Data Mining: Concepts, Models, Methods, and Algorithms

A hybrid coupled k-nearest neighbor classification algorithm (HC-kNN) for mixed type data is proposed, by doing discretization on numerical features to adapt the inter coupling similarity as the authors do on categorical features, then combing this coupled similarity to the original similarity or distance, to overcome the shortcoming of the previous algorithms.

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Data Mining: Concepts, Models, Methods, and Algorithms

Request PDF | On Dec 1, 2005, Mehmed Kantardzie and others published Data Mining: Concepts, Models, Methods, and Algorithms | Find, read and cite all the research you need on ResearchGate

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Data Mining: Concepts, Models, Methods, and Algorithms

This Second Edition of Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, …

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Data Mining: Concepts, Models, Methods, and Algorithms, 3rd …

Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern ...

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Data Mining: Concepts, Models, Methods, and Algorithms

In summary, Data Mining: Concepts, Models, Methods, and Algorithms provides a useful introductory guide to the field of data mining, and covers a broad variety of topics, spanning the space from statistical learning theory, to fuzzy logic, to data visualization. The book is sure to appeal to readers interested in learning about the nuts-and ...

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Data Mining: Concepts, Models, Methods, and Algorithms, 3rd …

Data Mining: Concepts, Models, Methods, and Algorithms, 3rd Edition. Read an Excerpt Table of Contents (PDF) Chapter 1 (PDF) Download Product Flyer; ... Data Mining: Concepts, Models, Methods, and Algorithms, 3rd Edition. Mehmed Kantardzic. ISBN: 978-1-119-51607-1 October 2019 Wiley-IEEE Press 672 Pages. E-Book. Starting at just CAD $129.99.

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Data Mining : Concepts, Models, Methods, and Algorithms

Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces. The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data …

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Data Mining: Concepts, Models, Methods, and Algorithms

The first part (Chapters 1 to 4) is devoted to the basic data mining concepts and issues, and the second part (Chapters 5 to 12) describes a wide range of data mining methods and algorithms. The first chapter of the book begins with an overview of primary data mining tasks such as classification, regression, clustering, summarization ...

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Data Mining: Concepts, Models, Methods, and Algorithms / Edition 3

Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces. The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data …

WhatsApp: +86 18221755073

Data Mining: Concepts, Models, Methods, and Algorithms

In summary, Data Mining: Concepts, Models, Methods, and Algorithms provides a useful introductory guide to the field of data mining, and covers a broad variety of topics, spanning the space from statistical learning theory, to fuzzy logic, to data visu-alization. The book is sure to appeal to readers interested in learn-

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Data mining : concepts, models, methods, and algorithms

Data mining : concepts, models, methods, and algorithms ... and Usage Mining 360 11.3 Hits and Logsom Algorithms 362 11.4 Mining Path-Traversal Patterns 368 11.5 PageRank Algorithm 371 11.6 Recommender Systems 374 11.7 Text Mining 375 11.8 Latent Semantic Analysis 379 11.9 Review Questions and Problems 385 11.10 References for Further Study 388 ...

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Data mining : concepts, models, methods, and algorithms

DATAMINING Concepts, Models, Methods, and Algorithms SECONDEDITION MehmedKantardzic UniversityofLouisville-Oheee IEEE PRESS ©WILEY ... 11.3 HITS andLOGSOMAlgorithms 305 11.4 Mining Path-TraversalPatterns 310 11.5 PageRankAlgorithm 313 11.6 TextMining 316 11.7 LatentSemanticAnalysis (LSA) 320

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Data Mining: Concepts, Models, Methods, and Algorithms

Request PDF | On May 1, 2004, Ming Liang published Data Mining: Concepts, Models, Methods, and Algorithms | Find, read and cite all the research you need on ResearchGate

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Data mining : concepts, models, methods, and algorithms

Data mining : concepts, models, methods, and algorithms Bookreader Item Preview ... Data mining Publisher Hoboken, NJ : Wiley-Interscience : IEEE Press Collection …

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Data Mining : Concepts, Models, Methods, and Algorithms

The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the explanation of …

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Data Mining: Concepts, Models, Methods, and Algorithms

This Second Edition of Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, fuzzy logic, and evolutionary computation. Detailed algorithms are ...

