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

Contributor(s): Material type: TextTextLanguage: English Series: Lecture Notes in Computer Science ; 8189Publication details: Berlin, Heidelberg : Springer Berlin Heidelberg, 2013.Description: 1 online resource (XLIV, 693 p. 160 ill.)ISBN:
  • 9783642409912
Subject(s): Online resources:
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.
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Item type Current library Call number Materials specified Status Date due Barcode Item holds
Books Books National Library of India Available EBK000024309ENG
Total holds: 0

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.

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