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Machine Learning and Knowledge Discovery in Databases
European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27,2013, Proceedings, Part III, Lecture Notes in Computer Science 8190 - Lecture Notes in Artificial Intelligence
ISBN/EAN: 9783642409936
Umbreit-Nr.: 5588689
Sprache:
Englisch
Umfang: xlvi, 691 S., 190 s/w Illustr., 691 p. 190 illus.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 12.09.2013
Auflage: 1/2013
- Zusatztext
- InhaltsangabeReinforcement 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.