대한전자공학회:학술대회논문집 (Proceedings of the IEEK Conference)
- 대한전자공학회 2006년도 하계종합학술대회
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- Pages.261-262
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- 2006
모호한 카테고리를 도입한 기저 세포암 검출기
A Basal Cell Carcinoma Classifier with an Ambiguous Category
- Park, Aa-Ron (The School of Electronics and Computer Engineering Chonnam National University) ;
- Min, So-Hee (The School of Electronics and Computer Engineering Chonnam National University) ;
- Baek, Seong-Joon (The School of Electronics and Computer Engineering Chonnam National University) ;
- Na, Seung-Yu (The School of Electronics and Computer Engineering Chonnam National University)
- 발행 : 2006.06.21
초록
According to the previous work, various well known methods including maximum a posteriori probability classifier (MAP) and multi layer perceptron networks classifier (MLP) showed competitive results. Since even the small errors often leads to a fatal result, we investigated the method that reduces classification error perfectly by screening out some ambiguous patterns. Those ambiguous patterns can be examined by routine biopsy. We incorporated an ambiguous category in MAP and MLP. Classification results involving 216 spectra gave 100% sensitivity for the case of MLP.
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