The Theory Of Statistical Implicative Analysis

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The Theory Of Statistical Implicative Analysis

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Author : Régis Gras
language : en
Publisher: CRC Press
Release Date : 2023-11-29

The Theory Of Statistical Implicative Analysis written by Régis Gras and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-29 with Mathematics categories.

This book summarizes the methods and concepts of Statistical Implicative Analysis (SIA), created by Régis Gras in the 1980s to study, in a new way, the behavioural responses of French pupils to mathematics tests. Using a multidimensional, non-symmetrical data analysis method, SIA crosses a set of subjects or objects with a set of variables. It effectively complements traditional correlational and psychometric methods. SIA, through its various extensions, is today presented as a broad Artificial Intelligence method aimed at extracting trends and possible causalities in the form of rules, from a set of variables. It is based on the unlikeliness of the existence of these relationships, i.e. on the relative weakness of their counter-examples compared to what chance alone would produce. It establishes a dual topological relationship between the set of subjects and the set of variables. Many applications of this approach, driving forces or crucibles for the development of SIA, have concerned and still concern various fields such as didactics, evaluation and assessment, psychology, sociology, medicine, biology, economics, art history, and others. Key Features: Presents the foundations and representations of SIA Provides extensions of variable sets and subjects Includes a bonus exercise

Statistical Implicative Analysis

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Author : Régis Gras
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-04-29

Statistical Implicative Analysis written by Régis Gras and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-29 with Mathematics categories.

Statistical implicative analysis is a data analysis method created by Régis Gras almost thirty years ago which has a significant impact on a variety of areas ranging from pedagogical and psychological research to data mining. Statistical implicative analysis (SIA) provides a framework for evaluating the strength of implications; such implications are formed through common knowledge acquisition techniques in any learning process, human or artificial. This new concept has developed into a unifying methodology, and has generated a powerful convergence of thought between mathematicians, statisticians, psychologists, specialists in pedagogy and last, but not least, computer scientists specialized in data mining. This volume collects significant research contributions of several rather distinct disciplines that benefit from SIA. Contributions range from psychological and pedagogical research, bioinformatics, knowledge management, and data mining.

Statistical Implicative Analysis

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Author : Régis Gras
language : en
Publisher: Springer
Release Date : 2008-07-06

Statistical Implicative Analysis written by Régis Gras and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-06 with Technology & Engineering categories.

Statistical implicative analysis is a data analysis method created by Régis Gras almost thirty years ago which has a significant impact on a variety of areas ranging from pedagogical and psychological research to data mining. Statistical implicative analysis (SIA) provides a framework for evaluating the strength of implications; such implications are formed through common knowledge acquisition techniques in any learning process, human or artificial. This new concept has developed into a unifying methodology, and has generated a powerful convergence of thought between mathematicians, statisticians, psychologists, specialists in pedagogy and last, but not least, computer scientists specialized in data mining. This volume collects significant research contributions of several rather distinct disciplines that benefit from SIA. Contributions range from psychological and pedagogical research, bioinformatics, knowledge management, and data mining.

The Theory Of Statistical Implicative Analysis

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Author : Régis Gras
language : en
Publisher:
Release Date :

The Theory Of Statistical Implicative Analysis written by Régis Gras and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with MATHEMATICS categories.

This book summarizes the methods and concepts of Statistical Implicative Analysis (SIA), created by Rgis Gras in the 1980s to study, in a new way, the behavioural responses of French pupils to mathematics tests. Using a multidimensional, non-symmetrical data analysis method, SIA crosses a set of subjects or objects with a set of variables. It effectively complements traditional correlational and psychometric methods. SIA, through its various extensions, is today presented as a broad Artificial Intelligence method aimed at extracting trends and possible causalities in the form of rules, from a set of variables. It is based on the unlikeliness of the existence of these relationships, i.e. on the relative weakness of their counter-examples compared to what chance alone would produce. It establishes a dual topological relationship between the set of subjects and the set of variables. Many applications of this approach, driving forces or crucibles for the development of SIA, have concerned and still concern various fields such as didactics, evaluation and assessment, psychology, sociology, medicine, biology, economics, art history, and others. Key Features: Presents the foundations and representations of SIA Provides extensions of variable sets and subjects Includes a bonus exercise

3rd International Conference On Lifelong Education And Leadership For All Iclel 2017

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Author : Prof. Dr. Paulo Alberto da SILVA PEREIRA
language : en
Publisher: Prof. Dr. Osman Titrek, Prof. Dr. Paulo Alberto da SILVA PEREIRA, Res. Assist. Gozde SEZEN-GULTEKIN
Release Date : 2018-12-27

3rd International Conference On Lifelong Education And Leadership For All Iclel 2017 written by Prof. Dr. Paulo Alberto da SILVA PEREIRA and has been published by Prof. Dr. Osman Titrek, Prof. Dr. Paulo Alberto da SILVA PEREIRA, Res. Assist. Gozde SEZEN-GULTEKIN this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-27 with Business & Economics categories.

