Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III /

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Blockeel, Hendrik (Επιμελητής έκδοσης), Kersting, Kristian (Επιμελητής έκδοσης), Nijssen, Siegfried (Επιμελητής έκδοσης), Železný, Filip (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Σειρά:Lecture Notes in Computer Science, 8190
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.