Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I /

This three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track pap...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Calders, Toon (Επιμελητής έκδοσης), Esposito, Floriana (Επιμελητής έκδοσης), Hüllermeier, Eyke (Επιμελητής έκδοσης), Meo, Rosa (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Σειρά:Lecture Notes in Computer Science, 8724
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Dynamic networks and knowledge discovery
  • Interactions between data mining and natural language processing
  • Mining ubiquitous and social environments
  • Statistically sound data mining
  • Machine learning for urban sensor data
  • Multi-target prediction
  • Representation learning
  • Neural connectomics: from imaging to connectivity
  • Data analytics for renewable energy integration
  • Linked data for knowledge discovery
  • New frontiers in mining complex patterns
  • Experimental economics and machine learning
  • Learning with multiple views: applications to computer vision and multimedia mining
  • Generalization and reuse of machine learning models over multiple contexts
  • Predictive web analytics.