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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II

Author: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2014.
Series: Lecture notes in computer science, 8725.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550  Read more...
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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo
ISBN: 9783662448502 3662448505 9783662448519 3662448513
OCLC Number: 892893004
Description: 1 Online-Ressource.
Contents: Dynamic networks and knowledge discovery.- Interactions between data mining and natural language processing.- Mining ubiquitous and social environments.- Statistically sound data mining.- Machine learning for urban sensor data.- Multi-target prediction.- Representation learning.- Neural connectomics: from imaging to connectivity.- Data analytics for renewable energy integration.- Linked data for knowledge discovery.- New frontiers in mining complex patterns.- Experimental economics and machine learning.- Learning with multiple views: applications to computer vision and multimedia mining.- Generalization and reuse of machine learning models over multiple contexts.- Predictive web analytics.
Series Title: Lecture notes in computer science, 8725.
Responsibility: edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo.

Abstract:

The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions.

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