Search Results - "Ergin, Semih"

A new feature extraction framework based on wavelets for breast cancer diagnosis by Ergin, Semih, Kilinc, Onur

“…Abstract This paper investigates a pattern recognition framework in order to determine and classify breast cancer cases. Initially, a two-class separation…”
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Block-Based Noisy/Clean Classification of Images Using the Common Vector Approach by Kalyoncu, Hasan Basar, Ergin, Semih, Gulmezoglu, Mehmet Bilginer

“…In this paper, a novel method is proposed to determine noisy blocks of an image. Three different threshold values for noisy/clean classification of the blocks…”
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Necessary Conditions for Successful Application of Intra- and Inter-class Common Vector Classifiers by Koc, Mehmet, Ergin, Semih, Gulmezoglu, Mehmet Bilginer, Fidan, Mehmet, Gerek, Omer Nezih, Barkana, Atalay

“…In this study, classification performances and inherent characteristics of two variations of the common vector approach (CVA), namely the mutual CVA and the…”
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A survey on ECG analysis by Kaplan Berkaya, Selcan, Uysal, Alper Kursat, Sora Gunal, Efnan, Ergin, Semih, Gunal, Serkan, Gulmezoglu, M. Bilginer

“…The electrocardiogram (ECG) signal basically corresponds to the electrical activity of the heart. In the literature, the ECG signal has been analyzed and…”
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Indifference subspace of deep features for lung nodule classification from CT images by Ashames, Mohamad M.A., Demir, Ahmet, Koc, Mehmet, Fidan, Mehmet, Ergin, Semih, Gulmezoglu, Mehmet Bilginer, Barkana, Atalay, Gerek, Omer Nezih

“…Deep learning (DL) has made substantial contributions to automated diagnoses in biomedical imaging, with various architectures extensively used for critical…”
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A new classification scheme of plastic wastes based upon recycling labels by Özkan, Kemal, Ergin, Semih, Işık, Şahin, Işıklı, İdil

“…•PET, HPDE or PP types of plastics are considered.•An automated classification of plastic bottles based on the feature extraction and classification methods is…”
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Neural network representations for the inter- and intra-class common vector classifiers by Edizkan, Rifat, Barkana, Atalay, Koc, Mehmet, Gulmezoglu, M. Bilginer, Ashames, Mohamad M.A., Ergin, Semih, Fidan, Mehmet, Demir, Ahmet, Calisir, Cuneyt, Gerek, Omer N.

“…Common Vector Approach (CVA) is a known linear regression-based classifier, which also enables an extension to inter-class discrimination, known as the…”
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Are deep learning classification results obtained on CT scans fair and interpretable? by Ashames, Mohamad M. A, Demir, Ahmet, Gerek, Omer N, Fidan, Mehmet, Gulmezoglu, M. Bilginer, Ergin, Semih, Edizkan, Rifat, Koc, Mehmet, Barkana, Atalay, Calisir, Cuneyt

“…Following the great success of various deep learning methods in image and object classification, the biomedical image processing society is also overwhelmed…”
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A New Feature Ensemble with a Multistage Classification Scheme for Breast Cancer Diagnosis by Isikli Esener, Idil, Yuksel, Tolga, Ergin, Semih

“…A new and effective feature ensemble with a multistage classification is proposed to be implemented in a computer-aided diagnosis (CAD) system for breast…”
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Two Pseudo-Common Vectors for Pattern Recognition by Koc, Mehmet, Gülmezoğlu, M. Bilginer, Ergin, Semih, Edizkan, Rifat, Barkana, Atalay

“…In this paper, the mathematical model used in finding the common vectors of classes in pattern recognition problems is reconsidered to obtain possible…”
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A novel multistage system for the detection and removal of pectoral muscles in mammograms by IŞIKLI ESENER, İdil, ERGİN, Semih, YÜKSEL, Tolga

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Classification of short-circuit faults in high-voltage energy transmission line using energy of instantaneous active power components-based common vector approach by YUMURTACI, Mehmet, GÖKMEN, Gökhan, KOCAMAN, Çağrı, ERGİN, Semih, KILIÇ, Osman

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On the realization of common matrix classifier using covariance tensors by Ergin, Semih, Gerek, Ö. Nezih, Gülmezoğlu, M. Bilginer, Barkana, Atalay

“…Due to the growing interest in image classifiers, the concept of native two dimensional (2-D) classifiers continues to attract researchers in the field of…”
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A new implementation of common matrix approach using third-order tensors for face recognition by Ergin, Semih, Çakir, Serdar, Gerek, Ö. Nezih, Gülmezoğlu, M. Bilginer

“…► CMA is effectively used in pattern recognition problems. ► Since CMA considers the recognition problem as separate class subspace, CMA is adapted very…”
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Use of center of gravity with the common vector approach in isolated word recognition by Gülmezoğlu, M. Bilginer, Edizkan, Rifat, Ergin, Semih, Barkana, Atalay

“…► The COG method determines the point around which the momentum through the word is balanced. ► The COG method is superior to the endpoint detection method in…”
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The assessment of feature selection methods on agglutinative language for spam email detection: A special case for Turkish by Ergin, Semih, Isik, Sahin

“…In this study, the assessment of three different feature selection methods including Information Gain (IG), Gini Index (GI), and CHI square (CHI2) is made by…”
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Are Deep Learning Classification Results Obtained on CT Scans Fair and Interpretable? by Ashames, Mohamad M. A, Demir, Ahmet, Gerek, Omer N, Fidan, Mehmet, Gulmezoglu, M. Bilginer, Ergin, Semih, Koc, Mehmet, Barkana, Atalay, Calisir, Cuneyt

“…Following the great success of various deep learning methods in image and object classification, the biomedical image processing society is also overwhelmed…”
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The investigation on the effect of feature vector dimension for spam email detection with a new framework by Ergin, Semih, Isik, Sahin

“…In this study, the effect of dimension for a feature vector on the classification of Turkish e-mails as spam or legitimate is investigated. Although hundreds…”
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A feature selection analysis in breast cancer diagnosis by Esener, Idil Isikli, Ergin, Semih, Yuksel, Tolga

“…In this paper, it is aimed to design a computer aided diagnosis system for breast cancer diagnosis and a mamogram dataset prepared during the Image Retrieval…”
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ECG based biometric authentication using ensemble of features by Ergin, Semih, Uysal, Alper Kursat, Gunal, Efnan Sora, Gunal, Serkan, Gulmezoglu, M. Bilginer

“…In this work, the efficacy of various features on electrocardiogram (ECG) based biometric authentication process is thoroughly examined. In particular, the…”
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