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Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I
This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were c...
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| Auteurs principaux : | , |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I / edited by Peter A. Flach, Tijl Bie, Nello Cristianini. |
| Publié : |
Berlin, Heidelberg :
Springer Berlin Heidelberg
, 2012 Cham : Springer Nature |
| Collection : | Lecture Notes in Artificial Intelligence ; 7523 |
| Accès en ligne : |
Accès Nantes Université
Accès direct soit depuis les campus via le réseau ou le wifi eduroam soit à distance avec un compte @etu.univ-nantes.fr ou @univ-nantes.fr |
| Sujets : | |
| Documents associés : | Autre format:
Machine Learning and Knowledge Discovery in Databases Autre format: Machine Learning and Knowledge Discovery in Databases |
- Aassociation rules and frequent patterns
- Bayesian learning and graphical models
- classification
- dimensionality reduction, feature selection and extraction
- distance-based methods and kernels
- ensemble methods
- graph and tree mining
- large-scale, distributed and parallel mining and learning
- multi-relational mining and learning
- multi-task learning
- natural language processing
- online learning and data streams.