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The paper presents application of the genetic algorithm for the integration of classifiers used in the ensemble for the accurate recognition of arrhythmia on the basis of ECG waveform. It is well known that using many classifiers arranged in the form of ensemble leads to the increased accuracy of recognition. However the important problem is the integration of them into one classification system....
This paper presents the application of a genetic algorithm (GA) and a support vector machine (SVM) to the recognition of blood cells based on the image of the bone marrow aspirate. The main task of the GA is the selection of the features used by the SVM in the final recognition and classification of cells. The automatic recognition system has been developed, and the results of its numerical verification...
The paper presents application of the genetic algorithm and support vector machine for the recognition of the blood cells on the basis of image of the bone marrow aspirate. The automatic recognition system has been developed and the results of its numerical verification are presented and discussed. They show that application of the genetic algorithm is a powerful tool for selection of the diagnostic...
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