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EPIA
2005
Springer
15 years 6 months ago
Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics
Jan Struyf, Saso Dzeroski, Hendrik Blockeel, Amand...
103
Voted
EPIA
2005
Springer
15 years 6 months ago
Monitoring the Quality of Meta-data in Web Portals Using Statistics, Visualization and Data Mining
We propose a methodology to monitor the quality of the meta-data used to describe content in web portals. It is based on the analysis of the meta-data using statistics, visualizati...
Carlos Soares, Alípio Mário Jorge, M...
89
Voted
EPIA
2005
Springer
15 years 6 months ago
An Extension of Self-organizing Maps to Categorical Data
Self-organizing maps (SOM) have been recognized as a powerful tool in data exploratoration, especially for the tasks of clustering on high dimensional data. However, clustering on ...
Ning Chen, Nuno C. Marques
116
Voted
EPIA
2005
Springer
15 years 6 months ago
Case Retrieval Nets for Heuristic Lexicalization in Natural Language Generation
Abstract. In this paper we discuss the use of Case Retrieval Nets, a particular memory model for implementing case-base reasoning solutions, for implementing a heuristic lexicalisa...
Raquel Hervás, Pablo Gervás