Copyright © 2017, ICLEL Conferences All rights reserved by ICLEL Conferences

Fourth International Congress On Information And Communication Technology

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Author : Xin-She Yang
language : en
Publisher: Springer Nature
Release Date : 2019-11-30

Fourth International Congress On Information And Communication Technology written by Xin-She Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-30 with Technology & Engineering categories.

This book gathers selected high-quality research papers presented at the Fourth International Congress on Information and Communication Technology, held at Brunel University, London, on February 27–28, 2019. It discusses emerging topics pertaining to information and communication technology (ICT) for managerial applications, e-governance, e-agriculture, e-education and computing technologies, the Internet of things (IoT), and e-mining. Written by respected experts and researchers working on ICT, the book offers a valuable asset for young researchers involved in advanced studies.

Post Mining Of Association Rules Techniques For Effective Knowledge Extraction

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Author : Zhao, Yanchang
language : en
Publisher: IGI Global
Release Date : 2009-05-31

Post Mining Of Association Rules Techniques For Effective Knowledge Extraction written by Zhao, Yanchang and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-31 with Computers categories.

Provides a systematic collection on post-mining, summarization and presentation of association rules, and new forms of association rules.

Real World Tools And Scenarios For Entrepreneurship Exploration

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Author : Masouras, Andreas
language : en
Publisher: IGI Global
Release Date : 2024-10-25

Real World Tools And Scenarios For Entrepreneurship Exploration written by Masouras, Andreas and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-25 with Business & Economics categories.

Entrepreneurship, a dynamic force driving economic growth and innovation, faces multifaceted challenges in today's global landscape. Small firms, vital for economic diversity and innovation, need more resources and technological capabilities to compete with larger enterprises. Moreover, the rapid pace of technological advancement, while offering growth opportunities, also presents complexities in adoption and integration. Cultural, regulatory, and institutional differences further compound these challenges, hindering entrepreneurial success and regional development. Real-World Tools and Scenarios for Entrepreneurship Exploration offers a comprehensive solution to the complexity entrepreneurs and small businesses face. The book equips readers with the latest trends and insights into entrepreneurial practices worldwide by presenting real-world scenarios. Through comparative analyses, it provides a deep understanding of the institutional frameworks impacting entrepreneurship and offers strategies for overcoming technological burdens. The book also delves into the psychology of successful entrepreneurs, fostering an entrepreneurial mindset crucial for navigating challenges and seizing opportunities.

Advances In Computational Collective Intelligence

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Author : Marcin Hernes
language : en
Publisher: Springer Nature
Release Date : 2020-11-20

Advances In Computational Collective Intelligence written by Marcin Hernes and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-20 with Computers categories.

This book constitutes refereed proceedings of the 12th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November – December 2020. Due to the the COVID-19 pandemic the conference was held online. The 68 papers were thoroughly reviewed and selected from 314 submissions. The papers are organized according to the following topical sections: ​data mining and machine learning; deep learning and applications for industry 4.0; recommender systems; computer vision techniques; decision support and control systems; intelligent management information systems; innovations in intelligent systems; intelligent modeling and simulation approaches for games and real world systems; experience enhanced intelligence to IoT; data driven IoT for smart society; applications of collective intelligence; natural language processing; low resource languages processing; computational collective intelligence and natural language processing.

Proceedings Of Seventh International Congress On Information And Communication Technology

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Author : Xin-She Yang
language : en
Publisher: Springer Nature
Release Date : 2022-07-11

Proceedings Of Seventh International Congress On Information And Communication Technology written by Xin-She Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-11 with Technology & Engineering categories.

This book gathers selected high-quality research papers presented at the Seventh International Congress on Information and Communication Technology, held at Brunel University, London, on February 21–24, 2022. It discusses emerging topics pertaining to information and communication technology (ICT) for managerial applications, e-governance, e-agriculture, e-education and computing technologies, the Internet of Things (IoT) and e-mining. Written by respected experts and researchers working on ICT, the book offers a valuable asset for young researchers involved in advanced studies. The work is presented in four volumes.