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JBI
2006
13 years 4 months ago
Improving the classification of multiple disorders with problem decomposition
Radwan E. Abdel-Aal, Mona R. E. Abdel-Halim, Safa ...
FLAIRS
2004
13 years 6 months ago
Case-Based Approaches for Diagnosing Multiple Disorders
Multiple disorders are a daily problem in medical diagnosis and treatment. However, case-based diagnosis handling multiple disorders is still a challenging task. Although case-bas...
Martin Atzmüller, Joachim Baumeister, Frank P...
BMCBI
2006
112views more  BMCBI 2006»
13 years 4 months ago
Protein disorder prediction by condensed PSSM considering propensity for order or disorder
Background: More and more disordered regions have been discovered in protein sequences, and many of them are found to be functionally significant. Previous studies reveal that dis...
Chung-Tsai Su, Chien-Yu Chen, Yu-Yen Ou
GECCO
2006
Springer
13 years 8 months ago
MOGE: GP classification problem decomposition using multi-objective optimization
A novel approach to classification is proposed in which a Paretobased ranking of individuals is used to encourage multiple individuals to participate in the solution. To do so, th...
Andrew R. McIntyre, Malcolm I. Heywood
ICDM
2003
IEEE
220views Data Mining» more  ICDM 2003»
13 years 10 months ago
Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining
Predictive data mining typically relies on labeled data without exploiting a much larger amount of available unlabeled data. The goal of this paper is to show that using unlabeled...
Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Z...