Introduction to Data Mining (GE) (2版) pdf epub mobi txt 电子书下载 2024

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著者

出版者出版社：华泰文化订阅出版社新书快讯新功能介绍

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出版日期出版日期：2019/07/15

语言语言：英文

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发表于2024-12-29

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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

作者简介

Pang-Ning Tan

　　现职：Michigan State University

Michael Steinbach

　　现职：University of Minnesota

Anuj Karpatne

　　现职：University of Minnesota

Vipin Kumar

　　现职：University of Minnesota

Introduction to Data Mining (GE) (2版) pdf epub mobi txt 电子书下载

图书目录

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