Data Mining Concepts and Techniques

"This book provides the theories and methods for processing data or information used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from collected data, known as KDD. The book focuses on the feasibility, usefulness, effectiveness and s...

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Bibliographic Details
Main Author: Han, Jiawei, (Author)
Format: eBook
Language: English
Published: Cambridge, MA, United States : Elsevier, 2023.
Edition: 4th edition
Subjects:
Computer science.
Data mining.
elektronické knihy
electronic books
ISBN: 0128117613
9780128117613
Physical Description: 1 online resource (xxix, 752 pages) : illustrations

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Table of contents

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001 kn-on1355231339
003 OCoLC
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006 m o d
007 cr cn|||||||||
008 221203s2023 maua o 000 0 eng d
040 |a SFB  |b eng  |e rda  |c SFB  |d OCLCF  |d LGG  |d OCLCO  |d OCLCL 
020 |a 0128117613 
020 |a 9780128117613 
035 |a (OCoLC)1355231339 
100 1 |a Han, Jiawei,  |e author. 
245 1 0 |a Data Mining Concepts and Techniques /  |c Jiawei Han [and two others]. 
250 |a 4th edition 
264 1 |a Cambridge, MA, United States :  |b Elsevier,  |c 2023. 
300 |a 1 online resource (xxix, 752 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "This book provides the theories and methods for processing data or information used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from collected data, known as KDD. The book focuses on the feasibility, usefulness, effectiveness and scalability of techniques of large datasets. After describing data mining, the authors explain the methods of knowing, preprocessing, processing and warehousing data. They then present information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. Users from computer science students, application developers, business professionals, and researchers who seek information on data mining will find this resource very helpful." 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Computer science. 
650 0 |a Data mining. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 |z 0-12-811760-5 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpDMCTE007/data-mining-concepts?kpromoter=marc  |y Full text 

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