Zobrazeno 1 - 10
of 203
pro vyhledávání: '"Hasan, Uzma"'
Autor:
Ali, Sahara, Hasan, Uzma, Li, Xingyan, Faruque, Omar, Sampath, Akila, Huang, Yiyi, Gani, Md Osman, Wang, Jianwu
This survey paper covers the breadth and depth of time-series and spatiotemporal causality methods, and their applications in Earth Science. More specifically, the paper presents an overview of causal discovery and causal inference, explains the unde
Externí odkaz:
http://arxiv.org/abs/2404.05746
Autor:
Hasan, Uzma, Gani, Md Osman
Learning causal relationships solely from observational data often fails to reveal the underlying causal mechanisms due to the vast search space of possible causal graphs, which can grow exponentially, especially for greedy algorithms using score-bas
Externí odkaz:
http://arxiv.org/abs/2304.05493
The ability to understand causality from data is one of the major milestones of human-level intelligence. Causal Discovery (CD) algorithms can identify the cause-effect relationships among the variables of a system from related observational data wit
Externí odkaz:
http://arxiv.org/abs/2303.15027
Conventional temporal causal discovery (CD) methods suffer from high dimensionality, fail to identify lagged causal relationships, and often ignore dynamics in relations. In this study, we present a novel constraint-based CD approach for autocorrelat
Externí odkaz:
http://arxiv.org/abs/2303.02833
Time series data are found in many areas of healthcare such as medical time series, electronic health records (EHR), measurements of vitals, and wearable devices. Causal discovery, which involves estimating causal relationships from observational dat
Externí odkaz:
http://arxiv.org/abs/2302.03246
Publikováno v:
In European Journal of Pharmaceutics and Biopharmaceutics February 2024 195
Akademický článek
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Autor:
Gulzar, Muhammad Assad, Gul, Neelam, Alvi, Firas Dost, Khattak, Yasir Rehman, Hasan, Uzma Saeed, Haneef, Muhammad Bilal, Ahmad, Iftikhar
Publikováno v:
In Photodiagnosis and Photodynamic Therapy December 2023 44
Autor:
Gani, Md Osman, Kethireddy, Shravan, Adib, Riddhiman, Hasan, Uzma, Griffin, Paul, Adibuzzaman, Mohammad
Publikováno v:
In Artificial Intelligence In Medicine March 2023 137
Autor:
Desai, Nimeet, Hasan, Uzma, K, Jeyashree, Mani, Rajesh, Chauhan, Meenakshi, Basu, Suparna Mercy, Giri, Jyotsnendu
Publikováno v:
In Acta Biomaterialia March 2023