Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I: 11051 (Lecture Notes in Computer Science) - Tapa blanda

9783030109240: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I: 11051 (Lecture Notes in Computer Science)

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ISBN 10: 3030109240 ISBN 13: 9783030109240

Editorial: Springer, 2019

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The three volume proceedings LNAI 11051 - 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. The contributions were organized in topical sections named as follows: Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learningensemble methods; and evaluation. Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning. Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.

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EditorialSpringer
A�o de publicaci�n2019
ISBN 10 3030109240
ISBN 13 9783030109240
Encuadernaci�nTapa blanda
N�mero de edici�n1
N�mero de p�ginas780
EditorBerlingerio Michele, Bonchi Francesco, G�rtner Thomas, Hurley Neil, Ifrim Georgiana

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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 1014, 2018, Proceedings, Part I (Lecture Notes in Computer Science) [Paperback ]

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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10?14, 2018, Proceedings, Part I (Lecture Notes in Computer Science, 11051)

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Machine Learning and Knowledge Discovery in Databases : European Conference, Ecml Pkdd 2018, Dublin, Ireland, September 10-14, 2018, Proceedings

Berlingerio, Michele (EDT); Bonchi, Francesco (EDT); G�rtner, Thomas (EDT); Hurley, Neil (EDT); Ifrim, Georgiana (EDT)

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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I

Michele Berlingerio

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Machine Learning and Knowledge Discovery in Databases

Michele Berlingerio

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Descripci�n Taschenbuch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The three volume proceedings LNAI 11051 - 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018.The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track.The contributions were organized in topical sections named as follows:Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learningensemble methods; and evaluation.Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning.Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track. 780 pp. Englisch. N� de ref. del art�culo: 9783030109240

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