Kurum Yazarı "Bilgili, Erdem" Elektrik-Elektronik Mühendisliği Bölümü Koleksiyonu İçin Listeleme
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Breast Cancer Detection with Reduced Feature Set
Mert, Ahmet; Kılıç, Niyazi; Bilgili, Erdem; Akan, Aydın (Hindawi Ltd, 2015)This paper explores feature reduction properties of independent component analysis (ICA) on breast cancer decision support system. Wisconsin diagnostic breast cancer (WDBC) dataset is reduced to one-dimensional feature ... -
Random subspace method with class separability weighting
Mert, Ahmet; Kılıç, Niyazi; Bilgili, Erdem (Wiley, 2016)The random subspace method (RSM) is one of the ensemble learning algorithms widely used in pattern classification applications. RSM has the advantages of small error rate and improved noise insensitivity due to ensemble ...