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BMCBI
2006
110views more  BMCBI 2006»
13 years 7 months ago
Bias in error estimation when using cross-validation for model selection
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
Sudhir Varma, Richard Simon
IJCV
2008
106views more  IJCV 2008»
13 years 7 months ago
Evaluation of Localized Semantics: Data, Methodology, and Experiments
We present a new data set encoding localized semantics for 1014 images and a methodology for using this kind of data for recognition evaluation. This methodology establishes protoc...
Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, An...
JCP
2006
139views more  JCP 2006»
13 years 7 months ago
Generalized Sequential Pattern Mining with Item Intervals
Sequential pattern mining is an important data mining method with broad applications that can extract frequent sequences while maintaining their order. However, it is important to ...
Yu Hirate, Hayato Yamana
JUCS
2006
135views more  JUCS 2006»
13 years 7 months ago
Operational/Interpretive Unfolding of Multi-adjoint Logic Programs
Abstract: Multi-adjoint logic programming represents a very recent, extremely flexible attempt for introducing fuzzy logic into logic programming. In this setting, the execution of...
Pascual Julián, Ginés Moreno, Jaime ...
ICST
2010
IEEE
13 years 6 months ago
Automated Behavioral Regression Testing
—When a program is modified during software evolution, developers typically run the new version of the program against its existing test suite to validate that the changes made ...
Wei Jin, Alessandro Orso, Tao Xie