Machine Learning and Knowledge Discovery in Databases [E-Book] : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II / edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo.
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 pap...
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Full text |
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Personal Name(s): | Calders, Toon. editor |
Esposito, Floriana. editor / Hüllermeier, Eyke. editor / Meo, Rosa. editor | |
Imprint: |
Berlin, Heidelberg :
Springer,
2014
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Physical Description: |
XXXIV, 715 p. 200 illus. online resource. |
Note: |
englisch |
ISBN: |
9783662448519 |
DOI: |
10.1007/978-3-662-44851-9 |
Series Title: |
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Lecture notes in computer science ;
8725 |
Subject (LOC): |
- 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.