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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2014, Nancy, France, September 15-19,2014 - Proceedings, Part I, Lecture Notes in Computer Science 8724 - Lecture Notes in Artificial Intelligence

Erschienen am 12.09.2014, 1. Auflage 2014
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Bibliografische Daten
ISBN/EAN: 9783662448472
Sprache: Englisch
Umfang: xliv, 709 S., 183 s/w Illustr., 709 p. 183 illus.
Format (T/L/B): 4 x 23.5 x 15.5 cm
Einband: kartoniertes Buch

Beschreibung

InhaltsangabeDynamic 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.

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Springer Verlag GmbH
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DE 69121 Heidelberg

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