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Author ALT 2009 (2009 : Porto, Portugal)

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


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
information storage
pattern recognition
computer sciences
kunstmatige intelligentie
artificial intelligence
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
Computer algorithms.
Machine learning.
Algorithmische Lerntheorie
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Porto (Portugal, 2009)
Form Electronic book
Author Gavaldà, Ricard, 1964-
ISBN 9783642044144
Other Titles ALT 2009