Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I /
This three-volume set LNAI 8188, 8189 and 8190 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2013, held in Prague, Czech Republic, in September 2013. The 111 revised research papers presented together with 5 invite...
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2013.
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| Σειρά: | Lecture Notes in Computer Science,
8188 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Reinforcement learning
- Markov decision processes
- Active learning and optimization
- Learning from sequences
- Time series and spatio-temporal data
- Data streams
- Graphs and networks
- Social network analysis
- Natural language processing and information extraction
- Ranking and recommender systems
- Matrix and tensor analysis
- Structured output prediction, multi-label and multi-task learning
- Transfer learning
- Bayesian learning
- Graphical models
- Nearest-neighbor methods
- Ensembles
- Statistical learning
- Semi-supervised learning
- Unsupervised learning
- Subgroup discovery, outlier detection and anomaly detection
- Privacy and security
- Evaluation
- Applications
- Medical applications.
