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Çağatay Murat Yılmaz

Observed names: Cagatay Murat Yilmaz, Yilmaz Cagatay Murat, Yilmaz, Cagatay Murat, Çagatay Murat Yılmaz, Çağatay Yılmaz
Observed institution: Karadeniz Technical University
ORCID: 0000-0002-6513-7337
Observed ORCID: 0000-0002-6513-7337
OpenAlex ID: A5090627818
Diversity in a signal-to-image transformation approach for EEG-based motor imagery task classification
2019 · Bahar Hatipoglu Yilmaz, Cagatay Murat Yilmaz, et al. · Medical & Biological Engineering & Computing · 26
A signal-to-image transformation approach for EEG and MEG signal classification
2018 · Bahar Hatipoglu, Cagatay Murat Yilmaz, et al. · Signal Image and Video Processing · 25
EEG-based fusion approaches in multimodal emotion recognition: An in-depth review
2025 · Bahar Hatipoglu Yilmaz, Cagatay Murat Yilmaz, et al. · Neurocomputing · 11
Advancements in Image Feature-Based Classification of Motor Imagery EEG Data: A Comprehensive Review
2023 · Cagatay Murat Yilmaz, Bahar Hatipoglu Yilmaz · Traitement du signal · 11
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A novel multimodal EEG-image fusion approach for emotion recognition: introducing a multimodal KMED dataset
2024 · Bahar Hatipoglu Yilmaz, Cemal Kose, et al. · Neural Computing and Applications · 10
Local Binary Pattern Histogram features for on-screen eye-gaze direction estimation and a comparison of appearance based methods
2016 · Cagatay Murat Yilmaz, Cemal Kose · International Conference on Telecommunications and Signal Processing (TSP) · 9
A Quasi-probabilistic distribution model for EEG Signal classification by using 2-D signal representation
2018 · Cagatay Murat Yilmaz, Cemal Kose, et al. · Computer Methods and Programs in Biomedicine · 8
Computer control and interaction using eye gaze direction detection
2014 · Cagatay Murat Yilmaz, Cemal Kose · Signal Processing and Communications Applications Conference (SIU) · 7
Prediction of Eye States using k-NN Algorithm: A Comparison Study for Different Distance Metrics and Number of Neighbour Parameters
2019 · Cagatay Murat Yilmaz, Bahar Hatipoglu Yilmaz, et al. · Medical Technologies Congress (TIPTEKNO) · 4
A Novel Approach to Motor Imagery EEG Signal Transformation and Classification Using Stockwell Transform and Deep Learning Models
2025 · Çağatay Murat Yılmaz · Karadeniz Fen Bilimleri Dergisi · 2
MI-BMPI motor imagery brain–mobile phone dataset and performance evaluation of voting ensembles utilizing QPDM
2024 · Cagatay Murat Yilmaz, Bahar Hatipoglu Yilmaz, et al. · Neural Computing and Applications · 2
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A Novel Signal-to-Image Conversion Approach with Ensembles of Pretrained CNNs for Motor Imagery EEG Signals
2023 · Cagatay Murat Yilmaz, Bahar Hatipoglu Yilmaz, et al. · Proceeding of the Electrical Engineering Computer Science and Informatics · 2
Eye gaze direction detection using Principal Component Analysis and appearance based methods
2015 · Cagatay Murat Yilmaz, Cemal Kose · Signal Processing and Communications Applications Conference (SIU) · 2
Performance Evaluation of Xception Networks and Short-Time Fourier Transform Spectrograms for Motor Imagery Classification
2023 · Cagatay Murat Yilmaz, Bahar Hatipoglu Yilmaz · IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE) · 1
Classification of the EEG Signals for the Cursor Movement with the Signal-to-Image Transformation
2019 · Bahar Hatipoglu Yilmaz, Cagatay Murat Yilmaz, et al. · Medical Technologies Congress (TIPTEKNO) · 1
A new appearance based and user independent eye state detection method using eigeneyes
2017 · Cagatay Murat Yilmaz, Cemal Kose · Signal Processing and Communications Applications Conference (SIU) · 1
Riemannian Geometry-Based Cross-Subject Motor Imagery EEG Classification via Subject-Adaptive Prototype Selection
2026 · Gulsah Demirbas, Cagatay Murat Yilmaz · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
MLOps in Practice: Applications, Challenges, and Insights Across Domains
2025 · Cagatay Murat Yilmaz · International Conference on Artificial Intelligence and Signal Processing (AISP)
BCI for Mobile Devices: Time–Frequency and Representation Learning Analysis of Mobile Gesture Tasks
2025 · Cagatay Murat Yilmaz, Ahmet Ulu, et al. · IEEE International Conference on Signals and Systems (ICSigSys)
Mobil EEG Cihazları ile Veri Toplama: Metodolojik Bir Kılavuz ve Uygulamalarla Değerlendirme
2025 · Çağatay Murat Yılmaz, Bahar Hatipoğlu Yılmaz · Karadeniz Fen Bilimleri Dergisi
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Region-Specific Topographic Representations for Deep Learning-Based Brain-Computer Interfaces
2025 · Cagatay Murat Yilmaz, Ahmet Ulu · International Conference on Inventive Computing and Informatics (ICICI)
Classification of wrist movements in different directions based on MEG signals
2018 · Bahar Hatipoglu, Çagatay Murat Yılmaz, et al. · Signal Processing and Communications Applications Conference (SIU)
A comparison of two appearance based methods for gender recognition
2017 · Bahar Hatipoglu, Cagatay Murat Yilmaz, et al. · Signal Processing and Communications Applications Conference (SIU)
スクリーン上視線方向推定のための局所二値パターンヒストグラム特徴と外観に基づく方法の比較【Powered by NICT】
2016 · Yilmaz Cagatay Murat, Kose Cemal · IEEE Conference Proceedings
Görünüm Temelli Yöntemlerle Gerçek Zamanlı Göz Bakış Yönü Kestirimi ve İnsan Bilgisayar Etkileşimi
2014 · Çağatay Yılmaz, Cemal Köse
Works count: 26
Citation count: 122
H-index: 7
I10-index: 5
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