Hierarchical Bayesian Networks For Advanced Aviation Safety Risk Modeling

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Safety and Risk Modeling and Its Applications

Author : Hoang Pham
Publisher : Springer Science & Business Media
ISBN 13 : 0857294709
Total Pages : 430 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Safety and Risk Modeling and Its Applications by : Hoang Pham

Download or read book Safety and Risk Modeling and Its Applications written by Hoang Pham and published by Springer Science & Business Media. This book was released on 2011-09-08 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Risk Modeling presents the latest theories and methods of safety and risk with an emphasis on safety and risk in modeling. It covers applications in several areas including transportations and security risk assessments, as well as applications related to current topics in safety and risk. Safety and Risk Modeling is a valuable resource for understanding the latest developments in both qualitative and quantitative methods of safety and risk analysis and their applications in operating environments. Each chapter has been written by active researchers or experienced practitioners to bridge the gap between theory and practice and to trigger new research challenges in safety and risk. Topics include: safety engineering, system maintenance, safety in design, failure analysis, and risk concept and modelling. Postgraduate students, researchers, and practitioners in many fields of engineering, operations research, management, and statistics will find Safety and Risk Modeling a state-of-the-art survey of reliability and quality in design and practice.

Bayesian Networks

Author : Douglas McNair
Publisher :
ISBN 13 : 1839623225
Total Pages : 138 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Bayesian Networks by : Douglas McNair

Download or read book Bayesian Networks written by Douglas McNair and published by . This book was released on 2019-11-06 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Error, Reliability, Resilience, and Performance

Author : Ronald Boring
Publisher : AHFE International
ISBN 13 : 1958651583
Total Pages : 93 pages
Book Rating : 4.9/5 (586 download)

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Book Synopsis Human Error, Reliability, Resilience, and Performance by : Ronald Boring

Download or read book Human Error, Reliability, Resilience, and Performance written by Ronald Boring and published by AHFE International. This book was released on 2023-07-19 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023), July 20–24, 2023, San Francisco, USA

Progressive Decision-Making Tools and Applications in Project and Operation Management

Author : Mohammad Yazdi
Publisher : Springer Nature
ISBN 13 : 3031517199
Total Pages : 274 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Progressive Decision-Making Tools and Applications in Project and Operation Management by : Mohammad Yazdi

Download or read book Progressive Decision-Making Tools and Applications in Project and Operation Management written by Mohammad Yazdi and published by Springer Nature. This book was released on with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bayesian Networks

Author : Olivier Pourret
Publisher : John Wiley & Sons
ISBN 13 : 9780470994542
Total Pages : 446 pages
Book Rating : 4.9/5 (945 download)

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Book Synopsis Bayesian Networks by : Olivier Pourret

Download or read book Bayesian Networks written by Olivier Pourret and published by John Wiley & Sons. This book was released on 2008-04-30 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis. This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering. Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks. The book: Provides the tools to overcome common practical challenges such as the treatment of missing input data, interaction with experts and decision makers, determination of the optimal granularity and size of the model. Highlights the strengths of Bayesian networks whilst also presenting a discussion of their limitations. Compares Bayesian networks with other modelling techniques such as neural networks, fuzzy logic and fault trees. Describes, for ease of comparison, the main features of the major Bayesian network software packages: Netica, Hugin, Elvira and Discoverer, from the point of view of the user. Offers a historical perspective on the subject and analyses future directions for research. Written by leading experts with practical experience of applying Bayesian networks in finance, banking, medicine, robotics, civil engineering, geology, geography, genetics, forensic science, ecology, and industry, the book has much to offer both practitioners and researchers involved in statistical analysis or modelling in any of these fields.

A Human Error Approach to Aviation Accident Analysis

Author : Douglas A. Wiegmann
Publisher : Routledge
ISBN 13 : 1351962353
Total Pages : 174 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis A Human Error Approach to Aviation Accident Analysis by : Douglas A. Wiegmann

