Musa Peker

14 papers C 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2021 J jnl
Classification of hyperspectral imagery using a fully complex-valued wavelet neural network with deep convolutional features.
Expert Syst. Appl.
Musa Peker
2020 J jnl
Classification of sonar echo signals in their reduced sparse forms using complex-valued wavelet neural network.
Neural Comput. Appl.
Pinar Ozkan-Bakbak, Musa Peker
2018 — conf
Image classification using manifold learning based non-linear dimensionality reduction.
SIU
Ainuddin Faaeq, Huseyin Guruler, Musa Peker
2016 J jnl
A Novel Method for Automated Diagnosis of Epilepsy Using Complex-Valued Classifiers.
IEEE J. Biomed. Health Informatics
Musa Peker, Baha Sen, Dursun Delen
2016 J jnl
A decision support system to improve medical diagnosis using a combination of k-medoids clustering based attribute weighting and SVM.
J. Medical Syst.
Musa Peker
2016 J jnl
A new approach for automatic sleep scoring: Combining Taguchi based complex-valued neural network and complex wavelet transform.
Comput. Methods Programs Biomed.
Musa Peker
2016 J jnl
An efficient sleep scoring system based on EEG signal using complex-valued machine learning algorithms.
Neurocomputing
Musa Peker
2015 C conf
A comparison of different classification algorithms for determining the depth of anesthesia level on a new set of attributes.
INISTA
Ayse Arslan, Baha Sen, Fatih V. Celebi, Musa Peker, Abdulkadir But
2015 C conf
A novel hybrid method for determining the depth of anesthesia level: Combining ReliefF feature selection and random forest algorithm (ReliefF+RF).
INISTA
Musa Peker, Ayse Arslan, Baha Sen, Fatih V. Celebi, Abdulkadir But
2015 — conf
A software tool for complex-valued neural network: CV-ANN.
SIU
Huseyin Guruler, Musa Peker
2015 J jnl
Determining the Appropriate Amount of Anesthetic Gas Using DWT and EMD Combined with Neural Network.
J. Medical Syst.
Mustafa Coskun, Hüseyin Gürüler, Ayhan Istanbullu, Musa Peker
2015 J jnl
Rapid Automated Classification of Anesthetic Depth Levels using GPU Based Parallelization of Neural Networks.
J. Medical Syst.
Musa Peker, Baha Sen, Hüseyin Gürüler
2014 J jnl
A Comparative Study on Classification of Sleep Stage Based on EEG Signals Using Feature Selection and Classification Algorithms.
J. Medical Syst.
Baha Sen, Musa Peker, Abdullah Çavusoglu, Fatih V. Celebi
2014 — —
EEG sinyallerinden anomali tespiti (Anomaly detection in EEG signals)
Musa Peker