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Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Bettina Berendt,Bj?rn Bringmann,Volker Tresp Conference proceed

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書目名稱Machine Learning and Knowledge Discovery in Databases
副標(biāo)題European Conference,
編輯Bettina Berendt,Bj?rn Bringmann,Volker Tresp
視頻videohttp://file.papertrans.cn/621/620487/620487.mp4
概述Includes supplementary material:
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Bettina Berendt,Bj?rn Bringmann,Volker Tresp Conference proceed
描述.The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented? were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on practical and real-world studies of machine learning, knowledge discovery, data mining; innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting; recent advances at the frontier of machine learning and data mining with other disciplines. Part I and Part II of the proceedings contain the full papers of the contributions presented in the scientific track and abstracts of the scientific plenary talks. Part III contains the full papers of the contributions presented in the industrial track, short papers describing demonstration, the nectar papers, and the abstracts of the industrial plenary talks..
出版日期Conference proceedings 2016
關(guān)鍵詞big data; data mining; information systems; machine learning; statistical methods; applications; artificia
版次1
doihttps://doi.org/10.1007/978-3-319-46131-1
isbn_softcover978-3-319-46130-4
isbn_ebook978-3-319-46131-1Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing AG 2016
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Ranking Researchers Through Collaboration Pattern Analysisrticles follows hidden co-authoring principles as well as temporal dynamics which generate latent and complex collaboration patterns. In this paper, we present an online advanced tool for real-time rankings of computer scientists under these perspectives.
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Exploratory Analysis of Text Collections Through Visualization and Hybrid Biclusteringdiagonal biclustering to extract high-level topics with overlapping bi-clustering to elicit fine-grained topic variants. A hybrid topic treemap visualization gives the analyst an overview of all topics. Coordinated sunburst and heatmap visualizations let the analyst inspect and compare topic variants and access document content on demand.
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978-3-319-46130-4Springer International Publishing AG 2016
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