Process Mining Techniques For Pattern Recognition
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Process Mining Techniques For Pattern Recognition
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Author : Vikash Yadav
language : en
Publisher: CRC Press
Release Date : 2022-02-27
Process Mining Techniques For Pattern Recognition written by Vikash Yadav and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-27 with Computers categories.
This book focuses on the theory, practice, and concepts of process mining techniques in detail, especially pattern recognition in diverse society, science, medicine, engineering, and business. The book deliberates several perspectives on process mining techniques in the broader context of data science and big data approaches. Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice provides an introduction to process mining techniques and pattern recognition. After that, it delivers the fundamentals of process modelling and mining essential to comprehend the book. The text emphasizes discovery as an important process mining task and includes case studies as well as real-life examples to guide users in successfully applying process mining techniques for pattern recognition in practice. Intended to be an introduction to process mining and pattern recognition for students, academics, and practitioners, this book is perfect for those who want to learn the basics, and also gain an understanding of the concepts on a deeper level.
Process Mining
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Author : Wil van der Aalst
language : en
Publisher: Springer
Release Date : 2014-10-07
Process Mining written by Wil van der Aalst and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-07 with Computers categories.
More and more information about business processes is recorded by information systems in the form of so-called “event logs”. Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only allows organizations to fully benefit from the information stored in their systems, but it can also be used to check the conformance of processes, detect bottlenecks, and predict execution problems. Wil van der Aalst delivers the first book on process mining. It aims to be self-contained while covering the entire process mining spectrum from process discovery to operational support. In Part I, the author provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Part II focuses on process discovery as the most important process mining task. Part III moves beyond discovering the control flow of processes and highlights conformance checking, and organizational and time perspectives. Part IV guides the reader in successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM. Finally, Part V takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Proceedings Of The Eighth International Conference On Soft Computing And Pattern Recognition Socpar 2016
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Author : Ajith Abraham
language : en
Publisher: Springer
Release Date : 2017-08-17
Proceedings Of The Eighth International Conference On Soft Computing And Pattern Recognition Socpar 2016 written by Ajith Abraham and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-17 with Technology & Engineering categories.
This volume presents 70 carefully selected papers from a major joint event: the 8th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016) and the 8th International Conference on Computational Aspects of Social Networks (CASoN 2016). SoCPaR–CASoN 2016, which was organized by the Machine Intelligence Research Labs (MIR Labs), USA and Vellore Institute of Technology (VIT), India and held at the VIT on December 19–21, 2016. It brings together researchers and practitioners from academia and industry to share their experiences and exchange new ideas on all interdisciplinary areas of soft computing and pattern recognition, as well as intelligent methods applied to social networks. This book is a valuable resource for practicing engineers/scientists and researchers working in the field of soft computing, pattern recognition and social networks.
Process Mining
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Author : Wil M. P. van der Aalst
language : en
Publisher: Springer
Release Date : 2016-04-15
Process Mining written by Wil M. P. van der Aalst and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-15 with Computers categories.
This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.
Handbook Of Statistical Analysis And Data Mining Applications
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Author : Ken Yale
language : en
Publisher: Elsevier
Release Date : 2017-11-09
Handbook Of Statistical Analysis And Data Mining Applications written by Ken Yale and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-09 with Mathematics categories.
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
Applications And Developments In Semantic Process Mining
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Author : Okoye, Kingsley
language : en
Publisher: IGI Global
Release Date : 2020-04-10
Applications And Developments In Semantic Process Mining written by Okoye, Kingsley and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-10 with Computers categories.
As technology becomes increasingly intelligent, various factors within the field of data science are seeing significant transformation. Process analysis is one area that is undergoing substantial development due to the implementation of semantic reasoning and web technologies. The congruence of these two systems has created various applications and developments in data processing and analysis across several professional fields. Applications and Developments in Semantic Process Mining is an essential reference source that discusses the improvement of process mining algorithms through the implementation of semantic modeling and representation. Featuring research on topics such as domain ontologies, fuzzy modeling, and information extraction, the book takes into account the different stages of process mining and its application in real time and then expounds the classical process mining techniques to semantical preparation of the extracted models for further analysis and querying at a more abstract level. The book provides a wide-ranging idea of the application and development of semantic process mining that is expected to be beneficial and used by professionals, software and data engineers, software developers, IT experts, business owners and entrepreneurs, and process analysts.
Ai S Role In Enhanced Automotive Safety
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Author : Vyas, Vikas
language : en
Publisher: IGI Global
Release Date : 2025-05-01
Ai S Role In Enhanced Automotive Safety written by Vyas, Vikas and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Technology & Engineering categories.
