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Journal Articles
- 2023
[j2]Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib
, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman:
Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU. Artif. Intell. Medicine 137: 102493 (2023)- [j1]Uzma Hasan, Emam Hossain, Md. Osman Gani:
A Survey on Causal Discovery Methods for I.I.D. and Time Series Data. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2023
- [c4]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI 2023: 16208-16209 - [c3]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC 2023: 186-207 - 2022
- [c2]Uzma Hasan, Md. Osman Gani:
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. MLHC 2022: 691-714 - 2020
- [c1]Uzma Hasan, Md. Fourkanul Islam, Muhammad Nazrul Islam, Sifat Bin Zaman, Shaila Tajmim Anuva, Farhana Islam Emu, Tarannum Zaki:
Towards Developing an IoT Based Gaming Application for Improving Cognitive Skills of Autistic Kids. ACIIDS (Companion) 2020: 411-423
Informal and Other Publications
- 2024
- [i5]Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang:
Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR abs/2404.05746 (2024) - 2023
- [i4]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. CoRR abs/2302.03246 (2023) - [i3]Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani:
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR abs/2303.02833 (2023) - [i2]Uzma Hasan, Emam Hossain, Md. Osman Gani:
A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. CoRR abs/2303.15027 (2023) - [i1]Uzma Hasan, Md. Osman Gani:
KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. CoRR abs/2304.05493 (2023)
Coauthor Index
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