Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

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Author: Naidenova, Xenia
Publisher: IGI Global
ISBN: 1605668117
Size: 66.45 MB
Format: PDF, ePub
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Machine Learning Methods For Commonsense Reasoning Processes Interactive Models by Naidenova, Xenia


Original Title: Machine Learning Methods For Commonsense Reasoning Processes Interactive Models

This book suggests that classification is a key to human commonsense reasoning and transforms traditional considerations of data and knowledge communications, presenting an effective classification of logical rules used in the modeling of commonsense reasoning.

Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems

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Author: Naidenova, Xenia
Publisher: IGI Global
ISBN: 1466619015
Size: 18.16 MB
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Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems by Naidenova, Xenia


Original Title: Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems

The consideration of symbolic machine learning algorithms as an entire class will make it possible, in the future, to generate algorithms, with the aid of some parameters, depending on the initial users' requirements and the quality of solving targeted problems in domain applications. Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems surveys, analyzes, and compares the most effective algorithms for mining all kinds of logical rules. Global academics and professionals in related fields have come together to create this unique knowledge-sharing resources which will serve as a forum for future collaborations.

Mathematical Methods For Knowledge Discovery And Data Mining

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Author: Felici, Giovanni
Publisher: IGI Global
ISBN: 1599045303
Size: 60.19 MB
Format: PDF, ePub, Docs
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Mathematical Methods For Knowledge Discovery And Data Mining by Felici, Giovanni


Original Title: Mathematical Methods For Knowledge Discovery And Data Mining

"This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable resource for scholars and practitioners in the fields of biomedicine, engineering, finance, manufacturing, marketing, performance measurement, and telecommunications"--Provided by publisher.

Data Mining And Knowledge Discovery Approaches Based On Rule Induction Techniques

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Author: Evangelos Triantaphyllou
Publisher: Springer Science & Business Media
ISBN: 0387342966
Size: 44.27 MB
Format: PDF
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Data Mining And Knowledge Discovery Approaches Based On Rule Induction Techniques by Evangelos Triantaphyllou


Original Title: Data Mining And Knowledge Discovery Approaches Based On Rule Induction Techniques

This book outlines the core theory and practice of data mining and knowledge discovery (DM & KD) examining theoretical foundations for various methods, and presenting an array of examples, many drawn from real-life applications. Most theoretical developments are accompanied by extensive empirical analysis, offering a deep insight into both theoretical and practical aspects of the subject. The book presents the combined research experiences of 40 expert contributors of world renown.

Machine Learning

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Author:
Publisher:
ISBN: 9781609608200
Size: 36.39 MB
Format: PDF
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Machine Learning by


Original Title: Machine Learning

"This reference offers a wide-ranging selection of key research in a complex field of study,discussing topics ranging from using machine learning to improve the effectiveness of agents and multi-agent systems to developing machine learning software for high frequency trading in financial markets"--Provided by publisher.

Intelligent Data Analysis For Real Life Applications Theory And Practice

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Author: Magdalena-Benedito, Rafael
Publisher: IGI Global
ISBN: 1466618078
Size: 47.21 MB
Format: PDF, Mobi
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Intelligent Data Analysis For Real Life Applications Theory And Practice by Magdalena-Benedito, Rafael


Original Title: Intelligent Data Analysis For Real Life Applications Theory And Practice

With the recent and enormous increase in the amount of available data sets of all kinds, applying effective and efficient techniques for analyzing and extracting information from that data has become a crucial task. Intelligent Data Analysis for Real-Life Applications: Theory and Practice investigates the application of Intelligent Data Analysis (IDA) to these data sets through the design and development of algorithms and techniques to extract knowledge from databases. This pivotal reference explores practical applications of IDA, and it is essential for academic and research libraries as well as students, researchers, and educators in data analysis, application development, and database management.

Handbook Of Research On Innovations In Database Technologies And Applications

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Author: Viviana E. Ferraggine
Publisher: IGI Global Snippet
ISBN: 1605662437
Size: 19.28 MB
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Handbook Of Research On Innovations In Database Technologies And Applications by Viviana E. Ferraggine


Original Title: Handbook Of Research On Innovations In Database Technologies And Applications

"This book provides a wide compendium of references to topics in the field of the databases systems and applications"--Provided by publisher.

Formal Concept Analysis

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Author: Florent Domenach
Publisher: Springer
ISBN: 3642298923
Size: 73.30 MB
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Formal Concept Analysis by Florent Domenach


Original Title: Formal Concept Analysis

This book constitutes the refereed proceedings of the 10th International Conference on Formal Concept Analysis, ICFCA 2012, held in Leuven, Belgium in May 2012. The 20 revised full papers presented together with 6 invited talks were carefully reviewed and selected from 68 submissions. The topics covered in this volume range from recent advances in machine learning and data mining; mining terrorist networks and revealing criminals; concept-based process mining; to scalability issues in FCA and rough sets.

Advances In Abstract Intelligence And Soft Computing

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Author: Wang, Yingxu
Publisher: IGI Global
ISBN: 1466626828
Size: 77.97 MB
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Advances In Abstract Intelligence And Soft Computing by Wang, Yingxu


Original Title: Advances In Abstract Intelligence And Soft Computing

Continuous developments in software and intelligence sciences have brought together the studies of both natural and machine intelligence and the relationship between the function of the brain and the abstract soft mind; creating a new multidisciplinary field of study. Advances in Abstract Intelligence and Soft Computing brings together the latest research in computer science: theoretical software engineering, cognitive science and informatics, and also their influence on the processes of natural and machine intelligence. This book is a collection of widespread research in the constant expansions on this emerging discipline.

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