Machine learning and knowledge discovery in databases European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings. Part III /
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...
| Corporate Authors: | ECML PKDD (Conference) Nancy, France) |
|---|---|
| Other Authors: | ECML PKDD (Conference), Calders, Toon,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Heidelberg :
Springer,
2014.
|
| Physical Description: |
1 online resource (xxxvi, 533 pages) : illustrations. |
| Series: |
Lecture notes in computer science. Lecture notes in artificial intelligence ;
8726. LNCS sublibrary. Artificial intelligence. |
| Subjects: |
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.