Deger Ayata

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Sentiment Analysis

Linear Discriminant Classifier

Image Annotation

Long Short Term Memory

Top Venues

IEEE Trans. Consumer Electron.

Publications

Deger Ayata, Ugur Horasan
GAN and Diffusion Based Speech Enhancement. SIU (2024)
Deger Ayata, Ugur Horasan
AI Powered Image Annotation and Object Detection Platform for Workplace Safety. SIU (2024)
Murat Teksin, Deger Ayata
Performance Prediction of Surgeon with Eye-Gaze Data for Robot-Assisted-Surgery. SIU (2024)
Gizem Yüzer, Zeynep Sena Tinaz, Erva Yurtbas, Deger Ayata
Müşteri Kaybetme Tahmini (Advanced Customer Churn Prediction Using Machine Learning). SIU (2024)
Tolga Atalay, Deger Ayata, Yusuf Yaslan
Comparison of feature selection methods in voice based emotion recognition systems. SIU (2018)
Deger Ayata, Yusuf Yaslan, Mustafa E. Kamasak
Emotion Based Music Recommendation System Using Wearable Physiological Sensors. IEEE Trans. Consumer Electron. 64 (2) (2018)
Deger Ayata, Murat Saraclar, Arzucan Özgür
Political opinion/sentiment prediction via long short term memory recurrent neural networks on Twitter. SIU (2017)
Deger Ayata, Murat Saraclar, Arzucan Özgür
Turkish tweet sentiment analysis with word embedding and machine learning. SIU (2017)
Deger Ayata, Murat Saraclar, Arzucan Özgür
BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches. SemEval@ACL (2017)
Deger Ayata, Yusuf Yaslan, Mustafa E. Kamasak
Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders. SIU (2017)