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Książka Machine Learning and Knowledge Discovery in Databases Michele Berlingerio

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I

Autor: Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim
Język: Angielski
Oprawa: Miękka
Wydawca: Springer Nature Switzerland AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
212.13 zł
The three volume proceedings LNAI 11051 - 11053 constitutes the refereed proceedings of the European...

Informacje o książce

Autor
Michele Berlingerio, Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2019
strony
740
EAN
9783030109240
Enbook ID
20942582
Wydawca
Springer Nature Switzerland AG
Waga
1175
Wymiary
155 x 235 x 235

Pełny opis

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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