Bayesian Nets and Causality subject EAN: 9781413010893

EAN: 9781413010893

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Bayesian Nets and Causality subject EAN: 9781413010893Bayesian nets are widely used in artificial intelligence as a calculus for causal reasoning, enabling machines to make predictions, perform diagnoses, take decisions and even to discover causal relationships. But many philosophers have criticised and ultimately rejected the central assumption on which such work is based the Causal Markov Condition. So should Bayesian nets be abandoned? What explains their success in artificial intelligence? This book