Md. Khairul Islam

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Cognitive Radio

Temporal Dependencies

Fuzzy C Means Clustering Algorithm

Top Venues

Big Data Cogn. Comput.

Publications

Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, Judy Fox
Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections. CoRR (2024)
Md. Khairul Islam
Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models. AAAI (2024)
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
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. CoRR (2024)
Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao
Does Differential Privacy Impact Bias in Pretrained Language Models? IEEE Data Eng. Bull. 47 (2) (2024)
Md. Khairul Islam, Md Mahbubur Rahman, Md Shahin Ali, S. M. Mahim, Md. Sipon Miah
Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach. Image Vis. Comput. 142 (2024)
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
Unlocking the Potential of XAI for Improved Alzheimer's Disease Detection and Classification Using a ViT-GRU Model. IEEE Access 12 (2024)
Sultana Umme Habiba, Tanoy Debnath, Md. Khairul Islam, Lutfun Nahar, Mohammad Shahadat Hossain, Nanziba Basnin, Karl Andersson
Transfer Learning-Assisted DementiaNet: A Four Layer Deep CNN for Accurate Alzheimer's Disease Detection from MRI Images. BI (2023)
Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian
MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. CoRR (2023)
Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian, Geoffrey Fox
MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. CPS-IoT Week Workshops (2023)
Md. Manjurul Ahsan, Muhammad Ramiz Uddin, Md Shahin Ali, Md. Khairul Islam, Mithila Farjana, Ahmed Nazmus Sakib, Khondhaker Al Momin, Shahana Akter Luna
Deep transfer learning approaches for Monkeypox disease diagnosis. Expert Syst. Appl. 216 (2023)
Md. Khairul Islam, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Aparna Marathe, Judy Fox
Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models. ICDH (2023)
Md. Khairul Islam, Tyler Valentine, Royal Wang, Levi Davis, Matt Manner, Judy Fox
Population Age Group Sensitivity for COVID-19 Infections with Deep Learning. CoRR (2023)
Maksuda Akter Rubi, Md. Hasan Imam Bijoy, Shanjida Chowdhury, Md. Khairul Islam
Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior. ICCCNT (2022)
Sharmin Akter, Md. Khairul Islam, Md. Nabir Hossain, Mahfuzur Rahman, Syeda Jannatul Boshra
People Thoughts Prediction Using Machine Learning on Online Shopping in Bangladesh During COVID-19 Pandemic. ICCCNT (2022)
Md. Khairul Islam, Syeda Jannatul Boshra, Mahfuzur Rahman, Md. Nabir Hossain, Abdus Sattar
Early Exposing Cardiovascular Disease Identification Using Machine Learning Approach. ICCCNT (2022)
Sultana Umme Habiba, Md. Khairul Islam, Lutfun Nahar, Farzana Tasnim, Mohammad Shahadat Hossain, Karl Andersson
Brain-DeepNet: A Deep Learning Based Classifier for Brain Tumor Detection and Classification. ICO (2022)
Kohinoor Haque, Md. Khairul Islam, Abdus Sattar
Wheat Production Forecasting in Bangladesh Using Deep Learning Techniques. ICCCNT (2022)
Md. Manjurul Ahsan, Tareque Abu Abdullah, Md Shahin Ali, Fatematuj Jahora, Md. Khairul Islam, Amin G. Alhashim, Kishor Datta Gupta
Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights. CoRR (2022)
Md. Khairul Islam, Di Zhu, Yingzheng Liu, Andrej Erkelens, Nick Daniello, Judy Fox
Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models. CoRR (2022)
Nosin Ibna Mahbub, Md. Rakibul Islam, Md. Al Amin, Md. Khairul Islam, Bikash Chandra Singh, Md. Imran Hossain Showrov, Anirudda Sarkar
Sentiment Analysis of Microblogging dataset on Coronavirus Pandemic. CoRR (2021)
Md. Sipon Miah, Kazi Mowdud Ahmed, Md. Khairul Islam, Md. Ashek Raihan Mahmud, Md. Mahbubur Rahman, Heejung Yu
Enhanced Sensing and Sum-Rate Analysis in a Cognitive Radio-Based Internet of Things. Sensors 20 (9) (2020)
Md. Khairul Islam, Prithula Hridi, Md. Shohrab Hossain, Husnu S. Narman
Network Anomaly Detection Using LightGBM: A Gradient Boosting Classifier. ITNAC (2020)
Md. Shahariar Alam, Md. Mahbubur Rahman, Mohammad Amazad Hossain, Md. Khairul Islam, Kazi Mowdud Ahmed, Khandaker Takdir Ahmed, Bikash Chandra Singh, Md. Sipon Miah
Automatic Human Brain Tumor Detection in MRI Image Using Template-Based K Means and Improved Fuzzy C Means Clustering Algorithm. Big Data Cogn. Comput. 3 (2) (2019)
Md. Ruhul Amin, Md. Mahbubur Rahman, Mohammad Amazad Hossain, Md. Khairul Islam, Kazi Mowdud Ahmed, Bikash Chandra Singh, Md. Sipon Miah
Unscented Kalman Filter Based on Spectrum Sensing in a Cognitive Radio Network Using an Adaptive Fuzzy System. Big Data Cogn. Comput. 2 (4) (2018)