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Titlebook: Innovations in Intelligent Systems; Ajith Abraham,Lakhmi Jain,Berend Jan Zwaag Book 2004 Springer-Verlag Berlin Heidelberg 2004 Case-Based

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發(fā)表于 2025-3-21 17:59:13 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Innovations in Intelligent Systems
編輯Ajith Abraham,Lakhmi Jain,Berend Jan Zwaag
視頻videohttp://file.papertrans.cn/468/467135/467135.mp4
概述Latest developments in intelligent paradigms and practical interesting applications.State of the art in building ‘thinking‘ machines and improving our understanding of intelligence
叢書名稱Studies in Fuzziness and Soft Computing
圖書封面Titlebook: Innovations in Intelligent Systems;  Ajith Abraham,Lakhmi Jain,Berend Jan Zwaag Book 2004 Springer-Verlag Berlin Heidelberg 2004 Case-Based
描述.Innovations in Intelligent Systems is a rare collection of the latest developments in intelligent paradigms such as knowledge-based systems, computational intelligence and hybrid combinations as well as practical applications in engineering, science, business and commerce. The book covers central topics such as intelligent multi-agent systems, data mining, case-based reasoning, and rough sets. Essential techniques to the development of intelligent machines are investigated such as pattern recognition and classification, machine learning, natural language processing, grammar, evolutionary schemes, fuzzy-neural procedures, and intelligent vision. The book also includes useful applications ranging from medical diagnosis and technical/medical language translation, to power demand forecasting and manufacturing plants. Due to its depth and breadth of the coverage and the usefulness of the techniques and applications, this book is a valuable reference for experts and students alike..
出版日期Book 2004
關(guān)鍵詞Case-Based Reasoning; cognition; computational intelligence; data mining; fuzzy; grammar; intelligence; int
版次1
doihttps://doi.org/10.1007/978-3-540-39615-4
isbn_softcover978-3-642-05784-7
isbn_ebook978-3-540-39615-4Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2004
The information of publication is updating

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Bayesian Control of Dynamic Systemsttern recognition. Although the parallels between dynamic Bayesian networks and description of dynamic systems by Kalman filters and difference equations are well known since many years, Bayesian networks have not been applied to problems in the area of adaptive control of dynamic systems..To show h
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Automated Case Selection from Databases Using Similarity-Based Rough Approximationerive representative cases automatically from larger, available databases rather than acquiring them from domain experts. Case selection is a branch of data mining that aims at choosing representative cases from large data sets for future case-based reasoning tasks. This chapter presents two algorit
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An Induction Algorithm with Selection Significance Based on a Fuzzy Derivativedescribe the influence of the change of one parameter on another. In this algorithm we generate sets of classification rules. We define a coefficient of significance for every single rule. This coefficient describes for a test example a degree of membership of the class predicted by the rule. A new
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An Automated Report Generation Tool for the Data Understanding Phasel for automatically generating data survey reports for this purpose is described. Such a report is used as a starting point for data understanding, acts as documentation of the data, and can easily be redone if necessary. The main focus is on describing the cluster structure and the contents of the
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Finding Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programmingproblem of finding trigonometric identities, and compare its performance with standard approaches. We analyze the fitness landscape of the problem, and gain some understanding of the relative performance of the standard and new representations.
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