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Discovery Science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013. Proceedings
This book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and s...
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| Auteurs principaux : | , |
|---|---|
| Format : | Livre |
| Langue : | anglais |
| Titre complet : | Discovery Science : 16th International Conference, DS 2013, Singapore, October 6-9, 2013. Proceedings / edited by Johannes Fürnkranz, Eyke Hüllermeier, Tomoyuki Higuchi. |
| Édition : | 1st ed. 2013. |
| Publié : |
Berlin, Heidelberg :
Springer Berlin Heidelberg
, [20..] Cham : Springer Nature |
| Collection : | Lecture Notes in Artificial Intelligence ; 8140 |
| 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 |
| Note sur l'URL : | Accès sur la plateforme de l'éditeur (Springer) Accès sur la plateforme Istex |
| Condition d'utilisation et de reproduction : | Conditions particulières de réutilisation pour les bénéficiaires des licences nationales : https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |
| Contenu : | Mixture Models from Multiresolution 0-1 Data. Model Tree Ensembles for Modeling Dynamic Systems. Fast and Scalable Image Retrieval Using Predictive Clustering Trees. Avoiding Anomalies in Data Stream Learning. Generalizing from Example Clusters. Clustering Based Active Learning for Evolving Data Streams. Robust Crowd Labeling Using Little Expertise. A New Approach to String Pattern Mining with Approximate Match. OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process. A Wordification Approach to Relational Data Mining. Multi-interval Discretization of Continuous Attributes for Label Ranking. Identifying Super-Mediators of Information Diffusion in Social Networks. SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. A Dynamic Programming Algorithm for Learning Chain Event Graphs. Mining Interesting Patterns in Multi-relational Data with N-ary Relationships. Learning Hierarchical Multi-label Classification Trees from Network Data. A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications. Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis. Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems. Semantic Data Mining of Financial News Articles. Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph. Hyperlink Prediction in Hypernetworks Using Latent Social Features. Extracting Opinionated (Sub)Features from a Stream of Product Reviews |
| Sujets : | |
| Documents associés : | Autre format:
Discovery Science Autre format: Discovery Science |
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| 330 | |a This book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their application to knowledge discovery | ||
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