Introduction to Data Mining, 2/e (美國原版)

Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar

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商品描述

Introducing the fundamental concepts and algorithms of data mining

Introduction to Data Mining, 2nd Edition , gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. The text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. This edition improves on the first iteration of the book, published over a decade ago, by addressing the significant changes in the industry as a result of advanced technology and data growth.

商品描述(中文翻譯)

《資料探勘導論:第二版》是一本介紹資料探勘基本概念和演算法的書籍。這本書旨在為學生、教師、研究人員和專業人士提供全面的資料探勘背景和主題概述。書中以清晰易懂的方式概述了每個主題的基本概念和演算法,為讀者提供應用資料探勘解決實際問題所需的背景知識。本書幫助讀者理解該主題的細微差別,並包含重要的分類、關聯分析和群集分析部分。這個版本改進了十多年前出版的第一版,以應對先進技術和數據增長所帶來的行業重大變化。