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Discovery Science 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings /
The 9th International Conference on Discovery Science (DS 2006) was held in Barcelona, Spain, on 7-10 October 2006. The conference was collocated with the 17th International Conference on Algorithmic Learning Theory (ALT 2006). The two conferences shared the invited talks. This LNAI volume, containi...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2006.
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| Edición: | 1st ed. 2006. |
| Colección: | Lecture Notes in Artificial Intelligence,
4265 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Invited Papers
- e-Science and the Semantic Web: A Symbiotic Relationship
- Data-Driven Discovery Using Probabilistic Hidden Variable Models
- Reinforcement Learning and Apprenticeship Learning for Robotic Control
- The Solution of Semi-Infinite Linear Programs Using Boosting-Like Methods
- Spectral Norm in Learning Theory: Some Selected Topics
- Long Papers
- Classification of Changing Regions Based on Temporal Context in Local Spatial Association
- Kalman Filters and Adaptive Windows for Learning in Data Streams
- Scientific Discovery: A View from the Trenches
- Optimal Bayesian 2D-Discretization for Variable Ranking in Regression
- Text Data Clustering by Contextual Graphs
- Automatic Water Eddy Detection in SST Maps Using Random Ellipse Fitting and Vectorial Fields for Image Segmentation
- Mining Approximate Motifs in Time Series
- Identifying Historical Period and Ethnic Origin of Documents Using Stylistic Feature Sets
- A New Family of String Classifiers Based on Local Relatedness
- On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets
- Mining Sectorial Episodes from Event Sequences
- A Voronoi Diagram Approach to Autonomous Clustering
- Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations
- Strategy Diagram for Identifying Play Strategies in Multi-view Soccer Video Data
- Prediction of Domain-Domain Interactions Using Inductive Logic Programming from Multiple Genome Databases
- Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts
- Analysis of Linux Evolution Using Aligned Source Code Segments
- Rule-Based Prediction of Rare Extreme Values
- A Pragmatic Logic of Scientific Discovery
- Change Detection with Kalman Filter and CUSUM
- Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification
- A Multilingual Named Entity Recognition System Using Boosting and C4.5 Decision Tree Learning Algorithms
- Model-Based Estimation of Word Saliency in Text
- Regular Papers
- Learning Bayesian Network Equivalence Classes from Incomplete Data
- Interesting Patterns Extraction Using Prior Knowledge
- Visual Interactive Subgroup Discovery with Numerical Properties of Interest
- Contextual Ontological Concepts Extraction
- Experiences from a Socio-economic Application of Induction Trees
- Interpreting Microarray Experiments Via Co-expressed Gene Groups Analysis (CGGA)
- Symmetric Item Set Mining Based on Zero-Suppressed BDDs
- Mathematical Models of Category-Based Induction
- Automatic Construction of Static Evaluation Functions for Computer Game Players
- Databases Reduction Simultaneously by Ordered Projection
- Mapping Ontologies in an Air Pollution Monitoring and Control Agent-Based System
- Information Theory and Classification Error in Probabilistic Classifiers
- Checking Scientific Assumptions by Modeling
- Incremental Algorithm Driven by Error Margins
- Feature Construction and ?-Free Sets in 0/1 Samples
- Visual Knowledge Discovery in Paleoclimatology with Parallel Coordinates
- A Novel Framework for Discovering Robust Cluster Results
- Gene Selection for Classifying Microarray Data Using Grey Relation Analysis.