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Learning PDFA with asynchronous transitions
| dc.contributor.author | Balle Pigem, Borja de |
| dc.contributor.author | Castro Rabal, Jorge |
| dc.contributor.author | Gavaldà Mestre, Ricard |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
| dc.date.accessioned | 2010-12-13T12:43:21Z |
| dc.date.available | 2010-12-13T12:43:21Z |
| dc.date.created | 2010 |
| dc.date.issued | 2010 |
| dc.identifier.citation | B. Balle; Castro, J.; Gavaldà, R. Learning PDFA with asynchronous transitions. A: International Colloquim on Grammatical Inference. "10th International Colloquim on Grammatical Inference". València: Springer, 2010, p. 271-275. |
| dc.identifier.isbn | 978-3-642-15487-4 |
| dc.identifier.uri | http://hdl.handle.net/2117/10553 |
| dc.description.abstract | In this paper we extend the PAC learning algorithm due to Clark and Thollard for learning distributions generated by PDFA to automata whose transitions may take varying time lengths, governed by exponential distributions. |
| dc.format.extent | 5 p. |
| dc.language.iso | eng |
| dc.publisher | Springer |
| dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic |
| dc.subject.lcsh | Probably approximately correct learning |
| dc.subject.lcsh | PAC learning |
| dc.subject.lcsh | PDFA |
| dc.subject.lcsh | Machine learning |
| dc.title | Learning PDFA with asynchronous transitions |
| dc.type | Conference lecture |
| dc.subject.lemac | Aprenentatge automàtic |
| dc.contributor.group | Universitat Politècnica de Catalunya. LARCA - Laboratori d'Algorísmia Relacional, Complexitat i Aprenentatge |
| dc.identifier.doi | 10.1007/978-3-642-15488-1_24 |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | http://www.springerlink.com/content/pwh59p37502m7777/ |
| dc.rights.access | Open Access |
| local.identifier.drac | 2868940 |
| dc.description.version | Postprint (published version) |
| local.citation.author | B. Balle; Castro, J.; Gavaldà, R. |
| local.citation.contributor | International Colloquim on Grammatical Inference |
| local.citation.pubplace | València |
| local.citation.publicationName | 10th International Colloquim on Grammatical Inference |
| local.citation.startingPage | 271 |
| local.citation.endingPage | 275 |
