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...

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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
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245 1 0 |a Machine Learning and Knowledge Discovery in Databases  |h [electronic resource] :  |b European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I /  |c edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo. 
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490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 8724 
505 0 |a 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. 
520 |a 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 papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases. 
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650 0 |a Data mining. 
650 0 |a Information storage and retrieval. 
650 0 |a Artificial intelligence. 
650 0 |a Pattern recognition. 
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650 2 4 |a Data Mining and Knowledge Discovery. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Pattern Recognition. 
650 2 4 |a Information Storage and Retrieval. 
700 1 |a Calders, Toon.  |e editor. 
700 1 |a Esposito, Floriana.  |e editor. 
700 1 |a Hüllermeier, Eyke.  |e editor. 
700 1 |a Meo, Rosa.  |e editor. 
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