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Record Nr. |
UNINA9910482964503321 |
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Titolo |
Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings / / edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
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ISBN |
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Edizione |
[1st ed. 2014.] |
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Descrizione fisica |
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1 online resource (XVIII, 351 p. 22 illus.) |
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Collana |
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Lecture Notes in Artificial Intelligence ; ; 8776 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Computers |
Data mining |
Pattern recognition |
Artificial Intelligence |
Theory of Computation |
Data Mining and Knowledge Discovery |
Pattern Recognition |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity. |
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Sommario/riassunto |
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This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully reviewed and selected from 50 submissions. In addition the book contains 4 full papers summarizing the invited talks. The papers are organized in topical sections named: inductive inference; exact learning from queries; reinforcement learning; online learning and learning with bandit information; statistical learning theory; privacy, clustering, MDL, and Kolmogorov complexity. |
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