2003, ISBN: 9788176710367

Affiliated East West Press (P) Ltd., New Delhi. Paper Back . New. (Size: 23x15.5cms.), Contents: Series Foreword; Preface; 1. Introduction; 2. Machine-learning Foundations: The Probabil… mais…

Affiliated East West Press (P) Ltd., New Delhi. Paper Back . New. (Size: 23x15.5cms.), Contents: Series Foreword; Preface; 1. Introduction; 2. Machine-learning Foundations: The Probabilistic Framework; 3. Probabilistic Modelling and Inference: Examples; 4. Machine Learning Algorithms; 5. Neural Networks: The Theory; 6. Neural Networks: Applications; 7. Hidden Markov Models: The Theory; 8. Hidden Markov Models: Application; 9. Probabilistic Graphical Models in Bioinformatic; 10. Probabilistic Model of Evolution: Phylogenetic Trees; 11. Stochastic Grammars and Linguistics; 12. Microarrays and Gene Expression; 13. Internet Resources and Public Databases; A. Statistics; B. Information Theory, Entropy, and Relative Entropy; C. Probabilistic Graphical Models; D. HMM Technicalities, Scaling, Periodic Architectures, State Function and Dirichlet Mixtures; E. Gaussian Processes, Kernel Methods and Support Vector Machines; F. Symbols and Abbreviation; References; Index. xxiv+452 Year of Publication 2003 8176710369, Affiliated East West Press (P) Ltd., New Delhi<

2003, ISBN: 9788176710367

Paper Back . New. (Size: 23x15.5cms.), Contents: Series Foreword; Preface; 1. Introduction; 2. Machine-learning Foundations: The Probabilistic Framework; 3. Probabilistic Modelling and I… mais…

Paper Back . New. (Size: 23x15.5cms.), Contents: Series Foreword; Preface; 1. Introduction; 2. Machine-learning Foundations: The Probabilistic Framework; 3. Probabilistic Modelling and Inference: Examples; 4. Machine Learning Algorithms; 5. Neural Networks: The Theory; 6. Neural Networks: Applications; 7. Hidden Markov Models: The Theory; 8. Hidden Markov Models: Application; 9. Probabilistic Graphical Models in Bioinformatic; 10. Probabilistic Model of Evolution: Phylogenetic Trees; 11. Stochastic Grammars and Linguistics; 12. Microarrays and Gene Expression; 13. Internet Resources and Public Databases; A. Statistics; B. Information Theory, Entropy, and Relative Entropy; C. Probabilistic Graphical Models; D. HMM Technicalities, Scaling, Periodic Architectures, State Function and Dirichlet Mixtures; E. Gaussian Processes, Kernel Methods and Support Vector Machines; F. Symbols and Abbreviation; References; Index. xxiv+452 Year of Publication 2003 8176710369<