Download or read book A Human Error Approach to Aviation Accident Analysis written by Douglas A. Wiegmann and published by Routledge. This book was released on 2017-12-22 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human error is implicated in nearly all aviation accidents, yet most investigation and prevention programs are not designed around any theoretical framework of human error. Appropriate for all levels of expertise, the book provides the knowledge and tools required to conduct a human error analysis of accidents, regardless of operational setting (i.e. military, commercial, or general aviation). The book contains a complete description of the Human Factors Analysis and Classification System (HFACS), which incorporates James Reason's model of latent and active failures as a foundation. Widely disseminated among military and civilian organizations, HFACS encompasses all aspects of human error, including the conditions of operators and elements of supervisory and organizational failure. It attracts a very broad readership. Specifically, the book serves as the main textbook for a course in aviation accident investigation taught by one of the authors at the University of Illinois. This book will also be used in courses designed for military safety officers and flight surgeons in the U.S. Navy, Army and the Canadian Defense Force, who currently utilize the HFACS system during aviation accident investigations. Additionally, the book has been incorporated into the popular workshop on accident analysis and prevention provided by the authors at several professional conferences world-wide. The book is also targeted for students attending Embry-Riddle Aeronautical University which has satellite campuses throughout the world and offers a course in human factors accident investigation for many of its majors. In addition, the book will be incorporated into courses offered by Transportation Safety International and the Southern California Safety Institute. Finally, this book serves as an excellent reference guide for many safety professionals and investigators already in the field.

Probabilistic Safety Assessment and Management (PSAM6)

Author : Evaristo J. Bonano
Publisher : Elsevier Science & Technology
ISBN 13 :
Total Pages : 1208 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Probabilistic Safety Assessment and Management (PSAM6) by : Evaristo J. Bonano

Download or read book Probabilistic Safety Assessment and Management (PSAM6) written by Evaristo J. Bonano and published by Elsevier Science & Technology. This book was released on 2002 with total page 1208 pages. Available in PDF, EPUB and Kindle. Book excerpt: These two volumes contain the papers presented at the 6th International Conference on Probabilistic Safety Assessment and Management (PSAM 6). probabilistic risk and safety assessment and management methods and techniques applied to complex systems. These proceedings provide a collection of technical summaries on the application of risk and safety assessment management in 18 different technical disciplines. terrorism; risk assessment for aerospace systems; environmental issues in developing countries; risk assessment in transportation systems; sustainable development; and risk assessment in science and technology initiatives. It brought together world-recognized experts to discuss these topics along with emerging areas of direct relevance to practitioners of risk and safety assessment.

Probabilistic Safety Assessment and Management (PSAM6)

Author :
Publisher :
ISBN 13 :
Total Pages : 990 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Probabilistic Safety Assessment and Management (PSAM6) by :

Download or read book Probabilistic Safety Assessment and Management (PSAM6) written by and published by . This book was released on 2002 with total page 990 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Safety Management Systems in Aviation

Author : Alan J. Stolzer
Publisher : Routledge
ISBN 13 : 1317059832
Total Pages : 396 pages
Book Rating : 4.3/5 (17 download)

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Book Synopsis Safety Management Systems in Aviation by : Alan J. Stolzer

Download or read book Safety Management Systems in Aviation written by Alan J. Stolzer and published by Routledge. This book was released on 2016-03-03 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although aviation is among the safest modes of transportation in the world today, accidents still happen. In order to further reduce accidents and improve safety, proactive approaches must be adopted by the aviation community. The International Civil Aviation Organization (ICAO) has mandated that all of its member states implement Safety Management System (SMS) programs in their aviation industries. While some countries (the United States, Australia, Canada, members of the European Union and New Zealand, for example) have been engaged in SMS for a few years, it is still non-existent in many other countries. This unique and comprehensive book has been designed as a textbook for the student of aviation safety, and as an invaluable reference tool for the SMS practitioner in any segment of aviation. It discusses the quality management underpinnings of SMS, the four components, risk management, reliability engineering, SMS implementation, and the scientific rigor that must be designed into proactive safety. The authors introduce a hypothetical airline-oriented safety scenario at the beginning of the book and conclude it at the end, engaging the reader and adding interest to the text. To enhance the practical application of the material, the book also features numerous SMS in Practice commentaries by some of the most respected names in aviation safety. In this second edition of Safety Management Systems in Aviation, the authors have extensively updated relevant sections to reflect developments since the original book of 2008. New sections include: a brief history of FAA initiatives to establish SMS, data-driven safety studies, developing a system description, SMS in a flight school, and measuring SMS effectiveness.

Advances in Safety, Reliability and Risk Management

Author : Christophe Berenguer
Publisher : CRC Press
ISBN 13 : 0203135105
Total Pages : 538 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Advances in Safety, Reliability and Risk Management by : Christophe Berenguer

Download or read book Advances in Safety, Reliability and Risk Management written by Christophe Berenguer and published by CRC Press. This book was released on 2011-08-31 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering a wide range of topics on safety, reliability and risk management, the present publication will be of interest to academics and professionals working in a wide range of scientific, industrial and governmental sectors, including: Aeronautics and Aerospace; Chemical and Process Industry; Civil Engineering; Critical Infrastructures; Energy; Information Technology and Telecommunications; Land Transportation; Manufacturing; Maritime Transportation; Mechanical Engineering; Natural Hazards; Nuclear Industry; Offshore Industry; Policy Making and Public Planning.

