LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
Topics & Concepts
Markov blanketComputer scienceMachine learningGraphical modelArtificial intelligenceBayesian networkBlack boxProbabilistic logicVariable-order Bayesian networkContext (archaeology)Bayesian probabilityData miningBayesian inferenceMarkov chainMarkov modelMarkov propertyPaleontologyBiologyExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceMachine Learning and Data Classification