Simon Ferreira

1. Identifiability of Direct Effects from Summary Causal Graphs
   2023/06/29 by Simon Ferreira, Ferreira, Simon, Assaad, Charles K. · 6 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Bayesian Modeling and Causal Inference #Bioinformatics and Genomic Networks #Advanced Graph Neural Networks
2. Case Studies of Causal Discovery from IT Monitoring Time Series
   2023/07/28 by Ali Aït-Bachir, Aït-Bachir, Ali, Assaad, Charles K. +12 · 4 citations
   Computer Science · Decision Sciences · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Software System Performance and Reliability
3. Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding
   2024/07/10 by Simon Ferreira, Ferreira, Simon, Assaad, Charles K. · 6 citations
   Computer Science · Arts and Humanities · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Philosophy and History of Science
4. Identifying Macro Causal Effects in a C-DMG over ADMGs
   2025/04/02 by Simon Ferreira, Ferreira, Simon, Assaad, Charles K. · 3 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Cognitive Science and Mapping #FOS: Computer and information sciences