Toon Calders,
Floriana Esposito,
Eyke Hüllermeier,
Rosa Meo
e.a.
Springer Berlin Heidelberg
2014e druk, 2014
9783662448472
Machine Learning and Knowledge Discovery in Databases
European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I
Specificaties
Paperback, 709 blz.
|
Engels
Springer Berlin Heidelberg |
2014e druk, 2014
ISBN13: 9783662448472
Rubricering
Onderdeel van serie
Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783662448472
Taal:Engels
Bindwijze:paperback
Aantal pagina's:709
Uitgever:Springer Berlin Heidelberg
Druk:2014
Hoofdrubriek:Databases, Computer en informatica
Inhoudsopgave
<p>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.</p>