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

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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Bibliographic Details
Other Authors: Calders, Toon (Editor), Esposito, Floriana (Editor), Hüllermeier, Eyke (Editor), Meo, Rosa (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2014, 2014
Edition:1st ed. 2014
Series:Lecture Notes in Artificial Intelligence
Subjects:
Information Storage And Retrieval
Artificial Intelligence
Data Mining
Information Storage And Retrieval Systems
Data Mining And Knowledge Discovery
Automated Pattern Recognition
Pattern Recognition Systems
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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