Fatih V. Çelebi

A Comparative Study on Classification of Sleep Stage Based on EEG Signals Using Feature Selection and Classification Algorithms

Baha Şen, Musa Peker, Abdullah Çavuşoğlu et al. · Journal of Medical Systems · 2014 · 282 citations

Engineering, Neuroscience, Biomedical Signal Processing +16

Design of a high precision temperature measurement system based on artificial neural network for different thermocouple types

Ilker Dalkiran, Fatih V. Çelebi · Measurement · 2006 · 67 citations

Engineering, Materials Science, Mechanical Engineering +15

A New Generalized Deep Learning Framework Combining Sparse Autoencoder and Taguchi Method for Novel Data Classification and Processing

Ahmad Karim, Mehmet Serdar Güzel, Mehmet R. Tolun et al. · Mathematical Problems in Engineering · 2018 · 53 citations · Full text

Computing, Computer Science, Computer Vision +13

Anomalies Prediction in Radon Time Series for Earthquake Likelihood Using Machine Learning-Based Ensemble Model

Adil Aslam Mir, Fatih V. Çelebi, Hadeel Alsolai et al. · IEEE Access · 2022 · 45 citations · Full text

Computing, Computer Science, Earth Sciences +17

A novel hybrid method for determining the depth of anesthesia level: Combining ReliefF feature selection and random forest algorithm (ReliefF+RF)

Musa Peker, Baha Şen, Fatih V. Çelebi et al. · 2015 · 38 citations

Computing, Anesthesiology, Surgery +16