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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II

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Personen und Körperschaften: Flach, Peter (VerfasserIn), Bie, Tijl (Sonstige), Cristianini, Nello (Sonstige)
Titel: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II/ edited by Peter A. Flach, Tijl Bie, Nello Cristianini
Format: E-Book Konferenzbericht
Sprache: Englisch
veröffentlicht:
Berlin, Heidelberg Springer 2012
Gesamtaufnahme: SpringerLink
Lecture notes in computer science ; 7524
Schlagwörter:
Computational complexity
Optical pattern recognition
Computer Science
Computer science
Data mining
Information storage and retrieval systems
Artificial intelligence
Discrete mathematics.
Mathematical statistics.
Pattern recognition systems.
Konferenzschrift
Buchausg. u.d.T.: Machine learning and knowledge discovery in databases ; 2, Berlin : Springer, 2012, XXVI, 867 S.
Quelle: Verbunddaten SWB
Zugangsinformationen: Elektronischer Volltext - Campuslizenz
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contents Privacy and security -- rankings and recommendations -- reinforcement learning and planning -- rule mining and subgroup discovery -- semi-supervised and transductive learning -- sensor data -- sequence and string mining -- social network mining -- spatial and geographical data mining -- statistical methods and evaluation -- time series and temporal data mining -- transfer learning., This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track includes 10 papers (from 19 submissions) and the Nectar track includes 4 papers (from 14 submissions). The papers grouped in topical sections on association rules and frequent patterns; Bayesian learning and graphical models; classification; dimensionality reduction, feature selection and extraction; distance-based methods and kernels; ensemble methods; graph and tree mining; large-scale, distributed and parallel mining and learning; multi-relational mining and learning; multi-task learning; natural language processing; online learning and data streams; privacy and security; rankings and recommendations; reinforcement learning and planning; rule mining and subgroup discovery; semi-supervised and transductive learning; sensor data; sequence and string mining; social network mining; spatial and geographical data mining; statistical methods and evaluation; time series and temporal data mining; and transfer learning.
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spelling Flach, Peter 1960- (DE-588)1026338611 (DE-627)726539228 (DE-576)167867652 aut, Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II edited by Peter A. Flach, Tijl Bie, Nello Cristianini, Berlin, Heidelberg Springer 2012, Online-Ressource (XXVI, 867 p. 245 illus, digital), Text txt rdacontent, Computermedien c rdamedia, Online-Ressource cr rdacarrier, Lecture Notes in Computer Science 7524, SpringerLink Bücher, Literaturangaben, Privacy and security -- rankings and recommendations -- reinforcement learning and planning -- rule mining and subgroup discovery -- semi-supervised and transductive learning -- sensor data -- sequence and string mining -- social network mining -- spatial and geographical data mining -- statistical methods and evaluation -- time series and temporal data mining -- transfer learning., This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track includes 10 papers (from 19 submissions) and the Nectar track includes 4 papers (from 14 submissions). The papers grouped in topical sections on association rules and frequent patterns; Bayesian learning and graphical models; classification; dimensionality reduction, feature selection and extraction; distance-based methods and kernels; ensemble methods; graph and tree mining; large-scale, distributed and parallel mining and learning; multi-relational mining and learning; multi-task learning; natural language processing; online learning and data streams; privacy and security; rankings and recommendations; reinforcement learning and planning; rule mining and subgroup discovery; semi-supervised and transductive learning; sensor data; sequence and string mining; social network mining; spatial and geographical data mining; statistical methods and evaluation; time series and temporal data mining; and transfer learning., Computational complexity, Optical pattern recognition, Computer Science, Computer science, Data mining, Information storage and retrieval systems, Artificial intelligence, Discrete mathematics., Mathematical statistics., Pattern recognition systems., Konferenzschrift (DE-588)1071861417 (DE-627)826484824 (DE-576)433375485 gnd-content, Bie, Tijl oth, Cristianini, Nello 1968- (DE-588)133181499 (DE-627)538260122 (DE-576)182712206 oth, 9783642334856, Buchausg. u.d.T. Machine learning and knowledge discovery in databases ; 2 Berlin : Springer, 2012 XXVI, 867 S. (DE-627)1461285828 (DE-576)391285823 9783642334856 3642334857, Lecture notes in computer science 7524 7524 (DE-627)316228877 (DE-576)093890923 (DE-600)2018930-8 1611-3349 ns, https://doi.org/10.1007/978-3-642-33486-3 X:SPRINGER Verlag lizenzpflichtig Volltext, http://dx.doi.org/10.1007/978-3-642-33486-3 Resolving-System lizenzpflichtig Volltext, https://swbplus.bsz-bw.de/bsz372050719cov.jpg V:DE-576 X:springer image/jpeg 20130405112948 Cover, http://deposit.d-nb.de/cgi-bin/dokserv?id=4101930&prov=M&dok_var=1&dok_ext=htm X: MVB text/html 2013-05-01 Verlag Inhaltstext, (DE-627)728220504, http://dx.doi.org/10.1007/978-3-642-33486-3 DE-14, DE-14 epn:3353735402 2012-10-10T14:11:26Z, http://dx.doi.org/10.1007/978-3-642-33486-3 DE-15, DE-15 epn:335373547X 2012-10-10T14:11:26Z, http://dx.doi.org/10.1007/978-3-642-33486-3 DE-Ch1, DE-Ch1 epn:3353735526 2012-10-10T14:11:26Z, http://dx.doi.org/10.1007/978-3-642-33486-3 Zum Online-Dokument DE-Zi4, DE-Zi4 epn:3353735585 2012-10-10T14:11:26Z, http://dx.doi.org/10.1007/978-3-642-33486-3 DE-520, DE-520 epn:3353735623 2012-10-10T14:11:26Z
spellingShingle Flach, Peter, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II, Lecture notes in computer science, 7524, Privacy and security -- rankings and recommendations -- reinforcement learning and planning -- rule mining and subgroup discovery -- semi-supervised and transductive learning -- sensor data -- sequence and string mining -- social network mining -- spatial and geographical data mining -- statistical methods and evaluation -- time series and temporal data mining -- transfer learning., This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were carefully reviewed and selected from 443 submissions. The final sections of the proceedings are devoted to Demo and Nectar papers. The Demo track includes 10 papers (from 19 submissions) and the Nectar track includes 4 papers (from 14 submissions). The papers grouped in topical sections on association rules and frequent patterns; Bayesian learning and graphical models; classification; dimensionality reduction, feature selection and extraction; distance-based methods and kernels; ensemble methods; graph and tree mining; large-scale, distributed and parallel mining and learning; multi-relational mining and learning; multi-task learning; natural language processing; online learning and data streams; privacy and security; rankings and recommendations; reinforcement learning and planning; rule mining and subgroup discovery; semi-supervised and transductive learning; sensor data; sequence and string mining; social network mining; spatial and geographical data mining; statistical methods and evaluation; time series and temporal data mining; and transfer learning., Computational complexity, Optical pattern recognition, Computer Science, Computer science, Data mining, Information storage and retrieval systems, Artificial intelligence, Discrete mathematics., Mathematical statistics., Pattern recognition systems., Konferenzschrift
swb_id_str 372050719
title Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II
title_auth Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II
title_full Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II edited by Peter A. Flach, Tijl Bie, Nello Cristianini
title_fullStr Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II edited by Peter A. Flach, Tijl Bie, Nello Cristianini
title_full_unstemmed Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II edited by Peter A. Flach, Tijl Bie, Nello Cristianini
title_in_hierarchy 7524. Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II (2012)
title_short Machine Learning and Knowledge Discovery in Databases
title_sort machine learning and knowledge discovery in databases european conference ecml pkdd 2012 bristol uk september 24 28 2012 proceedings part ii
title_sub European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II
title_unstemmed Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II
topic Computational complexity, Optical pattern recognition, Computer Science, Computer science, Data mining, Information storage and retrieval systems, Artificial intelligence, Discrete mathematics., Mathematical statistics., Pattern recognition systems., Konferenzschrift
topic_facet Computational complexity, Optical pattern recognition, Computer Science, Computer science, Data mining, Information storage and retrieval systems, Artificial intelligence, Discrete mathematics., Mathematical statistics., Pattern recognition systems., Konferenzschrift
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