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Bayesian Networks and Decision Graphs
Probabilistic graphical models and decision graphs are powerful modeling tools for reasoning and decision making under uncertainty. As modeling languages they allow a natural specification of problem domains with inherent uncertainty, and from a computational perspective they support efficient algorithms for automatic construction and query answering. This includes belief updating, finding the most probable explanation for the observed evidence, detecting conflicts in the evidence entered into the network, determining optimal strategies, analyzing for relevance, and performing sensitivity analysis. The book introduces probabilistic graphical models and decision graphs, including Bayesian networks and influence diagrams.It contians two parts. The first part focuses on probabilistic graphical models. Compared with the previous book, the new edition also includes a thorough description of recent extensions to the Bayesian network modeling language, advances in exact and approximate belief updating algorithms, and methods for learning both the structure and the parameters of a Bayesian network. The second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision processes and partially ordered decision problems.
Bayesian Methods in the Search for MH370
This book demonstrates how nonlinear/non-Gaussian Bayesian time series estimation methods were used to produce a probability distribution of potential MH370 flight paths. It provides details of how the probabilistic models of aircraft flight dynamics, satellite communication system measurements, environmental effects and radar data were constructed and calibrated. The probability distribution was used to define the search zone in the southern Indian Ocean. The book describes particle-filter based numerical calculation of the aircraft flight-path probability distribution and validates the method using data from several of the involved aircraft’s previous flights. Finally it is shown how the Reunion Island flaperon debris find affects the search probability distribution.
Bayesian core : A practical approach to computational Bayesian statistics
This Bayesian modeling book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical justifications. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models.
Bayesian computation with R : Introduces Bayesian modeling by use of computation using the R language
R's open source nature, free availability, and large number of contributor packages have made R the software of choice for many statisticians in education and industry. Bayesian Computation with R introduces Bayesian modeling by the use of computation using the R language.
Bathrooms and sanitation : Principles, design, implementation = Detail practice
Provides comprehensive information on the basic principles of contemporary sanitary planning, as well as detailed solutions for state of the art execution and fitting. A selection of successfully completed projects offers readers inspiration for their own work. Comprehensive design principles and planning tools. Examples of successful projects. Sanitary areas as a sign of quality when evaluating buildings. Renovation, modernisation and accessibility. Fittings, materials and lighting design
Bath planning : Guidelines, codes, standards
The most authoritative resource available on the subject, containing everything a professional needs to know to design a safe, functional, effective, and attractive bath. Based on the National Kitchen and Bath Association's Kitchen and Bathroom Planning Guidelines and the related Access Standards, this book presents the best practices developed by the Association's committee of professionals through extensive research.
Basiswissen pharmakologie = Basic knowledge of pharmacology
Offers a clear and concise overview of all exam-relevant pharmacology content. It guides you through the entire foundational knowledge, from the basics to the most important clinical pictures, in an easily understandable way and aligned with the German National Competency-Based Learning Objectives for Medicine (GK) and National Competency-Based Learning Objectives for Medicine (NKLM). Benefit from the lecturer's many years of experience, who has carefully selected and presented the essential information for you.
Basis and Treatment of Cardiac Arrhythmias
Incorporating the information related to mechanisms and treatment of cardiac arrhythmia, this book discusses genetics of arrhythmias, cell signalling molecules as potential therapeutic targets and trafficking to the membrane. These approaches and implementations of anti-arrhythmic therapy derive from many decades of research.
Basics design and living
Residential Buildings are normally the first design projects encountered by the student in his or her training. The focus at this point is on the different conceptual possibilities that allow one to take the first step toward an actual idea. Themes: concepts and kinds of cohabitation and dwelling residential functions the creation of living space design in housing construction This book is intended to help readers to find an easy way into the complex subject of housing design, explaining fundamental concepts, the way the individual living areas can cohere, and building form variations.
Basics Barrier-Free Planning - Basics
Buildings are not conceived solely with average people in mind; they offer a protective shell for everyone. BASICS Barrier-free Planning improves our understanding of the needs of people with disabilities such as limited mobility or impaired vision, children, and the elderly, all of whom have special requirements when using a building. The book presents possibilities for designing buildings and their spaces so they can be used by everyone.
Basic principles and applications of probability theory
This introductory chapter discusses such notions as determinism, chaos and randomness, p- dictibility and unpredictibility, some initial approaches to formalizing r- domness and it surveys certain problems that can be solved by probability theory. This will perhaps give one an idea to what extent the theory can - swer questions arising in speci?c random occurrences and the character of the answers provided by the theory. 1. 1 The Nature of Randomness The phrase “by chance” has no single meaning in ordinary language. For instance, it may mean unpremeditated, nonobligatory, unexpected, and so on. Its opposite sense is simpler: “not by chance” signi?es obliged to or bound to (happen). In philosophy, necessity counteracts randomness. Necessity signi?es conforming to law – it can be expressed by an exact law. The basic laws of mechanics, physics and astronomy can be formulated in terms of precise quantitativerelationswhichmustholdwithironcladnecessity.
