Detection of diabetes using genetic programming

作者: Muhammad Waqar Aslam , Asoke Kumar Nandi

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摘要: … Nandi proposed a method for breast cancer diagnosis using the feature generated by GP [7]. They used a modified Fisher criterion for this purpose. Guo, Jack and Nandi … Day and Nandi …

参考文章(11)
Gail A. Carpenter, Natalya Markuzon, ARTMAP-IC and medical diagnosis: instance counting and inconsistent cases Neural Networks. ,vol. 11, pp. 323- 336 ,(1998) , 10.1016/S0893-6080(97)00067-1
Da Deng, Nikola Kasabov, ON-LINE PATTERN ANALYSIS BY EVOLVING SELF-ORGANIZING MAPS Neurocomputing. ,vol. 51, pp. 87- 103 ,(2003) , 10.1016/S0925-2312(02)00599-4
Ioannis Gadaras, Ludmil Mikhailov, An interpretable fuzzy rule-based classification methodology for medical diagnosis Artificial Intelligence in Medicine. ,vol. 47, pp. 25- 41 ,(2009) , 10.1016/J.ARTMED.2009.05.003
Hong Guo, Asoke K. Nandi, Breast cancer diagnosis using genetic programming generated feature Pattern Recognition. ,vol. 39, pp. 980- 987 ,(2006) , 10.1016/J.PATCOG.2005.10.001
J.K. Kishore, L.M. Patnaik, V. Mani, V.K. Agrawal, Application of genetic programming for multicategory pattern classification IEEE Transactions on Evolutionary Computation. ,vol. 4, pp. 242- 258 ,(2000) , 10.1109/4235.873235
Hasan Temurtas, Nejat Yumusak, Feyzullah Temurtas, None, A comparative study on diabetes disease diagnosis using neural networks Expert Systems With Applications. ,vol. 36, pp. 8610- 8615 ,(2009) , 10.1016/J.ESWA.2008.10.032
H. Guo, L.B. Jack, A.K. Nandi, Feature generation using genetic programming with application to fault classification systems man and cybernetics. ,vol. 35, pp. 89- 99 ,(2005) , 10.1109/TSMCB.2004.841426
P. Day, A.K. Nandi, Binary String Fitness Characterization and Comparative Partner Selection in Genetic Programming IEEE Transactions on Evolutionary Computation. ,vol. 12, pp. 724- 735 ,(2008) , 10.1109/TEVC.2008.917201