Probabilistic graphical models :
Sucar, Luis Enrique,
Probabilistic graphical models : principles and applications / Luis Enrique Sucar. - xxiv, 253 páginas : 117 ilustraciones, 4 ilustraciones en color. - Advances in Computer Vision and Pattern Recognition, 2191-6586 .
Springer eBooks
Part I: Fundamentals -- Introduction -- Probability Theory -- Graph Theory -- Part II: Probabilistic Models -- Bayesian Classifiers -- Hidden Markov Models -- Markov Random Fields -- Bayesian Networks: Representation and Inference -- Bayesian Networks: Learning -- Dynamic and Temporal Bayesian Networks -- Part III: Decision Models -- Decision Graphs -- Markov Decision Processes -- Part IV: Relational and Causal Models -- Relational Probabilistic Graphical Models -- Graphical Causal Models.
9781447166993
QA276-280
Probabilistic graphical models : principles and applications / Luis Enrique Sucar. - xxiv, 253 páginas : 117 ilustraciones, 4 ilustraciones en color. - Advances in Computer Vision and Pattern Recognition, 2191-6586 .
Springer eBooks
Part I: Fundamentals -- Introduction -- Probability Theory -- Graph Theory -- Part II: Probabilistic Models -- Bayesian Classifiers -- Hidden Markov Models -- Markov Random Fields -- Bayesian Networks: Representation and Inference -- Bayesian Networks: Learning -- Dynamic and Temporal Bayesian Networks -- Part III: Decision Models -- Decision Graphs -- Markov Decision Processes -- Part IV: Relational and Causal Models -- Relational Probabilistic Graphical Models -- Graphical Causal Models.
9781447166993
QA276-280