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Machine Learning and Knowledge Discovery in Databases [electronic resource] : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II / edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo.



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Creatore: Calders, Toon Visualizza persona
Titolo: Machine Learning and Knowledge Discovery in Databases [electronic resource] : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II / edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo.
Link to work: Machine Learning and Knowledge Discovery in Databases Visualizza cluster
Pubblicazione: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint : Springer, 2014
Estensione: XXXIV, 715 p. 200 illus : online resource.
Tipo formato: computer
Tipo contenuto: text
Tipo supporto: online resource
Disciplina: 006.312
Titolo uniforme di collana: Lecture notes in computer science ; 8725.
Classificazione LOC: QA76.9.D343
Creatori/Collaboratori: Esposito, Floriana
Hüllermeier, Eyke
Meo, Rosa
Accesso ente: SpringerLink (Online service)
Nota di contenuto: 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.
Restrizioni accesso: Access restricted by licensing agreement.
Sommario/riassunto: 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.
Collana: Lecture Notes in Computer Science, 0302-9743 ; 8725
ISBN: 9783662448519
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 12267904
Localizzazioni e accesso elettronico http://dx.doi.org/10.1007/978-3-662-44851-9
Lo trovi qui: Yale University
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Altra ed. diverso supporto: Printed edition: 9783662448502 Fa parte di: Springer eBooks