Konu "Independent Component Analysis" için listeleme

Toplam kayıt 2, listelenen: 1-2

Breast Cancer Classification by Using Support Vector Machines with Reduced Dimension

Mert, Ahmet; Kılıç, Niyazi; Akan, Aydın (Croatian Society Electronics Marine, 2011)

Correct and timely diagnosis of diseases is an essential matter in medical field. Limited human capability and limitations decrease the rate of correct diagnosis. Machine learning algorithms such as support vector machine ...
An improved hybrid feature reduction for increased breast cancer diagnostic performance

Mert, Ahmet; Kılıç, Niyazi; Akan, Aydın (Springer Verlag, 2014)

Methods: A hybrid method is proposed using the independent component analysis (ICA) and the discrete wavelet transform (DWT) to reduce feature vectors of Wisconsin diagnostic breast cancer (WDBC) data set. Two independent ...