Author: Publisher: Bib. Orton IICA / CATIE
ISBN:
Category :
Languages : en
Pages : 720
Book Description
Author: Publisher: Bib. Orton IICA / CATIE
ISBN:
Category :
Languages : en
Pages : 720
Book Description
Probabilistic Graphical Models
Author: Luis Enrique SucarPublisher: Springer Nature
ISBN: 3030619435
Category : Computers
Languages : en
Pages : 370
Book Description
This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. It features new material on partially observable Markov decision processes, causal graphical models, causal discovery and deep learning, as well as an even greater number of exercises; it also incorporates a software library for several graphical models in Python. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and learning principles, and reviews real-world applications for each type of model. These applications are drawn from a broad range of disciplines, highlighting the many uses of Bayesian classifiers, hidden Markov models, Bayesian networks, dynamic and temporal Bayesian networks, Markov random fields, influence diagrams, and Markov decision processes. Topics and features: Presents a unified framework encompassing all of the main classes of PGMs Explores the fundamental aspects of representation, inference and learning for each technique Examines new material on partially observable Markov decision processes, and graphical models Includes a new chapter introducing deep neural networks and their relation with probabilistic graphical models Covers multidimensional Bayesian classifiers, relational graphical models, and causal models Provides substantial chapter-ending exercises, suggestions for further reading, and ideas for research or programming projects Describes classifiers such as Gaussian Naive Bayes, Circular Chain Classifiers, and Hierarchical Classifiers with Bayesian Networks Outlines the practical application of the different techniques Suggests possible course outlines for instructors This classroom-tested work is suitable as a textbook for an advanced undergraduate or a graduate course in probabilistic graphical models for students of computer science, engineering, and physics. Professionals wishing to apply probabilistic graphical models in their own field, or interested in the basis of these techniques, will also find the book to be an invaluable reference. Dr. Luis Enrique Sucar is a Senior Research Scientist at the National Institute for Astrophysics, Optics and Electronics (INAOE), Puebla, Mexico. He received the National Science Prize en 2016.
Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions
Author: Sucar, L. EnriquePublisher: IGI Global
ISBN: 160960167X
Category : Computers
Languages : en
Pages : 444
Book Description
One of the goals of artificial intelligence (AI) is creating autonomous agents that must make decisions based on uncertain and incomplete information. The goal is to design rational agents that must take the best action given the information available and their goals. Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions provides an introduction to different types of decision theory techniques, including MDPs, POMDPs, Influence Diagrams, and Reinforcement Learning, and illustrates their application in artificial intelligence. This book provides insights into the advantages and challenges of using decision theory models for developing intelligent systems.
Manual para el desarrollo de ferrocarriles urbanos
Author: Daniel PulidoPublisher: World Bank Publications
ISBN: 1464815976
Category : Business & Economics
Languages : en
Pages : 814
Book Description
A nivel global, ciudades buscan desarrollar soluciones de transporte asequibles, ecológicas y socialmente responsables que puedan satisfacer las necesidades de conectividad de las crecientes poblaciones metropolitanas y respaldar el futuro desarrollo económico y urbano. Cuando los sistemas ferroviarios urbanos se planifican e implementan adecuadamente como parte de una red de transporte público más amplia, éstis pueden brindar vías rápidas de movilidad y acceso vital a los centros urbanos desde la periferias. Los servicios ferroviarios urbanos de alto rendimiento, cuando se abordan cuidadosamente en el contexto de un proyecto de desarrollo, pueden ayudar a mejorar la calidad de vida de los ciudadanos brindándoles acceso a oportunidades laborales y servicios esenciales, tanto del entorno urbano inmediato como de comunidades vecinas. Este manual sintetiza y difunde conocimientos sobre planificación, implementación y operación de los proyectos ferroviarios urbanos para: i) destacar la necesidad de realizar estudios tempranos y planificar los proyectos, ii) contribuir a que los proyectos sean más sostenibles (desde el punto de vista económico, social y ambiental); iii) mejorar los beneficios socioeconómicos de los usuarios y el acceso de estos a distintas oportunidades; iv) maximizar el valor de la participación privada, cuando corresponda, y v) fortalecer la capacidad de las instituciones encargadas de la gestión e implementación de los proyectos. Se ofrece experiencia para lidiar con los desafíos técnicos, institucionales y financieros a los que se enfrentan los tomadores de decisiones de proyectos ferroviarios urbanos. Se reúnen los conocimientos especializados del personal del Banco Mundial y el aporte de numerosos especialistas para sintetizar buenas prácticas y recomendaciones basadas en experiencia global que no responden a intereses comerciales, financieros ni políticos, entre otros. El material presentado tiene como objetivo servir de guía imparcial para maximizar el impacto y afrontar los desafíos que conllevan los sistemas ferroviarios urbanos en las ciudades de países desarrollados y en desarrollo. No se brinda un enfoque único, sino que se reconocen las complejidades y los distintos contextos existentes cuando se aborda un proyecto de desarrollo ferroviario urbano; de ese modo, se apoya a las autoridades a prepararse para formular las preguntas adecuadas, analizar las cuestiones clave, llevar a cabo los estudios necesarios, aplicar las herramientas apropiadas y aprender de las buenas prácticas internacionales, todo ello en el oportuno momento del proceso de desarrollo del proyecto.
Author: Publisher: Religacion Press
ISBN:
Category :
Languages : en
Pages : 106
Book Description
Public Understanding of Science
Author: Publisher:
ISBN:
Category : Electronic journals
Languages : en
Pages : 470
Book Description
An international journal of research in the public dimensions of science and technology.
Technology Trends
Author: Miguel Botto-TobarPublisher: Springer
ISBN: 3030055329
Category : Computers
Languages : en
Pages : 726
Book Description
This book constitutes the refereed proceedings of the 4th International Conference on Technology Trends, CITT 2018, held in Babahoyo, Ecuador, in August 2018. The 53 revised full papers presented were carefully reviewed and selected from 204 submissions. The papers are organized in topical sections on communications; security and privacy; computer and software engineering; computational intelligence; e-government and e-participation.
Risk Analysis, Dam Safety, Dam Security and Critical Infrastructure Management
Author: Ignacio Escuder-BuenoPublisher: CRC Press
ISBN: 0203134346
Category : Technology & Engineering
Languages : en
Pages : 414
Book Description
This book offers the state of the art on risk analysis, representing a primary tool for achieving effective management of critical infrastructures along with a suitable framework for the development of risk management models regarding natural, technological and human-induced hazards. Essential reading for graduate students and researchers interested in risk analysis as applied to all type of critical infrastructures, and for designers, engineers, owners and operators of critical infrastructures in general and dams in particular.
EL CELADOR Y EL TRABAJO EN EQUIPO
Author: ANA REDONDO CRESPOPublisher: Lulu.com
ISBN: 1471070654
Category :
Languages : es
Pages : 61
Book Description
Management Information Systems
Author: Kenneth C. LaudonPublisher: Pearson Educación
ISBN: 9789702605287
Category : Business & Economics
Languages : en
Pages : 618
Book Description
Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.
