Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III / edited by Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný.

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...

Full description

Saved in:

Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Blockeel, Hendrik (Editor), Kersting, Kristian (Editor), Nijssen, Siegfried (Editor), Železný, Filip (Editor)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edition:	1st ed. 2013.
Series:	Lecture Notes in Artificial Intelligence ; 8190 Springer eBook Collection.
Subjects:	Data mining. Artificial intelligence. Pattern recognition. Computer science—Mathematics. Mathematical statistics. Information storage and retrieval. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

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.

Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III / edited by Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Železný.

Similar Items