TY - BOOK ID - 107479383 TI - Algorithmic Learning Theory : 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009. Proceedings AU - Gavaldà, Ricard AU - Lugosi, Gábor AU - Zeugmann, Thomas AU - Zilles, Sandra AU - SpringerLink (Online service) PY - 2009 SN - 9783642044144 PB - Berlin Heidelberg Springer Berlin Heidelberg DB - UniCat KW - Mathematical statistics KW - Computer science KW - Information systems KW - Artificial intelligence. Robotics. Simulation. Graphics KW - Computer. Automation KW - Translation science KW - Linguistics KW - patroonherkenning KW - IR (information retrieval) KW - factoranalyse KW - informatica KW - vertalen KW - linguïstiek KW - database management KW - KI (kunstmatige intelligentie) KW - robots UR - https://www.unicat.be/uniCat?func=search&query=sysid:107479383 AB - 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. ER -