Discovery Science [electronic resource] : 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings /

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Material type: Text

TextSeries: Lecture Notes in Artificial Intelligence ; 9956Publisher: Cham : Springer International Publishing : Imprint: Springer, 2016Edition: 1st ed. 2016Description: XXI, 492 p. 131 illus. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783319463070

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Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification:

006.3 23

LOC classification:

Q334-342
TA347.A78

Online resources:

Click here to access online

Contents:

Pattern mining and rules -- Structured output prediction -- Applications -- Ensemble Learning -- Classiﬁcation -- Networks -- Kernels and deep learning. .

In: Springer Nature eBookSummary: This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2016, held in banff, AB, Canada in October 2015. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 60 submissions. The conference focuses on following topics: Advances in the development and analysis of methods for discovering scientiﬁc knowledge, coming from machine learning, data mining, and intelligent data analysis, as well as their application in various scientiﬁc domains.

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Pattern mining and rules -- Structured output prediction -- Applications -- Ensemble Learning -- Classiﬁcation -- Networks -- Kernels and deep learning. .

This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2016, held in banff, AB, Canada in October 2015. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 60 submissions. The conference focuses on following topics: Advances in the development and analysis of methods for discovering scientiﬁc knowledge, coming from machine learning, data mining, and intelligent data analysis, as well as their application in various scientiﬁc domains.

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