智能Web算法
《智能Web算法》涵蓋了五類重要的智能算法:搜索、推薦、聚類、分類和分類器組合,并結合具體的案例討論了它們在Web 應用中的角色及要注意的問題。除了第1 章的概要性介紹以及第7 章對所有技術的整合應用外,第2~6 章以代碼示例的形式分別對這五類算法進行了介紹。
《智能Web算法》面向的是廣大普通讀者,特別是對算法感興趣的工程師與學生,所以對于讀者的知識背景并沒有過多的要求。《智能Web算法》中的例子和思想應用廣泛,所以對于希望從業(yè)務角度更好地理解有關技術的技術經(jīng)理、產(chǎn)品經(jīng)理和管理層來說,本書也有一定的價值。
Haralambos (Babis) Marmanis 博士是一個把機器學習技術應用于工業(yè)界的先行者,也是供應管理的世界級專家。Dmitry Babenko曾經(jīng)為銀行、保險、供應鏈管理與商務智能公司設計過應用與基礎架構。
本書擁有者可以通過 www.manning.com/AlgorithmsoftheIntelligentWeb在線獲得作者的信息、樣例代碼與免費的電子版本。
Dr. Haralambos (Babis) Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions, and also a world expert in supply management. He has about twenty years ...
Haralambos (Babis) Marmanis 博士是一個把機器學習技術應用于工業(yè)界的先行者,也是供應管理的世界級專家。Dmitry Babenko曾經(jīng)為銀行、保險、供應鏈管理與商務智能公司設計過應用與基礎架構。
本書擁有者可以通過 www.manning.com/AlgorithmsoftheIntelligentWeb在線獲得作者的信息、樣例代碼與免費的電子版本。
Dr. Haralambos (Babis) Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions, and also a world expert in supply management. He has about twenty years of experience in developing professional software. Currently, he is the director of R&D and chief architect, for expense management solutions, at Emptoris, Inc. Babis holds a Ph.D. in applied mathematics from Brown University, an M.S. degree in theoretical and applied mechanics from the University of Illinois at Urbana-Champaign, and B.S. and M.S. degrees in civil engineering from the Aristotle University of Thessaloniki in Greece. He was the recipient of the Sigma Xi award for innovative research in 2000, and he is the author of numerous publications in peer-reviewed international scientific journals, conferences, and technical periodicals.
Dmitry Babenko is the lead for the data warehouse infrastructure at Emptoris, Inc. He is a software engineer and architect with 13 years of experience in the IT industry. He has designed and built a wide variety of applications and infrastructure frameworks for banking, insurance, supply-chain management, and business intelligence companies. He received a M.S. degree in computer science from Belarussian State University of Informatics and Radioelectronics.
