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Titlebook: Computational Techniques for Intelligence Analysis; A Cognitive Approach Vincenzo Loia,Francesco Orciuoli,Angelo Gaeta Textbook 2023 The Ed

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发表于 2025-3-21 19:04:46 | 显示全部楼层 |阅读模式
书目名称Computational Techniques for Intelligence Analysis
副标题A Cognitive Approach
编辑Vincenzo Loia,Francesco Orciuoli,Angelo Gaeta
视频videohttp://file.papertrans.cn/234/233180/233180.mp4
概述Is about computational techniques for Intelligence analysis that belongs to the macro-area of risk management.Focuses on definition and implementation of computational tools.Appeals to students, profe
图书封面Titlebook: Computational Techniques for Intelligence Analysis; A Cognitive Approach Vincenzo Loia,Francesco Orciuoli,Angelo Gaeta Textbook 2023 The Ed
描述.This book focuses on the definition and implementation of data-driven computational tools supporting decision-making along heterogeneous intelligence scenarios. Intelligence analysis includes methodologies, activities, and tools aimed at obtaining complex information from a set of isolated data gathered from different sensors. The tools aim at increasing the level of situation awareness of decision-makers through the construction of abstract structures supporting human operators in reasoning and making decisions. This book appeals to students, professionals, and academic researchers in computational intelligence and approximate reasoning applications. It is a comprehensive textbook on the subject, supported with case studies and practical examples in Python. The readers will learn how to define decision support systems for the intelligence analysis through the application of situation awareness and granular computing for information processing. .
出版日期Textbook 2023
关键词Computational Intelligence; Artificial Intelligence; Fuzzy Logic; Fuzziness; Contemporary Fuzzy Logic; Sc
版次1
doihttps://doi.org/10.1007/978-3-031-20851-5
isbn_softcover978-3-031-20853-9
isbn_ebook978-3-031-20851-5
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Computational Techniques for Intelligence AnalysisA Cognitive Approach
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Computational Techniques for Intelligence Analysis978-3-031-20851-5
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Textbook 2023examples in Python. The readers will learn how to define decision support systems for the intelligence analysis through the application of situation awareness and granular computing for information processing. .
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System Modelling with Graphsalysis and Evaluation-based Three-Way Decisions. The chapter also includes the discussion on reasoning approaches for critical functionality of a system and Python code implementing the different method steps.
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Concept Drift Analysis with Structures of Opposition contains contradictions or, in general, elements of opposition. The proposed method can be adopted to analyse concept drifts in data. The chapter includes Python code implementing the different method steps.
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