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Bahar Hatipoğlu Yılmaz

Observed names: Bahar Hatipoglu, Bahar Hatipoglu Yilmaz, Bahar Hatipoğlu Yılmqz
Observed institution: Karadeniz Technical University
ORCID: 0000-0002-7055-8945
Observed ORCID: 0000-0002-7055-8945
OpenAlex ID: A5106209044
A novel signal to image transformation and feature level fusion for multimodal emotion recognition
2021 · Bahar Hatipoglu Yilmaz, Cemal Kose · Biomedizinische Technik/Biomedical Engineering · 29
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
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
Gender recognition from face images using PCA and LBP
2015 · Bahar Hatipoglu, Cemal Kose · National Conference on Electrical and Electronics Engineering (ELECO) · 8
A gender recognition system from facial images using SURF based BoW method
2017 · Bahar Hatipoglu, Cemal Kose · International Conference on Computer Science and Engineering (UBMK) · 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
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
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
KTU-MEDAFE: A Newly Developed Multimodal Dataset for Emotion Recognition Using EEG–Speech Decision-Level Fusion
2026 · Bahar Hatipoglu Yilmaz, Betul Mumcu, et al. · Sensors
Deep Emotion Recognition Using Angle—Amplitude Graph Images and EfficientNet-B0 with Evaluation on KTU-MEDAFE and DEAP Datasets
2026 · Busra Ozkellekci, Bahar Hatipoglu Yilmaz · International Conference on Electrical, Computer and Energy Technologies (ICECET)
Unimodal Speech Emotion Recognition with Signal-to-Image Transformation and Deep Learning on the KTU-MEDAFE Dataset
2026 · Betul Mumcu, Bahar Hatipoglu Yilmaz · Cognitive Models and Artificial Intelligence Conference (AICCONF)
EEG Spectrogram-Based Emotion Analysis Insights from the KMED Dataset Using Deep Learning
2025 · Busra Ozkellekci, Bahar Hatipoglu Yilmaz · International Artificial Intelligence and Data Processing Symposium (IDAP)
YOLOv8-Based Approach for Efficient Peak Frame Selection in Facial Expression Analysis
2025 · Umran Bahadir, Bahar Hatipoglu Yilmaz, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP)
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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The Effects of Sensor and Feature Level Fusion Methods in Multimodal Emotion Analysis
2024 · Bahar Hatipoğlu Yılmqz, Cemal Köse · Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi
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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)
Works count: 23
Citation count: 145
H-index: 8
I10-index: 6
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