Md. Khairul Islam

39 papers A* 1B 1Misc 1Journal 28Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A hybrid swin transformer-BiLSTM framework and ensemble learning for multimodal brain stroke detection and risk prediction. Comput. Biol. Medicine Md Mahfuz Ahmed, Md. Maruf Hossain, Md. Rakibul Hasan Rakib, Ronok Hashan, Md. Touhid Hasan Nirob, Md. Khairul Islam
2026	J	`jnl`	Cosmo3DFlow: Wavelet Flow Matching for Spatial-to-Spectral Compression in Reconstructing the Early Universe. CoRR Md. Khairul Islam, Zeyu Xia, Ryan Ghiles Goudjil, Jialu Wang, Arya Farahi, Judy Fox
2026	J	`jnl`	OmniSpectra: A Unified Foundation Model for Native Resolution Astronomical Spectra. CoRR Md. Khairul Islam, Judy Fox
2025	J	`jnl`	A novel hybrid ViT-LSTM model with explainable AI for brain stroke detection and classification in CT images: A case study of Rajshahi region. Comput. Biol. Medicine 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
2025	J	`jnl`	Boosting Cervical Cancer Prediction Leveraging a Hybrid FT-Transformer Model. IEEE Access Md Emamul Hossen, S. M. Mahim, Shakib Al Hasan, Md. Khairul Islam, Md. Shohidul Islam, Salahuddin Khan, Mohammad Alibakhshikenari, Peiman Parand, Md. Sipon Miah
2025	J	`jnl`	Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI. CoRR Mills Staylor, Amirreza Dolatpour Fathkouhi, Md. Khairul Islam, Kaleigh O'Hara, Ryan Ghiles Goudjil, Geoffrey Fox, Judy Fox
2025	J	`jnl`	Targeting MMP-7 in idiopathic pulmonary fibrosis: An integrative in vivo and in silico evaluation of the therapeutic potential of Tylophora indica. Comput. Biol. Medicine 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
2024	J	`jnl`	Does Differential Privacy Impact Bias in Pretrained Language Models? IEEE Data Eng. Bull. Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao
2024	J	`jnl`	Does Differential Privacy Impact Bias in Pretrained NLP Models? CoRR Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao
2024	J	`jnl`	Enhancing Data Integrity and Traceability in Industry Cyber Physical Systems (ICPS) through Blockchain Technology: A Comprehensive Approach. Adv. Artif. Intell. Mach. Learn. Muhammad Imam Hussain, Md. Khairul Islam, Shaharier Arafat Sumon, Shahana Akter Luna, Mohammad Ikbal Hossain, Afroja Akther
2024	J	`jnl`	Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach. Image Vis. Comput. Md. Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, S. M. Mahim, Md. Sipon Miah
2024	J	`jnl`	Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. CoRR 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
2024	J	`jnl`	Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections. CoRR Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox
2024	B	`conf`	Large Language Models for Financial Aid in Financial Time-series Forecasting. IEEE Big Data Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox
2024	J	`jnl`	Large Language Models for Financial Aid in Financial Time-series Forecasting. CoRR Md. Khairul Islam, Ayush Karmacharya, Timothy Joowon Sue, Judy Fox
2024	A*	`conf`	Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models. AAAI Md. Khairul Islam
2024	J	`jnl`	TransMixer-AF: Advanced Real-Time Detection of Atrial Fibrillation Utilizing Single-Lead Electrocardiogram Signals. IEEE Access S. M. Mahim, Md Emamul Hossen, Shakib Al Hasan, Md. Khairul Islam, Zafar Iqbal, Mohammad Alibakhshikenari, Mario Collotta, Md. Sipon Miah
2024	J	`jnl`	Unlocking the Potential of XAI for Improved Alzheimer's Disease Detection and Classification Using a ViT-GRU Model. IEEE Access 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
2024	J	`jnl`	WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models. CoRR Md. Khairul Islam, Judy Fox
