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Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Toon Calders,Floriana Esposito,Rosa Meo Conference proceedings

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書目名稱Machine Learning and Knowledge Discovery in Databases
副標題European Conference,
編輯Toon Calders,Floriana Esposito,Rosa Meo
視頻videohttp://file.papertrans.cn/621/620500/620500.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Toon Calders,Floriana Esposito,Rosa Meo Conference proceedings
描述.This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases..
出版日期Conference proceedings 2014
關(guān)鍵詞artificial intelligence; association rules; clustering; collaborative filtering; content ranking; data an
版次1
doihttps://doi.org/10.1007/978-3-662-44848-9
isbn_softcover978-3-662-44847-2
isbn_ebook978-3-662-44848-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2014
The information of publication is updating

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Kernel Principal Geodesic Analysistations of data via the mapping to kernel feature space. Conventionally, kPCA relies on Euclidean statistics in kernel feature space. However, Euclidean analysis can make kPCA inefficient or incorrect for many popular kernels that map input points to a . in kernel feature space. To address this prob
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Attributed Graph Kernels Using the Jensen-Tsallis ,-Differenceseen probability distributions over the graphs. To this end, we first assign a probability to each vertex of the graph through a continuous-time quantum walk (CTQW). We then adopt the tree-index approach [1] to strengthen the original vertex labels, and we show how the CTQW can induce a probability d
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Sub-sampling for Multi-armed Bandits novel algorithm that is based on sub-sampling. Despite its simplicity, we show that the algorithm demonstrates excellent empirical performances against state-of-the-art algorithms, including Thompson sampling and KL-UCB. The algorithm is very flexible, it does need to know a set of reward distribut
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