23 citations · 49 across the 12 of their papers we have counts for
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cs.AI2022★ 1 cited
Simplifying Causality: A Brief Review of Philosophical Views and Definitions with Examples from Economics, Education, Medicine, Policy, Physics and Engineering
M. Z. Naser
This short paper compiles the big ideas behind some philosophical views, definitions, and examples of causality. This collection spans the realms of the four commonly adopted appro…
cs.LG2022★ 5 cited
Causal Discovery and Causal Learning for Fire Resistance Evaluation: Incorporating Domain Knowledge
M. Z. Naser, Aybike Ozyuksel Ciftcioglu
Experiments remain the gold standard to establish an understanding of fire-related phenomena. A primary goal in designing tests is to uncover the data generating process (i.e., the…
cs.LG2022
Causality, Causal Discovery, and Causal Inference in Structural Engineering
M. Z. Naser
Much of our experiments are designed to uncover the cause(s) and effect(s) behind a data generating mechanism (i.e., phenomenon) we happen to be interested in. Uncovering such rela…