Title Algorithmic learning theory : 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009 : proceedings / Ricard Gavaldà [and others] (eds.)

Published Berlin : Springer, ©2009

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Description 1 online resource (xi, 398 pages) : illustrations Series Lecture Notes in computer science, 0302-9743 ; 5809. Lecture notes in artificial intelligence LNCS sublibrary, SL 7 Artificial intelligence LNCS sublibrary. SL 7, Artificial intelligence. Lecture notes in computer science ; 5809. Lecture notes in computer science. Lecture notes in artificial intelligence Contents Online learning -- Learning graphs -- Active learning and query learning -- Statistical learning -- Inductive inference -- Semi-supervised and unsupervised learning Summary This book constitutes the refereed proceedings of the 20th International Conference on Algorithmic Learning Theory, ALT 2009, held in Porto, Portugal, in October 2009, co-located with the 12th International Conference on Discovery Science, DS 2009. The 26 revised full papers presented together with the abstracts of 5 invited talks were carefully reviewed and selected from 60 submissions. The papers are divided into topical sections of papers on online learning, learning graphs, active learning and query learning, statistical learning, inductive inference, and semisupervised and unsupervised learning. The volume also contains abstracts of the invited talks: Sanjoy Dasgupta, The Two Faces of Active Learning; Hector Geffner, Inference and Learning in Planning; Jiawei Han, Mining Heterogeneous; Information Networks By Exploring the Power of Links, Yishay Mansour, Learning and Domain Adaptation; Fernando C.N. Pereira, Learning on the Web Analysis informatieontsluiting information retrieval informatieopslag information storage modellen models patroonherkenning pattern recognition computerwetenschappen computer sciences kunstmatige intelligentie artificial intelligence taal language taalwetenschappen linguistics datamining data mining Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen) Bibliography Includes bibliographical references and index Notes English Print version record Subject Computer algorithms -- Congresses Machine learning -- Congresses Informatique. Computer algorithms Machine learning Algorithmische Lerntheorie Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Kongress. Porto (Portugal, 2009) Form Electronic book Author Gavaldà, Ricard, 1964- ISBN 9783642044144 364204414X 9788364204418 8364204416

Other Titles ALT 2009

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