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...
Enregistré dans:
| 主要作者: | |
|---|---|
| 其他作者: | , |
| 格式: | Livre numérique |
| 語言: | Anglais |
| 出版: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2013.
Cham : Springer Nature |
| 叢編: | Lecture Notes in Artificial Intelligence
8188 |
| 主題: | |
| 在線閱讀: | Accès sur la plateforme de l'éditeur (Springer) Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| 提示: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Machine Learning and Knowledge Discovery in Databases, 9783642409875 • Machine Learning and Knowledge Discovery in Databases, Texte imprimé, 9783642409899 |
書本目錄:
- 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.