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Data Mining: Concepts, Models, Methods, and Algorithms

Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, fuzzy logic, and evolutionary computation. Detailed algorithms are provided with necessary ...

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Data Mining : Concepts, Models, Methods, and Algorithms

Data Mining: Concepts, Models, Methods, and Algorithms. Mehmed Kantardzic. Wiley, Aug 8, 2011 - Computers - 520 pages. ... Director of CECS Graduate Studies, as well as Director of the Data Mining Lab. A member of IEEE, ISCA, and SPIE, Dr. Kantardzic has won awards for several of his papers, has been published in numerous referred journals, and ...

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Data Mining: Concepts, Models, Methods, and Algorithms

2011. This paper proposes a framework for assessing the performance of non-banking financial institutions (NFIs). Firstly, we present an overview of the non-banking financial institutions' sector in Romania and, then, the CAAMPL system which is used to evaluate the performance of banks.

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Data Mining: Concepts, Models, Methods, and Algorithms

Request PDF | On Oct 5, 2011, Mehmed Kantardzic published Data Mining: Concepts, Models, Methods, and Algorithms | Find, read and cite all the research you need on ResearchGate

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Data Mining: Concepts, Models, Methods, and Algorithms

This one-stop guide to choosing the right tools and technologies for a state-of-the-art data management strategy built on a Customer Relationship Management (CRM) framework helps you understand the principles of data warehousing and data mining systems and carefully spell out techniques for applying them so that your business gets the biggest pay-off possible.

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Data Mining : Concepts, Models, Methods, and Algorithms

The author—a noted expert on the topic—explains the basic concepts, models, and methodologies that have been developed in recent years. This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. ... the updated third edition of Data Mining continues to ...

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Data Mining: Concepts, Models, Methods, and Algorithms

Data available in various sources, such as the Web and databases, are growing at an explosive rate. It has become more and more difficult to quickly locate useful and high quality information from ...

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Wiley Data Mining: Concepts, Models, Methods, and …

Data Mining: Concepts, Models, Methods, and Algorithms, 3rd Edition Mehmed Kantardzic E-Book 978-1-119-51607-1 October 2019 £91.99 Hardcover 978-1-119-51604-0 December 2019 £107.00 ... third edition of Data Mining continues to provide an essential guide to the basic principles of the technology and the most recent developments in the field.

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DATA MINING

DATA MINING Concepts, Models, Methods, and Algorithms SECOND EDITION Mehmed Kantardzic University of Louisville A JOHN WILEY & SONS, INC., PUBLICATION ... Data mining : concepts, models, methods, and algorithms / Mehmed Kantardzic. – 2nd ed. p. cm. ISBN 978-0-470-89045-5 (cloth) 1. Data mining. I. Title. QA76.9.D343K36 2011

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Data Mining : Concepts, Models, Methods, and Algorithms

Due to the ever-increasing complexity and size of today's data sets, a new term, data mining, was created to describe the indirect, automatic data analysis techniques that utilize more complex and sophisticated tools than those which analysts used in the past to do mere data analysis. Data Mining: Concepts, Models, Methods, and Algorithms ...

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Data Mining : Concepts, Models, Methods, and Algorithms

This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information …

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Data Mining : Concepts, Models, Methods, and Algorithms

The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results …

WhatsApp: +86 18221755073

Data Mining: Concepts, Models, Methods, and Algorithms, 3rd …

Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces

WhatsApp: +86 18221755073

Data Mining: Concepts, Models, Methods, and Algorithms, 2nd …

This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the …

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Data Mining: Concepts, Models, Methods, and Algorithms, 3rd …

The author—a noted expert on the topic—explains the basic concepts, models, and methodologies that have been developed in recent years. This new edition introduces and …

WhatsApp: +86 18221755073

Data Mining: Concepts, Models, Methods, and Algorithms

Request PDF | Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition | This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data ...

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Data Mining: Concepts, Models, Methods, and Algorithms

This Second Edition of Data Mining: Concepts, Models, Methods, and Algorithms discusses data mining principles and then describes representative state-of-the-art methods …

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Data Mining: Concepts, Models, Methods, and …

Data Mining: Concepts, Models, Methods, and Algorithms is a comprehensive textbook that serves as an introduction to data mining methodologies, targeted …

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