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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Fürnkranz, Johannes (Editor ), Hüllermeier, Eyke (Editor ), Higuchi, Tomoyuki (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Lecture Notes in Artificial Intelligence, 8140
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.