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Springer-Verlag New York Inc.
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Introduction to Data Mining and Its Applications书籍相关信息
- ISBN：9783540343509
- 作者：Sumathi, S.
- 出版社：Springer-Verlag New York Inc.
- 出版时间：暂无出版时间
- 页数：850
- 价格：$ 303.97
- 纸张：暂无纸张
- 装帧：HRD
- 开本：暂无开本
- 语言：暂无语言
- 适合人群：Data Scientists, Data Analysts, Business Analysts, IT Professionals, Researchers in Computer Science and Statistics, Students in Computer Science and related fields, Professionals interested in the application of data mining in various industries
- TAG：statistics / Machine Learning / predictive modeling / Algorithms / Analytics / business intelligence / information retrieval / Big Data / Database Systems / data mining
- 豆瓣评分：暂无豆瓣评分
- 更新时间：2025-05-17 04:29:08
内容简介：
This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, AI, machine learning, NN, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization. This book is intended for a wide audience of readers who are not necessarily experts in data warehousing and data mining, but are interested in receiving a general introduction to these areas and their many practical applications. Since data mining technology has become a hot topic not only among academic students but also for decision makers, it provides valuable hidden business and scientific intelligence from a large amount of historical data. It is also written for technical managers and executives as well as for technologists interested in learning about data mining.