Prediction Leveraging a Hybrid FT-Transformer Model. - Md Emamul Hossen; S. M. Mahim; Shakib Al Hasan; Md. Khairul Islam; Md. Shohidul Islam; Salahuddin Khan; Mohammad Alibakhshikenari; Peiman Parand; Md. Sipon Miah (IEEE Access, 2025)

Targeting MMP-7 in idiopathic pulmonary fibrosis: An integrative in vivo and in silico evaluation of the therapeutic potential of Tylophora indica. - Dibyendu Halder; Md Sabbir Khan; Than Sue; Mohammad Ali; Umme Mim Sad Jahan; Md Atiquzzaman; Marina Khatun; Md. Khairul Islam; Rabeya Bashree Keya; Arif Hasan; Md Asaduzzaman Sikder (Comput. Biol. Medicine, 2025)

A novel hybrid ViT-LSTM model with explainable AI for brain stroke detection and classification in CT images: A case study of Rajshahi region. - Md Maruf Hossain; Md Mahfuz Ahmed; Abdullah Al Nomaan Nafi; Md. Rakibul Islam; Md Shahin Ali; Jahurul Haque; Md. Sipon Miah; Md Mahbubur Rahman; Md. Khairul Islam (Comput. Biol. Medicine, 2025)

Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI. - Mills Staylor; Amirreza Dolatpour Fathkouhi; Md. Khairul Islam; Kaleigh O'Hara; Ryan Ghiles Goudjil; Geoffrey Fox; Judy Fox (CoRR, 2025)