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AOSE
2008
Springer
15 years 2 months ago
Evaluating an Agent-Oriented Approach for Change Propagation
A central problem in software maintenance is change propagation: given a set of primary changes that have been made to software, what additional secondary changes are needed? Altho...
Khanh Hoa Dam, Michael Winikoff
GPC
2010
Springer
15 years 2 months ago
A Focused Crawler with Ontology-Supported Website Models for Information Agents
This paper advocated the use of ontology-supported website models to provide a semantic level solution for an information agent so that it can provide fast, precise, and stable que...
Sheng-Yuan Yang
ASWC
2008
Springer
15 years 2 months ago
Integrating Lightweight Reasoning into Class-Based Query Refinement for Object Search
More and more RDF data have been published online to be consumed. Ordinary Web users also expect to experience more intelligent services promised by the Semantic Web, such as objec...
Gong Cheng, Yuzhong Qu
AUSAI
2008
Springer
15 years 2 months ago
Practical Bias Variance Decomposition
Abstract. Bias variance decomposition for classifiers is a useful tool in understanding classifier behavior. Unfortunately, the literature does not provide consistent guidelines on...
Remco R. Bouckaert
CCIA
2008
Springer
15 years 2 months ago
On the Dimensions of Data Complexity through Synthetic Data Sets
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
Núria Macià, Ester Bernadó-Ma...