2023	J	`jnl`	Deep transfer learning approaches for Monkeypox disease diagnosis. Expert Syst. Appl. Md. Manjurul Ahsan, Muhammad Ramiz Uddin, Md Shahin Ali, Md. Khairul Islam, Mithila Farjana, Ahmed Nazmus Sakib, Khondhaker Al Momin, Shahana Akter Luna
2023	—	`conf`	Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models. ICDH Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox
2023	—	`conf`	MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. CPS-IoT Week Workshops Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian, Geoffrey C. Fox
2023	J	`jnl`	MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. CoRR Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian
2023	J	`jnl`	Population Age Group Sensitivity for COVID-19 Infections with Deep Learning. CoRR Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox
2023	—	`conf`	Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images. BI Sultana Umme Habiba, Tanoy Debnath, Md. Khairul Islam, Lutfun Nahar, Mohammad Shahadat Hossain, Nanziba Basnin, Karl Andersson
2022	—	`conf`	Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification. ICO Sultana Umme Habiba, Md. Khairul Islam, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
2022	—	`conf`	Early Exposing Cardiovascular Disease Identification Using Machine Learning Approach. ICCCNT Md. Khairul Islam, Syeda Jannatul Boshra, Mahfuzur Rahman, Md. Nabir Hossain, Abdus Sattar
2022	J	`jnl`	Early prediction for merged vs abandoned code changes in modern code reviews. Inf. Softw. Technol. Md. Khairul Islam, Toufique Ahmed, Rifat Shahriyar, Anindya Iqbal, Gias Uddin
2022	J	`jnl`	Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models. CoRR Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox
2022	—	`conf`	Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior. ICCCNT Maksuda Akter Rubi, Md. Hasan Imam Bijoy, Shanjida Chowdhury, Md. Khairul Islam
2022	—	`conf`	People Thoughts Prediction Using Machine Learning on Online Shopping in Bangladesh During COVID-19 Pandemic. ICCCNT Sharmin Akter, Md. Khairul Islam, Md. Nabir Hossain, Mahfuzur Rahman, Syeda Jannatul Boshra
2022	J	`jnl`	Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights. CoRR Md. Manjurul Ahsan, Tareque Abu Abdullah, Md Shahin Ali, Fatematuj Jahora, Md. Khairul Islam, Amin G. Alhashim, Kishor Datta Gupta
2022	—	`conf`	Wheat Production Forecasting in Bangladesh Using Deep Learning Techniques. ICCCNT Kohinoor Haque, Md. Khairul Islam, Abdus Sattar
2021	J	`jnl`	Sentiment Analysis of Microblogging dataset on Coronavirus Pandemic. CoRR Nosin Ibna Mahbub, Md. Rakibul Islam, Md. Al Amin, Md. Khairul Islam, Bikash Chandra Singh, Md. Imran Hossain Showrov, Anirudda Sarkar
2020	J	`jnl`	Enhanced Sensing and Sum-Rate Analysis in a Cognitive Radio-Based Internet of Things. Sensors Md. Sipon Miah, Kazi Mowdud Ahmed, Md. Khairul Islam, Md. Ashek Raihan Mahmud, Md. Mahbubur Rahman, Heejung Yu
2020	Misc	`conf`	Network Anomaly Detection Using LightGBM: A Gradient Boosting Classifier. ITNAC Md. Khairul Islam, Prithula Hridi, Md. Shohrab Hossain, Husnu S. Narman
2019	J	`jnl`	Accepted or Abandoned? Predicting the Fate of Code Changes. CoRR Md. Khairul Islam, Toufique Ahmed, Fahim Ahmed, Anindya Iqbal
2019	J	`jnl`	Automatic Human Brain Tumor Detection in MRI Image Using Template-Based K Means and Improved Fuzzy C Means Clustering Algorithm. Big Data Cogn. Comput. Md. Shahariar Alam, Md. Mahbubur Rahman, Mohammad Amazad Hossain, Md. Khairul Islam, Kazi Mowdud Ahmed, Khandaker Takdir Ahmed, Bikash Chandra Singh, Md. Sipon Miah
2018	J	`jnl`	Unscented Kalman Filter Based on Spectrum Sensing in a Cognitive Radio Network Using an Adaptive Fuzzy System. Big Data Cogn. Comput. Md. Ruhul Amin, Md. Mahbubur Rahman, Mohammad Amazad Hossain, Md. Khairul Islam, Kazi Mowdud Ahmed, Bikash Chandra Singh, Md. Sipon Miah