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Titlebook: Ubiquitous Knowledge Discovery; Challenges, Techniqu Michael May,Lorenza Saitta Book 2010 The Editor(s) (if applicable) and The Author(s),

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發(fā)表于 2025-3-21 17:52:31 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Ubiquitous Knowledge Discovery
副標(biāo)題Challenges, Techniqu
編輯Michael May,Lorenza Saitta
視頻videohttp://file.papertrans.cn/941/940251/940251.mp4
概述Introduction to KDubiq.Surveys by leading researchers in the field.Building of next-generation intelligent systems
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Ubiquitous Knowledge Discovery; Challenges, Techniqu Michael May,Lorenza Saitta Book 2010 The Editor(s) (if applicable) and The Author(s),
描述Knowledge discovery in ubiquitous environments is an emerging area of research at the intersection of the two major challenges of highly distributed and mobile systems and advanced knowledge discovery systems. It aims to provide a unifying framework for systematically investigating the mutual dependencies of otherwise quite unrelated technologies employed in building next-generation intelligent systems: machine learning, data mining, sensor networks, grids, peer-to-peer networks, data stream mining, activity recognition, Web 2.0, privacy, user modelling and others. This state-of-the-art survey is the outcome of a large number of workshops, summer schools, tutorials and dissemination events organized by KDubiq (Knowledge Discovery in Ubiquitous Environments), a networking project funded by the European Commission to bring together researchers and practitioners of this emerging community. It provides in its first part a conceptual foundation for the new field of ubiquitous knowledge discovery - highlighting challenges and problems, and proposing future directions in the area of ‘smart‘, ‘a(chǎn)daptive‘, and ‘intelligent‘ learning. The second part of this volume contains selected approache
出版日期Book 2010
關(guān)鍵詞Clustering; KDubiq; algorithmic learning; association rule mining; classification; cognition; data mining;
版次1
doihttps://doi.org/10.1007/978-3-642-16392-0
isbn_softcover978-3-642-16391-3
isbn_ebook978-3-642-16392-0Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE
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