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.

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 Techniques In Business Environments

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Author : Andrea Burattin
language : en
Publisher: Springer
Release Date : 2015-05-12

Process Mining Techniques In Business Environments written by Andrea Burattin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-12 with Computers categories.

After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic "batch process mining," and second to more recent "online process mining." The book encompasses a revised version of the author's PhD thesis, which won the "Best Process Mining Dissertation Award" in 2014, awarded by the IEEE Task Force on Process Mining.

Pattern Analysis Of Personality Dimensions Using Artificial Intelligence

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Author : Vijayalakshmi Kakulapati
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2023-12-08

Pattern Analysis Of Personality Dimensions Using Artificial Intelligence written by Vijayalakshmi Kakulapati and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-08 with Computers categories.

This book explores real-world uses of artificial intelligence (AI) for the interpretation of behavioral patterns, and how behavior may have a significant influence on a person's actions, choices and personality. It also discusses problems with AI, as well as its various uses, such as controlling diseases that affect millions of people. The book serves as a succinct introduction to new notions and theories that may be discovered at the nexus of AI and modern personality analysis. Subjects such as deep learning, deep neural networks, and meteorological applications are discussed, making this book perfect for artificial intelligence data scientists, business executives, academics, practitioners, instructors, and students.

Process Mining In Practice Development Of A Project Methodology

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Author : Lukas Braun
language : en
Publisher: GRIN Verlag
Release Date : 2022-09-02

Process Mining In Practice Development Of A Project Methodology written by Lukas Braun and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-02 with Business & Economics categories.

Master's Thesis from the year 2020 in the subject Business economics - Business Management, Corporate Governance, grade: 1,3, University of Bayreuth, language: English, abstract: Process Mining uses data to discover, monitor, and improve ongoing processes running inside organizations. Even though the relatively novel research discipline has matured theoretically, its practical application was treated with restraint by companies and lacks methodological thoroughness to this day. In order to diminish these shortcomings, this thesis aims to develop a process mining project methodology, which guides organizations through the implementation of process mining projects in practice. This work was developed using the Design Science Research Methodology (DSRM) and is based on both a theoretical and practical foundation. To this end, preexisting theoretical methodologies and fundamental literature were instrumented to build the methodology’s rough framework. Subsequently, a case study analysis enabled the incorporation of further details about specific tools, techniques, and roles typically employed in practical process mining applications. This way, the methodology obtains a deep level of detail, is geared to practical applicability in several economic sectors, and facilitates the entry into the field for beginners. Ultimately, a significant number of domain experts evaluated the methodology in an online survey format, allowing for further improvement of its design and validity.

Using Subsequence Mining To Identify Business Processes In Data Networks

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Author : Felix Kuhr
language : en
Publisher: GRIN Verlag
Release Date : 2017-01-13

Using Subsequence Mining To Identify Business Processes In Data Networks written by Felix Kuhr and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-13 with Computers categories.

Master's Thesis from the year 2016 in the subject Computer Science - Commercial Information Technology, grade: -, Hamburg University of Technology (TUHH; Universität zu Lübeck), language: English, abstract: To manage business processes, companies must previously define, configure, implement and enact them. Analysts try to identify companies’ business processes. However, large companies might have complex business processs (BPs) and consist of many business units. Therefore, classical business process modelling hardly scales. Both, companies and analysts are interested in automated approaches for business process modelling, saving time and money. Today’s business process analysts often use process mining techniques to extract company’s business processes by analyzing event logs of applications. This technique has its limitations, and is strongly dependent on the kind of log files of deployed applications. By designing our mission oriented network analysis (MONA) approach using algorithms having polynomial complexity, we show that identification of business processes is tractable. Identification of related tasks which constitute business processes is based on analysis of communication patterns in network traffic. We assume that today’s business processes are based on network-aided applications. Our software presents identified business processes using business process modelling notation.

Advanced Manufacturing Technology Icmse 2012

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Author : Wen Zhe Chen
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2012-02-27

Advanced Manufacturing Technology Icmse 2012 written by Wen Zhe Chen and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-27 with Technology & Engineering categories.

Selected, peer reviewed papers from the 3rd international Conference on Manufacturing Science and Engineering (ICMSE 2012), March 27-29, 2012, Xiamen, China

Ieee International Conference On Intelligent Transportation Systems Proceedings

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Author :
language : en
Publisher:
Release Date : 2003

Ieee International Conference On Intelligent Transportation Systems Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Automobiles categories.

Indian Journal Of Engineering And Materials Sciences

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Author :
language : en
Publisher:
Release Date : 2003

Indian Journal Of Engineering And Materials Sciences written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Engineering categories.

Image Processing And Pattern Recognition In Remote Sensing

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Author : S. G. Ungar
language : en
Publisher: SPIE-International Society for Optical Engineering
Release Date : 2003

Image Processing And Pattern Recognition In Remote Sensing written by S. G. Ungar and has been published by SPIE-International Society for Optical Engineering this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.