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

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...

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Corporate Author: SpringerLink (Online service)
Other Authors: Calders, Toon. (Editor, http://id.loc.gov/vocabulary/relators/edt), Esposito, Floriana. (Editor, http://id.loc.gov/vocabulary/relators/edt), Hüllermeier, Eyke. (Editor, http://id.loc.gov/vocabulary/relators/edt), Meo, Rosa. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Lecture Notes in Artificial Intelligence ; 8725
Subjects:
Data mining.
Artificial intelligence.
Pattern recognition.
Information storage and retrieval.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Pattern Recognition.
Information Storage and Retrieval.
Online Access:https://doi.org/10.1007/978-3-662-44851-9
Table of Contents:
  • 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.

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