LINEAR ALGEBRA TOOLS FOR DATA MINING
暫譯: 數據挖掘的線性代數工具
Dan A. Simovici
- 出版商: World Scientific Pub
- 出版日期: 2012-06-30
- 售價: $10,790
- 貴賓價: 9.5 折 $10,251
- 語言: 英文
- 頁數: 880
- 裝訂: Hardcover
- ISBN: 981438349X
- ISBN-13: 9789814383493
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相關分類:
線性代數 Linear-algebra、Data-mining
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相關主題
商品描述
This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra has gained increasing importance in data mining and pattern recognition, as shown by the many current data mining publications, and has a strong impact in other disciplines like psychology, chemistry, and biology. The basic material is accompanied by more than 550 exercises and supplements, many accompanied with complete solutions and MATLAB applications.
商品描述(中文翻譯)
這本綜合性著作介紹了線性代數的基本概念和技術,並應用於資料探勘及相關領域。線性代數在資料探勘和模式識別中變得越來越重要,這在許多當前的資料探勘出版物中得到了體現,並且對心理學、化學和生物學等其他學科也有著深遠的影響。基本內容配有超過550個練習題和補充資料,其中許多題目附有完整的解答和MATLAB應用。