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Asadullah Hill Galib
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2020 – today
- 2023
- [c6]Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo:
SimEXT: Self-supervised Representation Learning for Extreme Values in Time Series. ICDM 2023: 1031-1036 - [c5]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: 3723-3731 - [i3]Asadullah Hill Galib, Bidhan Bashyal:
On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense. CoRR abs/2301.03703 (2023) - 2022
- [c4]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: 2980-2986 - [c3]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: 2020-2028 - [i2]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 abs/2205.02441 (2022) - 2020
- [c2]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: 566-571 - [i1]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 abs/2011.09536 (2020)
2010 – 2019
- 2019
- [c1]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: 47-50
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