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DCC
2006
IEEE
16 years 6 months ago
LDPC codes generated by conics in the classical projective plane
We construct various classes of low-density parity-check codes using point-line incidence structures in the classical projective plane PG(2, q). Each incidence structure is based ...
Sean V. Droms, Keith E. Mellinger, Chris Meyer
CSMR
2005
IEEE
16 years 7 days ago
Applying Webmining Techniques to Execution Traces to Support the Program Comprehension Process
Well-designed object-oriented programs typically consist of a few key classes that work tightly together to provide the bulk of the functionality. As such, these key classes are e...
Andy Zaidman, Toon Calders, Serge Demeyer, Jan Par...
ECAI
2006
Springer
15 years 10 months ago
Text Sampling and Re-Sampling for Imbalanced Authorship Identification Cases
Authorship identification can be seen as a single-label multi-class text categorization problem. Very often, there are extremely few training texts at least for some of the candida...
Efstathios Stamatatos
DAWAK
2008
Springer
15 years 8 months ago
A Parameter-Free Associative Classification Method
In many application domains, classification tasks have to tackle multiclass imbalanced training sets. We have been looking for a CBA approach (Classification Based on Association r...
Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jea...
HIS
2008
15 years 8 months ago
Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
Salvador García, Francisco Herrera