Data Mining
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( 2929 )
Engelsk
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specif...
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Forlagsbeskrivelse af Data Mining af Hanghang Tong
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.
Detaljer
Forlag
Morgan Kaufmann Publishers In
ISBN
9780128117606
Sprog
Engelsk
Sider
752
Udgivelsesdato
26-10-2022
Format
Paperback
Varenr.
3335021
EAN nr.
9780128117606
Varegruppe
Engelsk non fiction div.
Højde/Dybde (mm)
233
Bredde (mm)
193
Længde (mm)
36
Vægt (g)
1194
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