Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings. Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo (eds.). Part II /
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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| Format: | Ebook |
| Language: | English |
| Published: |
Heidelberg :
Springer,
2014.
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| Series: | Lecture notes in computer science. Lecture notes in artificial intelligence
8725. LNCS sublibrary. Artificial intelligence |
| Subjects: | |
| Online Access: | Springer eBooks |
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.