Introduction to Data Mining (GE) (2版) epub pdf txt mobi 電子書下載 2024

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著者

齣版者出版社：華泰文化訂閱出版社新書快訊新功能介紹

翻譯者

齣版日期出版日期：2019/07/15

語言語言：英文

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發錶於2024-11-25

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圖書描述

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

著者信息

作者簡介

Pang-Ning Tan

　　現職：Michigan State University

Michael Steinbach

　　現職：University of Minnesota

Anuj Karpatne

　　現職：University of Minnesota

Vipin Kumar

　　現職：University of Minnesota

Introduction to Data Mining (GE) (2版) epub pdf txt mobi 電子書下載

圖書目錄

Ch 1 Introduction
Ch 2 Data
Ch 3 Classification: Basic Concepts and Techniques
Ch 4 Association Analysis: Basic Concepts and Algorithms
Ch 5 Cluster Analysis: Basic Concepts and Algorithms
Ch 6 Classification: Alternative Techniques
Ch 7 Association Analysis: Advanced Concepts
Ch 8 Cluster Analysis: Additional Issues and Algorithms
Ch 9 Anomaly Detection
Ch10 Avoiding False Discoveries