Dr. Öğr. Üyesi ÇAĞATAY MURAT YILMAZ

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

A novel multimodal EEG-image fusion approach for emotion recognition: introducing a multimodal KMED dataset

HATİPOĞLU YILMAZ B., KÖSE C., YILMAZ Ç. M.

Neural Computing and Applications , cilt.37, sa.6, ss.5187-5202, 2025 (SCI-Expanded)

MI-BMPI motor imagery brain–mobile phone dataset and performance evaluation of voting ensembles utilizing QPDM

Yılmaz Ç. M., Yilmaz B. H., Köse C.

Neural Computing and Applications , cilt.37, sa.6, ss.4679-4696, 2025 (SCI-Expanded)

Advancements in Image Feature-Based Classification of Motor Imagery EEG Data: A Comprehensive Review

Yılmaz Ç. M., Yilmaz B. H.

TRAITEMENT DU SIGNAL , cilt.40, sa.5, ss.1857-1868, 2023 (SCI-Expanded)

Diversity in a signal-to-image transformation approach for EEG-based motor imagery task classification

Yilmaz B. H., Yilmaz C. M., Kose C.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.58, sa.2, ss.443-459, 2020 (SCI-Expanded)

A signal-to-image transformation approach for EEG and MEG signal classification

Hatipoglu B., YILMAZ Ç. M., KÖSE C.

SIGNAL IMAGE AND VIDEO PROCESSING , cilt.13, sa.3, ss.483-490, 2019 (SCI-Expanded)

A Quasi-probabilistic distribution model for EEG Signal classification by using 2-D signal representation

Yılmaz Ç. M., Köse C., Hatipoglu B.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , cilt.162, ss.187-196, 2018 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

A Novel Approach to Motor Imagery EEG Signal Transformation and Classification Using Stockwell Transform and Deep Learning Models

YILMAZ Ç. M.

Karadeniz Fen Bilimleri Dergisi , cilt.15, sa.1, ss.152-170, 2025 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler

Performance Evaluation of Xception Networks and Short-Time Fourier Transform Spectrograms for Motor Imagery Classification

Yılmaz Ç. M., Hatipoğlu Yılmaz B.

2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), Kuala-Lumpur, Malezya, 2 - 03 Aralık 2023, ss.1-5, (Tam Metin Bildiri)

A Novel Signal-to-Image Conversion Approach with Ensembles of Pretrained CNNs for Motor Imagery EEG Signals

Yılmaz Ç. M., Hatipoğlu Yılmaz B., Köse C.

2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), Palembang, Endonezya, 20 - 21 Eylül 2023, ss.49-53, (Tam Metin Bildiri)

Prediction of Eye States using k-NN Algorithm: A Comparison Study for Different Distance Metrics and Number of Neighbour Parameters

YILMAZ Ç. M., Yilmaz B. H., KÖSE C.

Medical Technologies Congress (TIPTEKNO), İzmir, Türkiye, 3 - 05 Ekim 2019, ss.326-329, (Tam Metin Bildiri)

Classification of the EEG Signals for the Cursor Movement with the Signal-to-Image Transformation

Yilmaz B. H., YILMAZ Ç. M., KÖSE C.

Medical Technologies Congress (TIPTEKNO), İzmir, Türkiye, 3 - 05 Ekim 2019, ss.483-486, (Tam Metin Bildiri)

Classification of Wrist Movements in Different Directions based on MEG Signals

HATİPOĞLU YILMAZ B., YILMAZ Ç. M., KÖSE C., AYDEMİR Ö.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri)

A New Appearance Based and User IndependentEye State Detection Method using Eigeneyes

YILMAZ Ç. M., KÖSE C.

25 th Signal processing and communication application conference, 25 - 15 Haziran 2017, (Tam Metin Bildiri)

A New Appearance Based and User Independent Eye State Detection Method using Eigeneyes

YILMAZ Ç. M., Kose C.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

A Comparison of Two Appearance Based Methods for Gender Recognition

HATİPOĞLU YILMAZ B., YILMAZ Ç. M., KÖSE C.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

Local Binary Pattern Histogram Features for on-screen Eye-Gaze Direction Estimation and a Comparison of Appearance Based Methods

YILMAZ Ç. M., KÖSE C.

39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, Avusturya, 27 - 29 Haziran 2016, ss.693-696, (Tam Metin Bildiri)