Data Mining Concepts Models Methods And Algorithms

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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 …

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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 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 Methods and Models 1st Edition

Apply powerful Data Mining Methods and Models to Leverage your Data for Actionable Results Data Mining Methods and Models provides: * The latest techniques for uncovering hidden nuggets of information * The insight into how the data mining algorithms actually work * The hands-on experience of performing data mining on large data sets Data …

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Data Mining: Concepts, Models, Methods And Algorithms

Data Mining: Concepts, Models, Methods And Algorithms [Mehmed Kantardzic] on Amazon. *FREE* shipping on qualifying offers. Data Mining: Concepts, Models, Methods And Algorithms ... Data Mining: Concepts, Models, Methods And Algorithms Paperback – January 1, 2017 . by Mehmed Kantardzic (Author) 3.5 3.5 out of 5 stars 6 ratings.

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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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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: 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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J.B. Speed School of Engineering

Dr. Kantardzic is the author of six books including the textbook: "Data Mining: Concepts, Models, Methods, and Algorithms" (John Wiley, third edition, 2019) which is accepted for data mining courses at more than hundred universities in USA and abroad, and translated into Chinese, Japanese, Spanish, and Farsi.

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DATA MINING

Understand the basic data-mining techniques and will be able to use standard, or to develop new software tools for data mining. Textbook: Mehmed Kantardzic, "Data Mining: Concepts, Models, Methods, and Algorithms", second edition, IEEE Press & …

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Data Mining Techniques

This involves converting the data into a form that is suitable for data mining algorithms. Data Mining: ... that describe and distinguish data classes or concepts, for the purpose of being able to use the model to predict the class of objects whose class label is unknown. The determined model depends on the investigation of a set of training ...

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Dr. KANTARDZIC WEBSITE

Kantardzic is the author of six books including the textbook: "Data Mining: Concepts, Models, Methods, and Algorithms" (John Wiley, second edition, 2011) which is accepted for data mining courses at more than hundred universities in USA and abroad. He is the author of over 40 peer-reviewed journal publications, 20 book chapters, and over 200 ...

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Data Mining | Wiley Online Books

Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition. Author(s): Mehmed Kantardzic; First published: 29 July 2011. ... 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 ...

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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

DATA MINING Concepts, Models, Methods, and Algorithms THIRD EDITION Mehmed Kantardzic *^*4-IEEE PRESS WILEY . CONTENTS ... 11.2 Web Content, Structure, and Usage Mining 11.3 Hits and Logsom Algorithms 11.4 Mining Path-Traversal Patterns 11.5 PageRank Algorithm 11.6 Recommender Systems 11.7 Text Mining 11.8 Latent Semantic Analysis

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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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