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MICAI
2007
Springer
16 years 17 days ago
Building Fine Bayesian Networks Aided by PSO-Based Feature Selection
A successful interpretation of data goes through discovering crucial relationships between variables. Such a task can be accomplished by a Bayesian network. The dark side is that, ...
María del Carmen Chávez, Gladys Casa...
ASWEC
2005
IEEE
16 years 2 days ago
Detecting Indirect Coupling
Coupling is considered by many to be an important concept in measuring design quality. There is still much to be learned about which aspects of coupling affect design quality or o...
Hong Yul Yang, Ewan D. Tempero, Rebecca Berrigan
ECML
2005
Springer
15 years 12 months ago
Estimation of Mixture Models Using Co-EM
We study estimation of mixture models for problems in which multiple views of the instances are available. Examples of this setting include clustering web pages or research papers ...
Steffen Bickel, Tobias Scheffer
OOPSLA
2005
Springer
15 years 12 months ago
Roles of variables in object-oriented programming
Roles can be assigned to occurrences of variables in programs according to a small number of stereotypical patterns of use. Studies on explicitly teaching roles to novices learnin...
Pauli Byckling, Petri Gerdt, Jorma Sajaniemi
ECML
2004
Springer
15 years 11 months ago
Improving Random Forests
Random forests are one of the most successful ensemble methods which exhibits performance on the level of boosting and support vector machines. The method is fast, robust to noise,...
Marko Robnik-Sikonja