Uzma Hasan

According to our database, Uzma Hasan authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods.

Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang

CoRR, 2024

2023

Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU.

Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman

Artif. Intell. Medicine, March, 2023

A Survey on Causal Discovery Methods for I.I.D. and Time Series Data.

Uzma Hasan, Emam Hossain, Md. Osman Gani

Trans. Mach. Learn. Res., 2023

KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search.

Uzma Hasan, Md. Osman Gani

CoRR, 2023

A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data.

Uzma Hasan, Emam Hossain, Md. Osman Gani

CoRR, 2023

CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data.

Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani

Proceedings of the Machine Learning for Healthcare Conference, 2023

eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract).

Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning.

Uzma Hasan, Md. Osman Gani

Proceedings of the Machine Learning for Healthcare Conference, 2022

2020

Towards Developing an IoT Based Gaming Application for Improving Cognitive Skills of Autistic Kids.

Uzma Hasan, Md. Fourkanul Islam, Muhammad Nazrul Islam, Sifat Bin Zaman, Shaila Tajmim Anuva, Farhana Islam Emu, Tarannum Zaki

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020