About these proceedings
Introduction
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 invited talks were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on 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; nectar track; demo track.
Keywords
bayesian network data mining graph-based methods parallel optimization social responsibility
Editors and affiliations
- Hendrik Blockeel
- Kristian Kersting
- Siegfried Nijssen
- Filip Železný
- 1.Department of Computer ScienceKatholieke Universiteit LeuvenLeuvenBelgium
- 2.Fraunhofer IAIS, Department of Knowledge DiscoveryUniversity of BonnSankt AugustinGermany
- 3.LIACSUniversiteit LeidenLeidenThe Netherlands
- 4.Department of Computer Science and EngineeringCzech Technical UniversityPrague 6Czech Republic
Bibliographic information