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
|
| 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.
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| Link to work: |
Machine Learning and Knowledge Discovery in Databases
|
| 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 |
| Item: | Permalink to OPAC |
Altra ed. diverso supporto:
Printed edition: 9783662448502
Fa parte di:
Springer eBooks