Toon Calders
Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2014, Nancy, France, September 15-19, 2014. Proceedings - Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Toon Calders

Name: Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2014, Nancy, France, September 15-19, 2014. Proceedings - Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence
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Author: Toon Calders

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Paperback Book (2014) $ 54.99

Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2014, Nancy, France, September 15-19, 2014. Proceedings - Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence

Toon Calders

Jacket Description/Back: 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 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases. Table of 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.

709 pages, 183 black & white illustrations, biography

Media	Books Paperback Book (Book with soft cover and glued back)
Released	September 12, 2014
ISBN13	9783662448472
Publishers	Springer-Verlag Berlin and Heidelberg Gm
Pages	709
Dimensions	155 × 235 × 38 mm · 1.04 kg
Language	French
Editor	Calders, Toon
Editor	Esposito, Floriana
Editor	Hullermeier, Eyke
Editor	Meo, Rosa