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Evolving Neural Networks in Classification Sunghwan Sohn
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Education Ph.D. Candidate, Engineering Management M.S., Computer Engineering B.E., Electronics Engineering
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Experience Research Assistant in Smart Engineering Systems Lab Developing Evolving Neural Networks in Data Mining Research Assistant in Computational Intelligence Lab Developed Automatic White Blood Cell Classification System
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Research Objective: To develop a hybrid intelligent system – Evolving Neural Networks (ENNs) – that can be used in data mining, especially in classification problems.
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Research (ENNs) Employs computational intelligence methodologies Neural Networks & Genetic Algorithms Genetic algorithms have been applied to automatic generation of neural networks Feature selection Adaptable topology Customized tasks Ensemble method
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