Asadullah Hill Galib

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Feature Elimination

Spatiotemporal Data

Top Venues

Publications

Yue Deng, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
Unraveling Block Maxima Forecasting Models with Counterfactual Explanation. KDD (2024)
Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series. ICDM (2023)
Asadullah Hill Galib, Bidhan Bashyal
On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense. CoRR (2023)
Asadullah Hill Galib, Andrew McDonald, Pang-Ning Tan, Lifeng Luo
Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning. IJCAI (2023)
Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models. KDD (2022)
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. CoRR (2022)
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data. IJCAI (2022)
Asadullah Hill Galib, B. M. Mainul Hossain
Significant API Calls in Android Malware Detection (Using Feature Selection Techniques and Correlation Based Feature Elimination). SEKE (2020)
Asadullah Hill Galib, Nadia Nahar, B. M. Mainul Hossain
The Influences of Pre-birth Factors in Early Assessment of Child Mortality using Machine Learning Techniques. CoRR (2020)
Rafed Muhammad Yasir, Moumita Asad, Asadullah Hill Galib, Kishan Kumar Ganguly, Md. Saeed Siddik
GodExpo: an automated god structure detection tool for Golang. IWOR@ICSE (2019)