Basic knowledge of pharmacology
Concise and up-to-date coverage of the most important drugs Integration of experimental and clinical pharmacology with focus on diseases Discusses the most important drugs (400) in the context of relevant diseases. Summary tables and schemes, MCQ exam questions, case studies and a list of drugs aid memorization of the material before an exam. All chapters are written in the same concise style and use a modern and precise pharmacological nomenclature. After reading of the book, the student will be able to critically assess the proper use of the most important drugs and advise patients properly. The didactic concept of the book has been developed on the author’s own pharmacology courses for which he has received numerous teaching awards. The book takes advantage of the learning spiral, in which material is presented repeatedly from various angles.
Basic guide to oral health education and promotion ; 3rd ed.
An essential guide to help dental nurses prepare for a qualification in Oral Health Education and thereafter practice as an Oral Health Educator. It will help readers confidently educate patients about diseases and conditions that affect the oral cavity, and support their prevention, treatment, and management. Offers a guide for dental nurses taking a post-registration Certificate in Oral Health Education Is fully updated to reflect changes in the industry, science, and course syllabus Incorporates information on the new classification of periodontal and peri-implant diseases Contains new information on topics including dementia, denture advice, and burning mouth syndrome Includes an expanded section on promotion
Basic guide to infection prevention and control in dentistry
Provides step-by-step guidance on the safe running of a dental practice, clear and concise explanations of the key issues and concepts, an overview of the evidence base, and coverage of legal and regulatory issues about which all staff members need to be aware. With more colour photographs and illustrations than the first edition, it also includes appendices full of useful practical and clinical information, and a companion website offering helpful instructional videos and self-assessment questions.
Basic guide to dental procedures
Basic Guide to Dental Procedures serves as essential overview of procedures for members of a practice team, whether in general or specialized practice. Readers of the third edition of Basic Guide to Dental Procedures will also find : A new chapter on treatment under conscious sedation, Additional and updated sections on subjects including dietary advice, vitality tests, implants. thermoplastic dentures, and more.
Basic & Clinical Pharmacology
Covers the important concepts students need to know about the science of pharmacology and its application to clinical practice. This edition has been extensively updated to provide expanded coverage of transporters, pharmacogenomics, and new drugs Delivers the knowledge and insight needed to excel in every facet of pharmacology!. Encompasses all aspects of medical pharmacology, including botanicals and over-the-counter drugs Major revisions of the chapters on immunopharmacology, antiseizure, antipsychotic, antidepressant, antidiabetic, anti-inflammatory, and antiviral drugs, prostaglandins, and central nervous system neurotransmitters New chapter on the increasingly relevant topic of cannabis pharmacology Each chapter opens with a case study, covers drug groups and prototypes, and closes with summary tables and diagrams that encapsulate important information Revised full-color illustrations provide more information about drug mechanisms and effects and help clarify important concepts Trade Name/Generic Name tables are provided at end of each chapter for easy reference when writing a chart order or prescription Includes descriptions of important new drugs released through May 2019 New and updated coverage of general concepts relating to recently discovered receptors, receptor mechanisms, and drug transporters
Baseband Analog Circuits for Software Defined Radio
Baseband Analog Circuits for Software Defined Radio aims to describe the transition towards a Software Radio from the analog design perspective. A complete overview of the actual state-of-art for reconfigurable transceivers is given in detail, focusing on the challenges imposed by flexibility in analog design.
Basal Implantology
Helps oral implantologists to understand the principles that underlie the use of basal implants as a means to provide simple solutions to complex and highly demanding clinical situations without the need for prior bone grafting.
Barry's Introduction to Construction of Buildings ; 4th ed.
Based mainly on domestic and residential buildings—and filled with extensive illustrations throughout—this concise text is the ideal introduction to the subject of building construction. It provides the basic material that readers need in order to understand the construction process for the majority of low rise buildings. The book explains construction technology through the key functional and performance requirements for the main elements common to all buildings. With a strong focus on building efficiency and meeting the challenges posed by limiting the environmental impact of buildings, and new “at a glance” summaries allowing you to grasp the salient points of each chapter, readers will find the text fully up to date with the latest building regulations and construction technology. Deals with design, technology, site assembly, and environmental issues of domestic and residential buildings. Thoroughly updated, with particular attention paid to the concept of building efficiency and improved integration of the topics covered to match current student needs. New “at a glance” summaries at the beginning of each chapter.
Barcelona : urban architecture and community since 2010
Highlights some of the most exciting structures built in Barcelona since 2010, bringing readers on a guided tour of surprising residential buildings, intriguing museums and extraordinary community spaces. The projects, including many additions to existing buildings, are documented with photos, floor plans and texts. Supplementary interviews introduce readers to key players in Barcelona’s architectural scene, while essays shed light on little-known aspects of the city’s urban development and transport planning.