Artificial intelligence (AI) plays a transformative role in enhancing automotive safety, revolutionizing how vehicles prevent accidents and protect passengers. By integrating advanced sensors, real-time data analysis, and machine learning algorithms, AI enables cars to detect hazards, predict potential collisions, and respond fast. From driver-assistance features like automatic emergency braking and lane assistance, to the development of fully autonomous vehicles, AI reshapes the landscape of road safety. As technology evolves, AI's role in minimizing human error and improving safe, smart transportation begs further exploration. AI's Role in Enhanced Automotive Safety explores AI-driven advancements in automotive safety, highlights possible obstacles to widespread adoption, and offers policy suggestions. It examines the possible impacts of AI-driven technology on vehicle safety. This book covers topics such as deep learning, neural networks, and sensor technology, and is a useful resource computer, civil, and mechanical engineers, automotive business owners, urban developers, academicians, researchers, and data scientists.
Handbook Of Research On Safe Disposal Methods Of Municipal Solid Wastes For A Sustainable Environment
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Author : Srivastava, Prateek
language : en
Publisher: IGI Global
Release Date : 2023-07-14
Handbook Of Research On Safe Disposal Methods Of Municipal Solid Wastes For A Sustainable Environment written by Srivastava, Prateek and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-14 with Technology & Engineering categories.
Managing solid waste is one of the biggest challenges in urban areas around the world. Technologically advanced economies generate vast amounts of organic waste materials, many of which are disposed of in landfills. In the future, efficient use of carbon-containing waste and all other waste materials must be increased to reduce the need for virgin raw materials acquisition, including biomass, and reduce carbon emissions to the atmosphere, mitigating climate change. Moreover, expeditious development in information and communications technology (ICT) has made the machines more powerful and efficient, but at the same time, there is a simultaneous decrease in product life leading to an extensive rise in the annual production of e-waste, or electronic waste. Considering the health hazards and environmental implications of e-waste, it has become a global problem that needs serious attention. The Handbook of Research on Safe Disposal Methods of Municipal Solid Wastes for a Sustainable Environment covers waste management principles and strategies in different fields and corresponding applications. The book also focuses on the waste management strategies for a sustainable environment that have emerged. Covering key topics such as waste, energy, and recycling, this premier reference source is an excellent resource for environmentalists, government officials, researchers, scholars, academicians, practitioners, instructors, and students.
Concepts And Applications Of Brain Computer Interfaces
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2025-05-14
Concepts And Applications Of Brain Computer Interfaces written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-14 with Computers categories.
Brain-computer interfaces (BCIs) emerge as new technologies bridging the gap between the human brain and digital systems, unlocking new possibilities in communication, rehabilitation, and human augmentation. By translating neural signals into usable data, BCIs enable direct interaction with computers, prosthetics, and other devices, offering transformative applications for individuals with disabilities and enhancing cognitive capabilities. From enabling paralyzed individuals to control robotic limbs to offering advanced approaches for treating neurological disorders, BCIs pave the way for a future where the mind influences and controls the digital world. As research and development advances, the concepts and applications of BCIs may redefine how we interact with technology, with insights into medicine, education, and more. Concepts and Applications of Brain-Computer Interfaces explores the positive impacts of brain-computer technology in the medical field, including preventative measures and the rehabilitation of severe brain damage. It examines how BCIs foster mutual comprehension between users and the surrounding systems, and the technological obstacles that arise when utilizing brain signals in different components. This book covers topics such as deep learning, brain modulation, and artificial intelligence, and is a useful resource for data scientists, engineers, business owners, academicians, and researchers.
Embracing The Cloud As A Business Essential
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Author : Rai, Pankaj Kumar
language : en
Publisher: IGI Global
Release Date : 2025-04-08
Embracing The Cloud As A Business Essential written by Rai, Pankaj Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-08 with Computers categories.
Through cloud computing, a vast amount of processing power may now be accessed with only a few clicks of the mouse. As a consequence of this, the manner in which businesses approach computers for the purposes of conducting research and carrying out commercial activities will undergo a considerable transition. This move marks a substantial democratization of computing power, which means that it will have an influence on every industry and will ignite the flames of innovation at a rate that has never been seen before. Embracing the Cloud as a Business Essential explores the transformation brought about by the shift in the way that processing power is utilized. It discusses "Computer as a Commodity" rather than "Computer as a Service" as the proper moment for enterprises to begin addressing its utilization. Covering topics such as cost management, marginalized communities, and smart contracts, this book is an excellent resource for business leaders, computer programmers, cloud developers, professionals, researchers, scholars, academicians, and more.