Uzma Hasan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Causal Discovery

Top Venues

Artif. Intell. Medicine

ACIIDS (Companion)

Publications

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 (2024)
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)
Muhammad Hasan Ferdous, Uzma Hasan, Md Osman Gani
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. CoRR (2023)
Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul 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 (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI (2023)
Uzma Hasan, Emam Hossain, Md. Osman Gani
A Survey on Causal Discovery Methods for Temporal and Non-Temporal Data. CoRR (2023)
Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR (2023)
Uzma Hasan, Md. Osman Gani
KGS: Causal Discovery Using Knowledge-guided Greedy Equivalence Search. CoRR (2023)
Uzma Hasan, Md Osman Gani
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning. MLHC (2022)
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)