智能Web算法
本書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(jié)合具體的案例討論了它們?cè)赪eb應(yīng)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(duì)所有技術(shù)的整合應(yīng)用外，第2～6章以代碼示例的形式分別對(duì)這五類算法進(jìn)行了介紹。
本書面向的是廣大普通讀者，特別是對(duì)算法感興趣的工程師與學(xué)生，所以對(duì)于讀者的知識(shí)背景并沒有過多的要求。本書中的例子和思想應(yīng)用廣泛，所以對(duì)于希望從業(yè)務(wù)角度更好地理解有關(guān)技術(shù)的技術(shù)經(jīng)理、產(chǎn)品經(jīng)理和管理層來說，本書也有一定的價(jià)值。
Haralambos (Babis) Marmanis 博士是一個(gè)把機(jī)器學(xué)習(xí)技術(shù)應(yīng)用于工業(yè)界的先行者，也是供應(yīng)管理的世界級(jí)專家。Dmitry Babenko曾經(jīng)為銀行、保險(xiǎn)、供應(yīng)鏈管理與商務(wù)智能公司設(shè)計(jì)過應(yīng)用與基礎(chǔ)架構(gòu)。
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(fèi)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(gè)把機(jī)器學(xué)習(xí)技術(shù)應(yīng)用于工業(yè)界的先行者，也是供應(yīng)管理的世界級(jí)專家。Dmitry Babenko曾經(jīng)為銀行、保險(xiǎn)、供應(yīng)鏈管理與商務(wù)智能公司設(shè)計(jì)過應(yīng)用與基礎(chǔ)架構(gòu)。
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(fèi)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.