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...
| Published in: | Springer eBooks |
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| Corporate Author: | |
| Other Authors: | , , , |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2013.
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| Series: | Lecture Notes in Computer Science,
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| Subjects: | |
| Online Access: | http://dx.doi.org/10.1007/978-3-642-40988-2 Перейти в каталог НБ ТГУ |
Table of Contents:
- 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.