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Titlebook: Relational Calculus for Actionable Knowledge; Michel Barès,Éloi Bossé Book 2022 The Editor(s) (if applicable) and The Author(s), under exc

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发表于 2025-3-21 16:48:49 | 显示全部楼层 |阅读模式
书目名称Relational Calculus for Actionable Knowledge
编辑Michel Barès,Éloi Bossé
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概述Applies relational calculus to analytics and information fusion processes.Discusses the engineering of semantics and knowledge technology.Presents the formalization of advanced knowledge concepts
丛书名称Information Fusion and Data Science
图书封面Titlebook: Relational Calculus for Actionable Knowledge;  Michel Barès,Éloi Bossé Book 2022 The Editor(s) (if applicable) and The Author(s), under exc
描述.This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively studied in management, business, and the social sciences but in computer science and engineering, its connection has only recently been established to data mining and its evolution, ‘Knowledge Discovery and Data Mining’ (KDD). Data mining seeks to extract interesting patterns from data, but, until now, the patterns discovered from data have not always been ‘actionable’ for decision-makers in Socio-Technical Organizations (STO). With the evolution of the Internet and connectivity, STOs have evolved into Cyber-Physical and Social Systems (CPSS) that are known to describe our world today. In such complex and dynamic environments, the conventional KDD process is insufficient, and additional processes are required to transform complex data into actionable knowledge.  .Readers are presented with advanced knowledge concepts and the analytics and information fusion (AIF) processes aimed at deliverin
出版日期Book 2022
关键词Actionable knowledge; Applied relational calculus; Analytics and information fusion; Knowledge discover
版次1
doihttps://doi.org/10.1007/978-3-030-92430-0
isbn_softcover978-3-030-92432-4
isbn_ebook978-3-030-92430-0Series ISSN 2510-1528 Series E-ISSN 2510-1536
issn_series 2510-1528
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Éloi Bossé,Michel Barèsn, the attackers constantly change their techniques and tactics creating new attack variants. However, the manual creation and execution of testflows to test the attacks and their variants generated by threat hunting systems remain a strenuous task that requires elusive knowledge and is time-consumi
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Éloi Bossé,Michel Barèsms. Despite many researchers’ efforts to develop anti-scam detection techniques, their main focus has been on understanding, detecting, and analyzing scam sites. State-of-the-art anti-scam research still faces several challenges, such as acquiring a properly labeled scam dataset, especially when the
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Éloi Bossé,Michel Barèsto handle inputs which lie far from the distribution they were trained on. Malicious actors can exploit this defect by making adversarial perturbations designed to cause the classifier to give an incorrect output. Classification-with-rejection methods attempt to solve this problem by allowing networ
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Éloi Bossé,Michel Barèsto handle inputs which lie far from the distribution they were trained on. Malicious actors can exploit this defect by making adversarial perturbations designed to cause the classifier to give an incorrect output. Classification-with-rejection methods attempt to solve this problem by allowing networ
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elopment of the hippocampus, similar bursts are also recorded.. These spontaneous bursts are generated by the synchronized action of interneurons acting as excitatory cells.. Nevertheless, the mechanism leading to synchronization still remains unclear. Here, we investigate the conditions in which sy
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Preliminaries on Crisp and Fuzzy Relational Calculus, and relational calculi, we group here the basic elements allowing to perform different operations on the calculation of the mathematical relations and also to examine the interest of their properties according to their respective contexts of use.
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