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Bayesian Modeling and Causal Inference

11 works

  1. Proper likelihood ratio based ROC curves for general binary classification problems

    Lidia Sacchetto, Mauro Gasparini

    PreprintAdvanced Statistical Methods and ModelsarXiv (Cornell University)20181 citations
    ABI

  2. OPTIMUS Inference engine integrated in the management environments

    Alfonso Capozzoli, Vincenzo Corrado, Haris Doukas +3

    ArticleData Mining Algorithms and ApplicationsZenodo (CERN European Organization for Nuclear Research)20160 citations
    ABI

  3. OPTIMUS Inference engine integrated in the management environments

    Alfonso Capozzoli, Vincenzo Corrado, Haris Doukas +3

    ArticleData Mining Algorithms and ApplicationsZenodo (CERN European Organization for Nuclear Research)20160 citations
    ABI

  4. Identifying Biased Subgroups in Ranking and Classification

    Eliana Pastor, Luca de Alfaro, Elena Baralis

    PreprintImbalanced Data Classification TechniquesarXiv (Cornell University)20210 citations
    ABI

  5. Probabilistic Inference Algorithm for Fault Diagnosis in Industrial Control Systems

    I. B. Khamrakulov, Jakhongir Khamrakulov, Daniel Adrian Doss +4

    ArticleFault Detection and Control Systems20250 citations
    ABI

  6. SHAP-Integrated Decision Trees for Transparent AI in Public Safety Applications

    Ismaeel Abdel Qader, Darin Shafek, Ashu Nayak +2

    ArticleBayesian Modeling and Causal Inference20250 citations
    ABI

  7. Explainable AI for Operational Risk Management in Logistics and Procurement Systems

    K. Deepika, Ranjitha. P. K, Timur Kholmukhamedov +3

    ArticleExplainable Artificial Intelligence (XAI)20250 citations
    ABI

  8. Uncertainty-Guided Deep Learning for Reliable Decision Making in High-Risk Domains

    Pallavi Jha, Jayanth Vasa, Deepak Gupta +4

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

  9. Meta-Recursive Validation Protocol: A Methodology for Cognitive Framework Self-Analysis Without Circular Reasoning

    Edward Meyman

    PreprintAdvanced Software Engineering MethodologiesSSRN Electronic Journal20250 citations
    ABI

  10. Cross-Domain Causal AI: A Multi-Engine Framework for Deterministic Inference with Integrated Governance

    Edward Meyman

    PreprintExplainable Artificial Intelligence (XAI)SSRN Electronic Journal20250 citations
    ABI

  11. Mathematical foundations and algorithms for group decision systems

    Nodirbek Yusupbekov, Shukhrat Gulyamov, Nasiba Khojiyeva +2

    ArticleRough Sets and Fuzzy Logic20260 citations
    ABI