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Predictive Analytics in System Reliability, Kumar


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Цена: 13974.00р.
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При оформлении заказа до: 2025-07-28
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Автор: Kumar
Название:  Predictive Analytics in System Reliability
ISBN: 9783031053467
Издательство: Springer
Классификация:




ISBN-10: 303105346X
Обложка/Формат: Hardback
Страницы: 282
Вес: 0.61 кг.
Дата издания: 23.09.2022
Серия: Springer Series in Reliability Engineering
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 100 tables, color; 56 illustrations, color; 38 illustrations, black and white; xi, 282 p. 94 illus., 56 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and other techniques. It will also be useful to students learning reliability engineering. The book brings readers up to date with how system reliability relates to the latest techniques of AI, big data, genetic algorithm, information theory, and multi-criteria decision making and points toward future developments in the subject.
Дополнительное описание: Chapter 1. Deep Learning Approach for the Reliability Assessment of Cloud and Edge Open Source Software (Hironobu SONE).- Chapter 2. Parameter Estimation of Software Reliability Growth Models using Mayfly Optimization (Ankur Choudhary).- Chapter 3. Study



Risk-Conscious Operations Management

Автор: Prabhakar V. Varde
Название: Risk-Conscious Operations Management
ISBN: 9811993335 ISBN-13(EAN): 9789811993336
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This book presents various concepts and applications related to risk-conscious operations management. It also provides an overview of the risk-based engineering – fundamental to the concept of risk-conscious operations management. It presents the reliability concept to support Dependency Modelling, which includes hardware systems structures and components for reliability improvement and risk reduction. The book further develops and builds attributes and model for risk-conscious culture – critical to characterize operational approach to risk and presents human factor modelling, where it works on developing an approach for human error precursor analysis. This book will be useful for students, researchers, academicians and professionals working on identifying risk and reliability issues in complex safety and mission critical systems. It will also be beneficial for industry risk-and-reliability experts and operational safety staff working in the complex engineering systems.

Predictive analytics

Автор: Siegel, Eric
Название: Predictive analytics
ISBN: 1119145678 ISBN-13(EAN): 9781119145677
Издательство: Wiley
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Цена: 3485.00 р.
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Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection

Автор: Baesens Bart, Verbeke Wouter, Van Vlasselaer Veron
Название: Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection
ISBN: 1119133122 ISBN-13(EAN): 9781119133124
Издательство: Wiley
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Цена: 6178.00 р.
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Описание: Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution.

System Software Reliability

Автор: Pham Hoang
Название: System Software Reliability
ISBN: 1852339500 ISBN-13(EAN): 9781852339500
Издательство: Springer
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Цена: 14365.00 р.
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Описание: Computers are used in areas as diverse as air traffic control, real-time military, industrial process control, and many others. Offering an introduction to software reliability engineering, this book presents a survey of the techniques, methodologies and tools used to assess the reliability of software and combined software-hardware systems.

Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers

Автор: Anatoly Lisnianski; Ilia Frenkel; Yi Ding
Название: Multi-state System Reliability Analysis and Optimization for Engineers and Industrial Managers
ISBN: 1447157044 ISBN-13(EAN): 9781447157045
Издательство: Springer
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Цена: 23508.00 р.
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Описание: This practically oriented book presents a comprehensive, up-to-date description of multi-state system (MSS) reliability as a natural extension of classical binary-state reliability. It presents all essential theoretical achievements in the field.

Technical System Maintenance

Автор: Sylwia Werbi?ska-Wojciechowska
Название: Technical System Maintenance
ISBN: 3030107876 ISBN-13(EAN): 9783030107871
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book provides a detailed introduction to maintenance policies and the current and future research in these fields, highlighting mathematical formulation and optimization techniques. It comprehensively describes the state of art in maintenance modelling and optimization for single- and multi-unit technical systems, and also investigates the problem of the estimation process of delay-time parameters and how this affects system performance.The book discusses delay-time modelling for multi-unit technical systems in various reliability structures, examining the optimum maintenance policies both analytically and practically, focusing on a delay-time modelling technique that has been employed by researchers in the field of maintenance engineering to model inspection intervals. It organizes the existing work into several fields, based mainly on the classification of single- and multi-unit models and assesses the applicability of the reviewed works and maintenance models. Lastly, it identifies potential future research directions and suggests research agendas.This book is a valuable resource for maintenance engineers, reliability specialists, and researchers, as it demonstrates the latest developments in maintenance, inspection and delay-time-based maintenance modelling issues. It is also of interest to graduate and senior undergraduate students, as it introduces current theory and practice in maintenance modelling issues, especially in the field of delay-time modelling.

