Download or read book Probabilistic Graphical Models written by Luis Enrique Sucar and published by Springer Nature. This book was released on 2020-12-23 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Decision Theory Models for Applications in Artificial Intelligence Concepts and Solutions written by Sucar, L. Enrique and published by IGI Global. This book was released on 2011-10-31 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Manual para el desarrollo de ferrocarriles urbanos written by Daniel Pulido and published by World Bank Publications. This book was released on 2020-11-09 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Public Understanding of Science written by and published by . This book was released on 2002 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: An international journal of research in the public dimensions of science and technology.
Download or read book Technology Trends written by Miguel Botto-Tobar and published by Springer. This book was released on 2018-12-29 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Risk Analysis Dam Safety Dam Security and Critical Infrastructure Management written by Ignacio Escuder-Bueno and published by CRC Press. This book was released on 2011-09-26 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book EL CELADOR Y EL TRABAJO EN EQUIPO written by ANA REDONDO CRESPO and published by Lulu.com. This book was released on with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Management Information Systems written by Kenneth C. Laudon and published by Pearson Educación. This book was released on 2004 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book The Effects of Disasters on Modern Societies written by Monte Smith and published by DIANE Publishing. This book was released on 1995-11 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers natural disaster risk in modern societies and policies for natural disaster reduction in modern societies. Topics include: disaster management in metropolitan areas, urban environmental degradation and vulnerability to disasters, use of mobile satellite communications in disaster management mitigation, application of satellite remote sensing for natural disaster reduction in developing countries, role of non-life insurance in disaster management systems, and much more. Photos, charts and tables.
Download or read book Transactions of the 21st International Congress of Actuaries Zurich and Lausanne 19th 26 June 1980 written by and published by . This book was released on 1980 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Persona y Calidad Sostenida written by José Rafael Santana Zevada and published by Palibrio. This book was released on 2013-10 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: El presente libro retoma la cuestión de la calidad desde el concepto "la calidad de los productos y servicios de las organizaciones son el resultado de la calidad de las personas que participan en ella", bajo esta premisa desarrolla los elementos que, a la postre, incidirán en los resultados de la misma, los principios en que se fundamenta, las experiencias en la aplicación y prácticas sugeridas al interior de la colectividad que constituye la empresa que permitan identificar las áreas de oportunidad y desarrollar acciones orientadas a sostener los estándares de calidad.
Download or read book Thematic Cartography New Approaches in Thematic Cartography written by Colette Cauvin and published by Wiley-ISTE. This book was released on 2010 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This series in three volumes considers maps as constructions resulting from a number of successive transformations and stages integrated in a logical reasoning and an order of choices. Volume 3 is exclusively focused on the new approaches on thematic cartography offered by the three successive revolutions affecting the discipline: digital, multimedia and the Internet.
Download or read book Safety and Reliability Theory and Applications written by Marko Cepin and published by CRC Press. This book was released on 2017-06-14 with total page 3668 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Reliability – Theory and Applications contains the contributions presented at the 27th European Safety and Reliability Conference (ESREL 2017, Portorož, Slovenia, June 18-22, 2017). The book covers a wide range of topics, including: • Accident and Incident modelling • Economic Analysis in Risk Management • Foundational Issues in Risk Assessment and Management • Human Factors and Human Reliability • Maintenance Modeling and Applications • Mathematical Methods in Reliability and Safety • Prognostics and System Health Management • Resilience Engineering • Risk Assessment • Risk Management • Simulation for Safety and Reliability Analysis • Structural Reliability • System Reliability, and • Uncertainty Analysis. Selected special sessions include contributions on: the Marie Skłodowska-Curie innovative training network in structural safety; risk approaches in insurance and fi nance sectors; dynamic reliability and probabilistic safety assessment; Bayesian and statistical methods, reliability data and testing; oganizational factors and safety culture; software reliability and safety; probabilistic methods applied to power systems; socio-technical-economic systems; advanced safety assessment methodologies: extended Probabilistic Safety Assessment; reliability; availability; maintainability and safety in railways: theory & practice; big data risk analysis and management, and model-based reliability and safety engineering. Safety and Reliability – Theory and Applications will be of interest to professionals and academics working in a wide range of industrial and governmental sectors including: Aeronautics and Aerospace, Automotive Engineering, Civil Engineering, Electrical and Electronic Engineering, Energy Production and Distribution, Environmental Engineering, Information Technology and Telecommunications, Critical Infrastructures, Insurance and Finance, Manufacturing, Marine Industry, Mechanical Engineering, Natural Hazards, Nuclear Engineering, Offshore Oil and Gas, Security and Protection, Transportation, and Policy Making.
Download or read book La pospandemia y pol ticas p blicas para enfrentarla written by Diana Alexandra González Chacón and published by Fondo Editorial – Ediciones Universidad Cooperativa de Colombia. This book was released on 2021-08-30 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Este libro tiene el objetivo de analizar las alternativas de política pública necesarias para la preservación de la salud de la población, la reactivación de la economía y la definición de un marco institucional que facilite las relaciones entre individuos en un contexto pospandémico, mediante un enfoque multidimensional. En ese sentido, se analizan los antecedentes de las pandemias de carácter universal, el rol de las organizaciones internacionales, el papel de los bienes públicos globales, los modelos de gobernanza global desde un contexto glocal, las tendencias en investigación acerca de pandemias y sostenibilidad, los nuevos retos del Estado, el financiamiento de las pequeñas y medianas empresas, los incentivos fiscales a la innovación en inteligencia artificial y la utilidad de los modelos matemáticos para la toma de decisiones de política pública. De esta manera, se presenta un análisis ordenado de los retos que enfrenta la sociedad en la actualidad, con su explicación y atención mediante alternativas de acción pública. Por lo tanto, es una guía sobre el rol y la capacidad que deben desarrollar coordinadamente los funcionarios nacionales, junto a las organizaciones internacionales, para influir la definición de políticas que reorganicen el equilibrio mundial.
Download or read book An lisis de Estudios Cl nicos en Oftalmolog a written by Juan Carlos Mesa Gutiérrez and published by Lulu.com. This book was released on 2011-12-13 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Libro que describe cómo analizar y diseñar los diferentes tipos de investigaciones clínicas: ensayos clinicos aleatorizados, estudios observacionales, estudios diagnósticos, estudios pronósticos, estudios genéticos, análisis de evaluación económica, etc. Se proporcionan las herramientas estadísticas para el diseño, el análisis y la interpretación de los diferentes estudios clínicos en el campo de la investigación
