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portada Data Mining: Concepts, Models, Methods, and Algorithms (in English)
Type
Physical Book
Year
2019
Language
English
Pages
688
Format
Hardcover
ISBN13
9781119516040
Edition No.
3
Categories

Data Mining: Concepts, Models, Methods, and Algorithms (in English)

Mehmed Kantardzic (Author) · · Hardcover

Data Mining: Concepts, Models, Methods, and Algorithms (in English) - Mehmed Kantardzic

Physical Book

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Synopsis "Data Mining: Concepts, Models, Methods, and Algorithms (in English)"

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 recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. 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. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.This third edition presents new and expanded information that: •    Explores big data and cloud computing •    Examines deep learning •    Includes information on convolutional neural networks (CNN) •    Offers reinforcement learning •    Contains semi-supervised learning and S3VM •    Reviews model evaluation for unbalanced data Written for graduate students in computer science, computer engineers, and computer information systems professionals, the updated 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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Hardcover.

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