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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Библиографические подробности
Главный автор: Fürnkranz, Johannes, 1975-
Другие авторы: Higuchi, Tomoyuki (Публикующий директор)
Формат: Livre numérique
Язык:Anglais
Опубликовано: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Редактирование:1st ed. 2013.
Серии:Lecture Notes in Artificial Intelligence 8140
Предметы:
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Accès INSA CVL
Примечание: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Discovery Science, 9783642408960
• Discovery Science, Texte imprimé, 9783642408984
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505 1 |a 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 
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520 |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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