Business Intelligence: Data Mining and Optimization for Decision Making (Paperback)
暫譯: 商業智慧:數據挖掘與決策優化
Carlo Vercellis
- 出版商: Wiley
- 出版日期: 2009-04-20
- 售價: $1,350
- 貴賓價: 9.8 折 $1,323
- 語言: 英文
- 頁數: 436
- 裝訂: Paperback
- ISBN: 0470511397
- ISBN-13: 9780470511398
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相關分類:
Data-mining
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相關主題
商品描述
Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence.
This book:
- Combines detailed coverage with a practical guide to the mathematical models and analysis methodologies of business intelligence.
- Covers all the hot topics such as data warehousing, data mining and its applications, machine learning, classification, supply optimization models, decision support systems, and analytical methods for performance evaluation.
- Is made accessible to readers through the careful definition and introduction of each concept, followed by the extensive use of examples and numerous real-life case studies.
- Explains how to utilise mathematical models and analysis models to make effective and good quality business decisions.
This book is aimed at postgraduate students following data analysis and data mining courses.
Researchers looking for a systematic and broad coverage of topics in operations research and mathematical models for decision-making will find this an invaluable guide.
商品描述(中文翻譯)
商業智慧是一個廣泛的應用和技術類別,旨在收集、提供訪問和分析數據,以幫助企業用戶做出更好的商業決策。這個術語暗示著對影響企業的所有因素(如客戶、競爭對手、商業夥伴、經濟環境和內部運營)擁有全面的了解,從而使最佳決策得以制定。
《商業智慧》為讀者提供了數學模型和分析方法的介紹和實用指南,這些對於商業智慧至關重要。
本書:
- 結合詳細的內容與商業智慧的數學模型和分析方法的實用指南。
- 涵蓋所有熱門主題,如數據倉儲、數據挖掘及其應用、機器學習、分類、供應優化模型、決策支持系統以及績效評估的分析方法。
- 透過對每個概念的仔細定義和介紹,並隨後廣泛使用範例和眾多實際案例研究,使讀者能夠輕鬆理解。
- 解釋如何利用數學模型和分析模型來做出有效且高品質的商業決策。
本書的目標讀者為修習數據分析和數據挖掘課程的研究生。
尋求系統性和廣泛涵蓋運籌學及決策數學模型主題的研究者,將會發現這是一本無價的指南。