Reliability Management and Engineering

Название: Reliability Management and Engineering
ISBN: 036721153X ISBN-13(EAN): 9780367211530
Издательство: Taylor&Francis
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Цена: 25265.00 р.
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Описание: This book provides interdisciplinary solutions to complex problems using different approaches so as to save money, time, and manpower. Risk analysis will help the system analyst to plan their strategy to improve the performance of the system timely and accordingly

Introduction to System Reliability Theory

Автор: Navarro Jorge
Название: Introduction to System Reliability Theory
ISBN: 3030869520 ISBN-13(EAN): 9783030869526
Издательство: Springer
Рейтинг:
Цена: 7685.00 р.
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Описание: This textbook provides the tools for a modern post-graduate introductory course on system reliability theory. The book serves both for graduate students in mathematics and for engineering students in various disciplines as well as students learning survival analysis, network reliability or simple game theory.

Operations research :

Автор: by Amit Kumar; Mangey Ram;
Название: Operations research :
ISBN: 0367741555 ISBN-13(EAN): 9780367741556
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This era of science and engineering has attracted researchers tasked with evaluating performance and optimization of problems in the field of operations research. The book covers mathematical analysis, methods and applications involving processes such as system performance, optimization, reliability theory, and queueing theory.

Predictive analytics

Название: Predictive analytics
ISBN: 036753746X ISBN-13(EAN): 9780367537463
Издательство: Taylor&Francis
Рейтинг:
Цена: 20671.00 р.
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Описание: Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and realworld examples. It discusses predictive modeling and analytics in reliability engineering and introduces current achievements and applications of artificial intelligence, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and realword examples. The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest.

Predictive safety analytics

Автор: Stevens, Robert
Название: Predictive safety analytics
ISBN: 1032424389 ISBN-13(EAN): 9781032424385
Издательство: Taylor&Francis
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Цена: 8420.00 р.
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Описание: Nearly all our safety data collection and reporting systems are backwardlooking: incident reports; dashboards; compliance monitoring systems; and so on. This book shows how we can use safety data in a forward-looking, predictive sense.Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning contains real use cases where organizations have reduced incidents by employing predictive analytics to foresee and mitigate future risks. It discusses how Predictive Safety Analytics is an opportunity to break through the plateau problem where safety rate improvements have stagnated in many organizations. The book presents how the use of data, coupled with advanced analytical techniques, including machine learning, has become a proven and successful innovation. Emphasis is placed on how the book can “meet you where you are” by illuminating a path to get there, starting with simple data the organization likely already has. Highlights of the book are the real examples and case studies that will assist in generating thoughts and ideas for what might work for individual readers and how they can adapt the information to their particular situations.This book is written for professionals and researchers in system reliability, risk and safety assessment, quality control, operational managers in selected industries, data scientists, and ML engineers. Students taking courses in these areas will also find this book of interest to them.

System Dependability and Analytics

Автор: Wang
Название: System Dependability and Analytics
ISBN: 3031020626 ISBN-13(EAN): 9783031020629
Издательство: Springer
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Цена: 25155.00 р.
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Описание: This book comprises chapters authored by experts who are professors and researchers in internationally recognized universities and research institutions. The book presents the results of research and descriptions of real-world systems, services, and technologies. Reading this book, researchers, professional practitioners, and graduate students will gain a clear vision on the state of the art of the research and real-world practice on system dependability and analytics. The book is published in honor of Professor Ravishankar K. Iyer, the George and Ann Fisher Distinguished Professor in the Department of Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign (UIUC), Urbana, Illinois. Professor Iyer is ACM Fellow, IEEE Fellow, AAAS Fellow, and served as Interim Vice Chancellor of UIUC for research during 2008–2011. The book contains chapters written by many of his former students.


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