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

• 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, 8726
• Θέματα: Computer science.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Pattern recognition.; Computer Science.; Data Mining and Knowledge Discovery.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.; Information Storage and Retrieval.

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...

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.