Handbook Of Data Mining For Design And Manufacturing

Author : D. Braha
Publisher : Springer Science & Business Media
ISBN 13 : 1475749112
Total Pages : 530 pages
Book Rating : 4.13/5 ( download)

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Download or read book Data Mining for Design and Manufacturing written by D. Braha and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining for Design and Manufacturing: Methods and Applications is the first book that brings together research and applications for data mining within design and manufacturing. The aim of the book is 1) to clarify the integration of data mining in engineering design and manufacturing, 2) to present a wide range of domains to which data mining can be applied, 3) to demonstrate the essential need for symbiotic collaboration of expertise in design and manufacturing, data mining, and information technology, and 4) to illustrate how to overcome central problems in design and manufacturing environments. The book also presents formal tools required to extract valuable information from design and manufacturing data, and facilitates interdisciplinary problem solving for enhanced decision making. Audience: The book is aimed at both academic and practising audiences. It can serve as a reference or textbook for senior or graduate level students in Engineering, Computer, and Management Sciences who are interested in data mining technologies. The book will be useful for practitioners interested in utilizing data mining techniques in design and manufacturing as well as for computer software developers engaged in developing data mining tools.

Author : Fernando Sanchez Lasheras
Publisher :
ISBN 13 : 9781781544846
Total Pages : pages
Book Rating : 4.40/5 ( download)

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Download or read book Handbook of Data Mining for Design and Manufacturing written by Fernando Sanchez Lasheras and published by . This book was released on 2016-04 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Nong Ye
Publisher : CRC Press
ISBN 13 : 1410607518
Total Pages : 720 pages
Book Rating : 4.15/5 ( download)

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Download or read book The Handbook of Data Mining written by Nong Ye and published by CRC Press. This book was released on 2003-04-01 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Created with the input of a distinguished International Board of the foremost authorities in data mining from academia and industry, The Handbook of Data Mining presents comprehensive coverage of data mining concepts and techniques. Algorithms, methodologies, management issues, and tools are all illustrated through engaging examples and real-world applications to ease understanding of the materials. This book is organized into three parts. Part I presents various data mining methodologies, concepts, and available software tools for each methodology. Part II addresses various issues typically faced in the management of data mining projects and tips on how to maximize outcome utility. Part III features numerous real-world applications of these techniques in a variety of areas, including human performance, geospatial, bioinformatics, on- and off-line customer transaction activity, security-related computer audits, network traffic, text and image, and manufacturing quality. This Handbook is ideal for researchers and developers who want to use data mining techniques to derive scientific inferences where extensive data is available in scattered reports and publications. It is also an excellent resource for graduate-level courses on data mining and decision and expert systems methodology.

Author : A. Luximon
Publisher : Woodhead Publishing
ISBN 13 : 0128216530
Total Pages : 530 pages
Book Rating : 4.38/5 ( download)

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Download or read book Handbook of Footwear Design and Manufacture written by A. Luximon and published by Woodhead Publishing. This book was released on 2021-02-11 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Footwear Design and Manufacture, Second Edition, is a fully updated, expanded guide on the theories, processes, methodologies and technologies surrounding the footwear supply chain. Topics discussed include engineering design methodology, reducing manufacturing waste, footwear advertisement, emerging imaging technology, advice on the optimization of manufacturing processes for productivity, and summaries of the latest advances from researchers around the globe. This updated edition also includes coverage of sizing and grading based on different footwear styles and methods, AI based personalization and customization, emerging models for online footwear shopping (involving data mining), and new methods for foot data analysis and representation. Covers many exciting new developments, such as AR/VR, additive manufacturing, customization of footwear, new last design methods, and green footwear Addresses the entire footwear design and manufacture supply chain Explains new methods for foot data analysis and representation

Author : Laha, Dipak
Publisher : IGI Global
ISBN 13 : 1599045842
Total Pages : 516 pages
Book Rating : 4.49/5 ( download)

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Download or read book Handbook of Computational Intelligence in Manufacturing and Production Management written by Laha, Dipak and published by IGI Global. This book was released on 2007-11-30 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last two decades, computer and information technologies have forced great changes in the ways businesses manage operations in meeting the desired quality of products and services, customer demands, competition, and other challenges. The Handbook of Computational Intelligence in Manufacturing and Production Management focuses on new developments in computational intelligence in areas such as forecasting, scheduling, production planning, inventory control, and aggregate planning, among others. This comprehensive collection of research provides cutting-edge knowledge on information technology developments for both researchers and professionals in fields such as operations and production management, Web engineering, artificial intelligence, and information resources management.

