01395nam a22002297a 450000500170000000800410001702000180005802000180007604000410009404100080013510000260014324501350016925000120030426000360031630000170035250400530036950505940042265000510101665000470106770000220111470000290113620240620074511.0240620b           ||||| |||| 00| 0 eng d  a9780367779344  a9780367203498  aCO-BoUCMcDavid MorenodDavid Moreno  aeng1 aCoelho, João Paulo 10aHidden Markov models btheory and implementation using MatlabcJoão Paulo Coelho, Tatiana M. Pinho and José Boaventura-Cunha    a1st ed.  aBoca Raton, FLbCRC Pressc2019  a268 Paginas   aIncluye referencias bibliográficas e índices  rCover; Title Page; Copyright Page; Preface; Table of Contents; Glossary; 1: Introduction; 1.1 System Models; 1.2 Markov Chains; 1.3 Book Outline; 2: Probability Theory and Stochastic Processes; 2.1 Introduction; 2.2 Introduction to Probability Theory; 2.2.1 Events and Random Variables; 2.2.1.1 Types of variables; 2.2.2 Probability Definition; 2.2.3 Axioms and Properties; 2.3 Probability Density Function; 2.4 Statistical Moments; 2.5 Summary; 3: Discrete Hidden Markov Models; 3.1 Introduction; 3.2 Hidden Markov Model Dynamics; 3.2.1 The Forward Algorithm; 3.2.2 The Backward Algorithm14aSistemas estocasticos xProcesamiento de datos14aProcesos de markovxProcesamiento de datos1 aPinho, Tatiana M.1 aBoaventura-Cunha, José