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" Machine learning and knowledge discovery in databases : "
Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný (eds.)
Document Type
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BL
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Record Number
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605952
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Doc. No
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b435171
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Main Entry
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ECML PKDD (Conference)(2013 :, Prague, Czech Republic)
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Title & Author
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Machine learning and knowledge discovery in databases : : European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013 : proceedings.\ Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný (eds.)
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Series Statement
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Lecture notes in computer science,; 8188.Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence
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Page. NO
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1 online resource (liv, 691 pages) :: illustrations
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ISBN
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3642409881 (electronic bk.)
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: 9783642409882 (electronic bk.)
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9783642409875
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Bibliographies/Indexes
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Includes bibliographical references and index
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Abstract
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This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on reinforcement learning; Markov decision processes; active learning and optimization; learning from sequences; time series and spatio-temporal data; data streams; graphs and networks; social network analysis; natural language processing and information extraction; ranking and recommender systems; matrix and tensor analysis; structured output prediction, multi-label and multi-task learning; transfer learning; bayesian learning; graphical models; nearest-neighbor methods; ensembles; statistical learning; semi-supervised learning; unsupervised learning; subgroup discovery, outlier detection and anomaly detection; privacy and security; evaluation; applications; medical applications; nectar track; demo track
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Subject
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Data mining, Congresses
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Subject
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Machine learning, Congresses
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Dewey Classification
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006.312
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LC Classification
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Q325.5.E26 2013
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Q325.5.E26 2013
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Added Entry
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Blockeel, Hendrik
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Kersting, Kristian
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Nijssen, Siegfried, d 1978-
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Železný, Filip
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Added Entry
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Ohio Library and Information Network
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Parallel Title
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ECML PKDD 2013
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