| 书目名称 | Machine Learning and Knowledge Discovery in Databases | | 副标题 | European Conference, | | 编辑 | Annalisa Appice,Pedro Pereira Rodrigues,Carlos Soa | | 视频video | | | 丛书名称 | Lecture Notes in Computer Science | | 图书封面 |  | | 描述 | The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial papers, 14 nectar papers, 17 demo papers. They were organized in topical sections named: classification, regression and supervised learning; clustering and unsupervised learning; data preprocessing; data streams and online learning; deep learning; distance and metric learning; large scale learning and big data; matrix and tensor analysis; pattern and sequence mining; preference learning and label ranking; probabilistic, statistical, and graphical approaches; rich data; and social and graphs. Part III is structured in industrial track, nectar track, and demo track. | | 出版日期 | Conference proceedings 2015 | | 关键词 | data mining; foundations of machine learning and data mining; knowledge discovery in databases; probabi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-23525-7 | | isbn_softcover | 978-3-319-23524-0 | | isbn_ebook | 978-3-319-23525-7Series ISSN 0302-9743 Series E-ISSN 1611-3349 | | issn_series | 0302-9743 | | copyright | Springer International Publishing Switzerland 2015 |
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发表于 2025-3-21 16:13:53
