WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models
Published in [under review], 2024
Md. Khairul Islam, and Judy Fox.
Publications
You can also find my articles on my Google Scholar profile.
Large Language Models for Financial Aid in Financial Time-series Forecasting
Published in The IEEE BigData 2024 International Workshop on Large Language Models for Finance, 2024
Md. Khairul Islam, Ayush Karmacharya, Timothy Sue, and Judy Fox.Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections
Published in AAAI'24 WORKSHOP: AI FOR TIME SERIES ANALYSIS (AI4TS), 2024
Md. Khairul Islam, Tyler Valentine, Timothy Joowon Sue, Ayush Karmacharya, Luke Neil Benham, Zhengguang Wang, Kingsley Kim, and Judy Fox.Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models
Published in Twenty-Ninth AAAI/SIGAI Doctoral Consortium, 2024
Md. Khairul Islam, and Judy Fox.Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models
Published in IEEE International Conference on Digital Health, 2023
Md. Khairul Islam, Yingzheng Liu, Andrej Erkelen, Nick Daniello, Aparna Marathe, and Judy Fox.MVAM: Multi-variant Attacks on Memory for IoT Trust Computing
Published in Proceedings of Cyber-Physical Systems and Internet of Things Week, 2023
Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian, and Geoffrey Fox.Does Differential Privacy Impact Bias in Pretrained NLP Models?
Published in AAAI Workshop on Privacy-Preserving Artificial Intelligence, 2023
Md Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, and Jieyu Zhao.Early prediction for merged vs abandoned code changes in modern code reviews
Published in Information and Software Technology, 2022
Islam K, Ahmed T, Shahriyar R, Iqbal A, Uddin G.Network Anomaly Detection Using LightGBM: A Gradient Boosting Classifier
Published in International Telecommunication Networks and Applications Conference (ITNAC), 2020
Md. Khairul Islam, Prithula Hridi, M. S. Hossain and H. S. Narman.