Yazar "Celebi, Fatih V." için listeleme
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A new framework using deep auto-encoder and energy spectral density for medical waveform data classification and processing
Karim, Ahmad M.; Guzel, Mehmet S.; Tolun, Mehmet R.; Kaya, Hilal; Celebi, Fatih V. (2019)This paper proposes a new framework for medical data processing which is essentially designed based on deep autoencoder and energy spectral density (ESD) concepts. The main novelty of this framework is to incorporate ESD ... -
A New Generalized Deep Learning Framework Combining Sparse Autoencoder and Taguchi Method for Novel Data Classification and Processing
Tolun, Mehmet R.; Karim, Ahmad M.; Guzel, Mehmet S.; Kaya, Hilal; Celebi, Fatih V. (2018)Deep autoencoder neural networks have been widely used in several image classification and recognition problems, including hand-writing recognition, medical imaging, and face recognition. The overall performance of deep ...