Causation, Prediction, and Search

• Estimating Causal Effects from Tabular Data with Assumption Gates and Automated Estimator Selection for Trustworthy Artificial Intelligence

  2026 Electronics article Mathematics Advanced Causal Inference Techniques Open access

  0

  citations
• From gut to brain: data-driven evidence suggests causal contribution of gut-microbiota to major depressive disorder in humans

  2026 Gut Microbes article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access

  0

  citations
• A survey of graphical models for decision-making: integrating causality and game theory

  2026 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

  0

  citations
• Applying causality to environmental security in Iraq

  2025 Scientific Reports article Social Sciences Transboundary Water Resource Management Open access

  0

  citations
• Network analysis: An overview for mental health research

  2024 International Journal of Methods in Psychiatric Research article Psychology Mental Health Research Topics Open access

  140

  citations
• Policy advice and best practices on bias and fairness in AI

  2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access

  105

  citations
• Impact of disease outcomes on the Assessment of SpondyloArthritis International Society Health Index (ASAS HI): a Bayesian network analysis of the DESIR cohort

  2023 RMD Open article Medicine Spondyloarthritis Studies and Treatments Open access

  9

  citations
• A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series

  2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

  7

  citations
• Disentangling causality: assumptions in causal discovery and inference

  2023 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

  25

  citations
• Disentangling causality: assumptions in causal discovery and inference

  2022 Research Square preprint Computer Science Bayesian Modeling and Causal Inference Open access

  7

  citations
• Feature Selection for Fault Detection and Prediction based on Event Log Analysis

  2022 ACM SIGKDD Explorations Newsletter article Computer Science Software System Performance and Reliability Open access

  6

  citations
• Feature recommendation for structural equation model discovery in process mining

  2022 Progress in Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis Open access

  9

  citations
• Network analysis of multivariate data in psychological science

  2021 Nature Reviews Methods Primers review Psychology Mental Health Research Topics Open access

  1,352

  citations
• Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms

  2021 Society for Industrial and Applied Mathematics eBooks conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

  11

  citations
• The Dynamics of Personality Approach (DPA): 20 Tenets for Uncovering the Causal Mechanisms of Personality

  2020 European Journal of Personality article Psychology Personality Traits and Psychology Open access

  63

  citations
• Root Cause Analysis in Process Mining Using Structural Equation Models

  2020 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 1 patent

  37

  citations

16 results