TY - BOOK AU - Blockeel,Hendrik AU - Kersting,Kristian AU - Nijssen,Siegfried AU - Železný,Filip TI - Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part II SN - 9783642409912 PY - 2013/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg KW - Computer science KW - Mathematics KW - Mathematical statistics KW - Data mining KW - Information Storage and Retrieval KW - Artificial intelligence KW - Pattern recognition N1 - 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 UR - http://dx.doi.org/10.1007/978-3-642-40991-2 ER -