Discovery Science: 16th International Conference, DS 2013, Singapore, October 6-9, 2013. Proceedings

Front Matter....Pages -
Mixture Models from Multiresolution 0-1 Data....Pages 1-16
Model Tree Ensembles for Modeling Dynamic Systems....Pages 17-32
Fast and Scalable Image Retrieval Using Predictive Clustering Trees....Pages 33-48
Avoiding Anomalies in Data Stream Learning....Pages 49-63
Generalizing from Example Clusters....Pages 64-78
Clustering Based Active Learning for Evolving Data Streams....Pages 79-93
Robust Crowd Labeling Using Little Expertise....Pages 94-109
A New Approach to String Pattern Mining with Approximate Match....Pages 110-125
OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process....Pages 126-140
A Wordification Approach to Relational Data Mining....Pages 141-154
Multi-interval Discretization of Continuous Attributes for Label Ranking....Pages 155-169
Identifying Super-Mediators of Information Diffusion in Social Networks....Pages 170-184
SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting....Pages 185-200
A Dynamic Programming Algorithm for Learning Chain Event Graphs....Pages 201-216
Mining Interesting Patterns in Multi-relational Data with N-ary Relationships....Pages 217-232
Learning Hierarchical Multi-label Classification Trees from Network Data....Pages 233-248
A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications....Pages 249-264
Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis....Pages 265-280
Fast Compression of Large-Scale Hypergraphs for Solving Combinatorial Problems....Pages 281-293
Semantic Data Mining of Financial News Articles....Pages 294-307
Polynomial Delay and Space Discovery of Connected and Acyclic Sub-hypergraphs in a Hypergraph....Pages 308-323
Hyperlink Prediction in Hypernetworks Using Latent Social Features....Pages 324-339
Extracting Opinionated (Sub)Features from a Stream of Product Reviews....Pages 340-355
Back Matter....Pages -