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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I / edited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 8724
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 8724
- Language:
- English
- Subjects (All):
- Data mining.
- Artificial intelligence.
- Pattern recognition systems.
- Information storage and retrieval systems.
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Automated Pattern Recognition.
- Information Storage and Retrieval.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Automated Pattern Recognition.
- Information Storage and Retrieval.
- Physical Description:
- 1 online resource (XLIV, 709 pages) : 183 illustrations
- Edition:
- 1st ed. 2014.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-662-44848-9
- 9783662448489
- Access Restriction:
- Restricted for use by site license.
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