Adversarial Risk Analysis

Author : David L. Banks
Publisher : CRC Press
ISBN 13 : 1498712401
Total Pages : 220 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Adversarial Risk Analysis by : David L. Banks

Download or read book Adversarial Risk Analysis written by David L. Banks and published by CRC Press. This book was released on 2015-06-30 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the 2017 De Groot Prize awarded by the International Society for Bayesian Analysis (ISBA)A relatively new area of research, adversarial risk analysis (ARA) informs decision making when there are intelligent opponents and uncertain outcomes. Adversarial Risk Analysis develops methods for allocating defensive or offensive resources against

Annual Index/abstracts of SAE Technical Papers

Author :
Publisher :
ISBN 13 :
Total Pages : 1016 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Annual Index/abstracts of SAE Technical Papers by :

Download or read book Annual Index/abstracts of SAE Technical Papers written by and published by . This book was released on 2005 with total page 1016 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Factors Models for Aviation Accident Analysis and Prevention

Author : Thomas G.C. Griffin
Publisher : Ashgate Publishing, Ltd.
ISBN 13 : 1472432770
Total Pages : 227 pages
Book Rating : 4.4/5 (724 download)

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Book Synopsis Human Factors Models for Aviation Accident Analysis and Prevention by : Thomas G.C. Griffin

Download or read book Human Factors Models for Aviation Accident Analysis and Prevention written by Thomas G.C. Griffin and published by Ashgate Publishing, Ltd.. This book was released on 2015-03-28 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The investigation and modelling of aviation accident causation is dominated by linear models. Aviation is, however, a complex system and as such suffers from being artificially manipulated into non-complex models and methods. This book addresses this issue by developing a new approach to investigating aviation accident causation through information networks. These networks centralise communication and the flow of information as key indicators of a system’s health and risk. This holistic approach focuses on the system environment, the activity that takes place within it, the strategies used to conduct this activity, the way in which the constituent parts of the system (both human and non-human) interact and the behaviour required. Each stage of this book identifies and expands upon the potential of the information network approach, maintaining firm focus on the overall health of a system. The book’s new model offers many potential developments and some key areas are studied in this research. Through the centralisation of barriers and information nodes the method can be applied to almost any situation. The application of Bayesian mathematics to historical data populations provides scope for studying error migration and barrier manipulation. The book also provides application of these predictions to a flight simulator study for the purposes of validation. Beyond this it also discusses the applicability of the approach to industry. Through working with a legacy airline the methods discussed are used as the basis for a new and prospective safety management system.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 892 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1994 with total page 892 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Manufacturing and Automation XIII

Author : Yi Wang
Publisher : Springer Nature
ISBN 13 : 9819706653
Total Pages : 774 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Advanced Manufacturing and Automation XIII by : Yi Wang

Download or read book Advanced Manufacturing and Automation XIII written by Yi Wang and published by Springer Nature. This book was released on with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Approximation Methods for Efficient Learning of Bayesian Networks

Author : Carsten Riggelsen
Publisher : IOS Press
ISBN 13 : 1586038214
Total Pages : 148 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Approximation Methods for Efficient Learning of Bayesian Networks by : Carsten Riggelsen

Download or read book Approximation Methods for Efficient Learning of Bayesian Networks written by Carsten Riggelsen and published by IOS Press. This book was released on 2008 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations are implemented, such that learning remains feasible, albeit non-Bayesian. The topics discussed are: basic concepts about probabilities, graph theory and conditional independence; Bayesian network learning from data; Monte Carlo simulation techniques; and, the concept of incomplete data. In order t.

Applications of Machine Learning

Author : Prashant Johri
Publisher : Springer Nature
ISBN 13 : 9811533571
Total Pages : 404 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Applications of Machine Learning by : Prashant Johri

Download or read book Applications of Machine Learning written by Prashant Johri and published by Springer Nature. This book was released on 2020-05-04 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers applications of machine learning in artificial intelligence. The specific topics covered include human language, heterogeneous and streaming data, unmanned systems, neural information processing, marketing and the social sciences, bioinformatics and robotics, etc. It also provides a broad range of techniques that can be successfully applied and adopted in different areas. Accordingly, the book offers an interesting and insightful read for scholars in the areas of computer vision, speech recognition, healthcare, business, marketing, and bioinformatics.