Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I /
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...
Συγγραφή απο Οργανισμό/Αρχή: | |
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Άλλοι συγγραφείς: | , , , |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2014.
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Σειρά: | Lecture Notes in Computer Science,
8724 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.