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Elsevier Data Mining: Concepts and Techniques - 4th Edition

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Description

Data Mining: Concepts and Techniques, Fourth Edition, provides a comprehensive look at the principles and methods used to find patterns, knowledge, and models within various data types. This text focuses on the processes required for knowledge discovery from data (KDD) and addresses the practical needs of working with massive collections of information. The book examines the feasibility, usefulness, effectiveness, and scalability of data mining techniques when applied to large data sets. Readers will learn about the essential methods for preprocessing, characterizing, and analyzing data to support diverse applications. This edition is part of the Morgan Kaufmann Series in Data Management Systems and serves as a foundational resource for understanding how to extract meaningful insights from complex data environments.

Key Features

This Fourth Edition of Data Mining: Concepts and Techniques covers essential principles for mining patterns and models from diverse data types.

The text explores the processes of knowledge discovery from data (KDD) to uncover patterns within massive collections.

Authors focus on the scalability and effectiveness of data mining techniques when applied to large data sets.

Learn specific methods for preprocessing and characterizing data to improve the quality of knowledge discovery.

Part of the Morgan Kaufmann Series in Data Management Systems published by Elsevier.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 October 2022
Listed Since
01 August 2021

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