Author : Uzair Khaleeq uz Zaman
Publisher : CRC Press
ISBN 13 : 1000959864
Total Pages : 345 pages
Book Rating : 4.64/5 ( download)

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Download or read book Handbook of Manufacturing Systems and Design written by Uzair Khaleeq uz Zaman and published by CRC Press. This book was released on 2023-08-24 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of manufacturing systems, their role in product/process design, and their interconnection with an Industry 4.0 perspective, especially related to design, manufacturing, and operations. Handbook of Manufacturing Systems and Design: An Industry 4.0 Perspective provides the knowledge related to the theories and concepts of Industry 4.0. It focuses on the different types of manufacturing systems in Industry 4.0 along with associated design, and control strategies. It concentrates on the operations in Industry 4.0 with a particular focus on supply chain, logistics, risk management, and reverse engineering perspectives. Offering basic concepts and applications through to advanced topics, the handbook feeds into the goal of being a source of knowledge as well as a vehicle to explore the future possibilities of design, techniques, methods, and operations associated with Industry 4.0. Concepts with practical applications in the form of case studies are added to each chapter to round out the many attributes this handbook offers. This handbook targets students, engineers, managers, designers, and manufacturers, and will assist in their understanding of the core concepts of manufacturing systems in connection with Industry 4.0 and optimize alignment between supply and demand in real time for effective implementation of the design concepts.

Author : Yong Yin
Publisher : Springer
ISBN 13 : 9781849963374
Total Pages : 312 pages
Book Rating : 4.71/5 ( download)

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Download or read book Data Mining written by Yong Yin and published by Springer. This book was released on 2011-01-07 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems. Data Mining is organised into two parts: the first provides a focused introduction to data mining and the second goes into greater depth on subjects such as customer analysis. It covers almost all managerial activities of a company, including: • supply chain design, • product development, • manufacturing system design, • product quality control, and • preservation of privacy. Incorporating recent developments of data mining that have made it possible to deal with management and engineering design problems with greater efficiency and efficacy, Data Mining presents a number of state-of-the-art topics. It will be an informative source of information for researchers, but will also be a useful reference work for industrial and managerial practitioners.

Author : Richard C. Dorf
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 1072 pages
Book Rating : 4.86/5 ( download)

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Download or read book Handbook of Design, Manufacturing and Automation written by Richard C. Dorf and published by Wiley-Interscience. This book was released on 1994 with total page 1072 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive, detailed, and organized for speedy reference—everything you need to know about modern manufacturing technology… From concurrent engineering to fixture design for machining systems, from robotics and artificial intelligence to facility layout planning and automated CAD-based inspection, this handbook provides all the information you need to design, plan, and implement a modern, efficient manufacturing system tailored to your company’s special needs and requirements. Handbook of Design, Manufacturing and Automation does more than simply present the characteristics and specifications of each technology—much more. Each technology is discussed both in terms of its own capabilities and in terms of its compatibility with other technologies, and the trade-offs involved in choosing one option over another are explored at length. An entire section is devoted to the business aspects of converting to the new technologies, including acquisition of automation, managing advanced manufacturing technology, and issues of cost and financing. The focus is on incorporating these technologies into a cohesive whole—an efficient, cost-effective manufacturing system. Other important topics include: Design for automated manufacturing Nontraditional manufacturing processes Machine tool programming techniques and trends Precision engineering and micromanufacturing Computer-integrated product planning and control Image processing for manufacturing And much more

Author : Oded Maimon
Publisher : Springer Science & Business Media
ISBN 13 : 038725465X
Total Pages : 1378 pages
Book Rating : 4.54/5 ( download)

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Download or read book Data Mining and Knowledge Discovery Handbook written by Oded Maimon and published by Springer Science & Business Media. This book was released on 2006-05-28 with total page 1378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.

Author : Robert Nisbet
Publisher : Elsevier
ISBN 13 : 0124166458
Total Pages : 822 pages
Book Rating : 4.55/5 ( download)

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Download or read book Handbook of Statistical Analysis and Data Mining Applications written by Robert Nisbet and published by Elsevier. This book was released on 2017-11-09 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. Includes input by practitioners for practitioners Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models Contains practical advice from successful real-world implementations Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications