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AI
2009
Springer
16 years 27 days ago
Cost-Based Sampling of Individual Instances
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
William Klement, Peter A. Flach, Nathalie Japkowic...
AMC
2007
128views more  AMC 2007»
15 years 6 months ago
Class label versus sample label-based CCA
When correlating the samples with the corresponding class labels, canonical correlation analysis (CCA) can be used for supervised feature extraction and subsequent classification...
Tingkai Sun, Songcan Chen
IJSEKE
2006
122views more  IJSEKE 2006»
15 years 6 months ago
A Tool to Automatically Map Implementation-based Testing Techniques to Classes
hibiting the characteristics of abstraction, encapsulation, genericity, inheritance, polymorphism, concurrency and exception handling. To address the difficulty of testing the feat...
Peter J. Clarke, Junhua Ding, Djuradj Babich, Bria...
ROBOCUP
2007
Springer
102views Robotics» more  ROBOCUP 2007»
16 years 12 days ago
Automatic On-Line Color Calibration Using Class-Relative Color Spaces
In this article we present an automatic on-line color calibration system that makes extensive use of the spatial relationships between color classes in the color space. First, we i...
Pablo Guerrero, Javier Ruiz-del-Solar, Josué...
OOPSLA
2005
Springer
15 years 11 months ago
Refactoring support for class library migration
As object-oriented class libraries evolve, classes are occasionally deprecated in favor of others with roughly the same functionality. In Java’s standard libraries, for example,...
Ittai Balaban, Frank Tip, Robert M. Fuhrer