Kurum Yazarı "Peker, Musa" WoS İndeksli Yayınlar Koleksiyonu İçin Listeleme
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Classification of sonar echo signals in their reduced sparse forms using complex-valued wavelet neural network
Bakbak, Pinar Ozkan; Peker, Musa (Springer London Ltd, 2020)This study aims to identify a method for classifying signals using their reduced sparse forms with a higher degree of accuracy. Many signals, such as sonar, radar, or seismic signals, are either sparse or can be made sparse ... -
A decision support system to improve medical diagnosis using a combination of k-medoids clustering based attribute weighting and SVM
Peker, Musa (Springer, 2016)The use of machine learning tools has become widespread in medical diagnosis. The main reason for this is the effective results obtained from classification and diagnosis systems developed to help medical professionals in ... -
An efficient sleep scoring system based on EEG signal using complex-valued machine learning algorithms
Peker, Musa (Elsevier, 2016)Sleep staging is a significant step in the diagnosis and treatment of sleep disorders. Sleep scoring is a time-consuming and difficult process. Given that sleep scoring requires expert knowledge, it is generally undertaken ... -
Human activity recognition from smart watch sensor data using a hybrid of principal component analysis and random forest algorithm
Ballı, Serkan; Sağbaş, Ensar Arif; Peker, Musa (Sage Publications Ltd, 2019)Background: Detecting of human movements is an important task in various areas such as healthcare, fitness and eldercare. It is now possible to achieve this aim using mobile applications. These applications provide users, ... -
Image Classification using Manifold Learning Based Non-Linear Dimensionality Reduction
Faaeq, Ainuddin; Gürüler, Hüseyin; Peker, Musa (Ieee, 2018)This paper presents fast categorization or classification of images on an animal dataset using different classification algorithm in combination with manifold learning algorithms. The paper will focus on comparing the ... -
A Medical Decision Support System Based on Ensemble of Complex-Valued Radial Basis Function Networks
Peker, Musa; Gürüler, Hüseyin; İstanbullu, Ayhan (Igi Global, 2018)The use of machine learning techniques for medical diagnosis has become increasingly common in recent years because, most importantly, the computer-aided diagnostic systems developed for supporting the experts have provided ... -
A new approach for automatic sleep scoring: Combining Taguchi based complex-valued neural network and complex wavelet transform
Peker, Musa (Elsevier Ireland Ltd, 2016)Automatic classification of sleep stages is one of the most important methods used for diagnostic procedures in psychiatry and neurology. This method, which has been developed by sleep specialists, is a time-consuming and ... -
A NEW FUZZY LOGIC BASED CAREER GUIDANCE SYSTEM: WEB-CGS
Peker, Musa; Gürüler, Hüseyin; Şen, Baha; İstanbullu, Ayhan (Univ Osijek, Tech Fac, 2017)Choosing a career affects individuals' social life deeply in terms of many dimensions. However, choosing the right career is becoming increasingly difficult given the existence of an increasing number of professions and ... -
Signal detection based on empirical mode decomposition and Teager-Kaiser energy operator and its application to P and S wave arrival time detection in seismic signal analysis
Kırbaş, İsmail; Peker, Musa (Springer, 2017)Determining P and S wave arrival times while minimizing noise is a major problem in seismic signal analysis. Precise determination of earthquake onset arrival timing, determination of earthquake magnitude, and calculation ... -
Soft computing model on genetic diversity and pathotype differentiation of pathogens: A novel approach
Gürüler, Hüseyin; Peker, Musa; Baysal, Ömür (Univ Catolica de Valparaiso, 2015)Background: Identifying and validating biomarkers' scores of polymorphic bands are important for studies related to the molecular diversity of pathogens. Although these validations provide more relevant results, the ...