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CBSE
2008
Springer
15 years 8 months ago
A Component Selection Framework for COTS Libraries
Component-based software engineering proposes building complex applications from COTS (Commercial Off-The-Shelf) organized into component markets. Therefore, the main development e...
Bart George, Régis Fleurquin, Salah Sadou
CISIS
2007
IEEE
15 years 8 months ago
Selecting Grid-Agent-Team to Execute User-Job--Initial Solution
Recently we have proposed a novel approach to utilizing agent teams as resource brokers and managers in the Grid. Thus far we have presented an overview of the proposed approach d...
Mateusz Dominiak, Maria Ganzha, Marcin Paprzycki
ESANN
2008
15 years 8 months ago
Selection of important input variables for RBF network using partial derivatives
In regression problems, making accurate predictions is often the primary goal. Also, relevance of inputs in the prediction of an output would be valuable information in many cases....
Jarkko Tikka, Jaakko Hollmén
ESANN
2004
15 years 8 months ago
Regularizing generalization error estimators: a novel approach to robust model selection
Abstract. A well-known result by Stein shows that regularized estimators with small bias often yield better estimates than unbiased estimators. In this paper, we adapt this spirit ...
Masashi Sugiyama, Motoaki Kawanabe, Klaus-Robert M...
DMIN
2006
122views Data Mining» more  DMIN 2006»
15 years 8 months ago
Class Selection Avoiding Key-like Property for Better Precise Rules
When we want to select a class attribute among several choices, we suggest to using a method that is based on the overall correctness of a generating rule set as well as the number...
Hyontai Sug