BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches. - Deger Ayata; Murat Saraclar; Arzucan Özgür (SemEval@ACL, 2017)

Turkish tweet sentiment analysis with word embedding and machine learning. - Deger Ayata; Murat Saraclar; Arzucan Özgür (SIU, 2017)

Political opinion/sentiment prediction via long short term memory recurrent neural networks on Twitter. - Deger Ayata; Murat Saraclar; Arzucan Özgür (SIU, 2017)

Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders. - Deger Ayata; Yusuf Yaslan; Mustafa E. Kamasak (SIU, 2017)

Comparison of feature selection methods in voice based emotion recognition systems. - Tolga Atalay; Deger Ayata; Yusuf Yaslan (SIU, 2018)

Emotion Based Music Recommendation System Using Wearable Physiological Sensors. - Deger Ayata; Yusuf Yaslan; Mustafa E. Kamasak (IEEE Trans. Consumer Electron., 2018)

Emotion aware artificial intelligence for cognitive systems (Bilişsel sistemler için duygu farkındalıklı yapay zeka) - Deger Ayata (2019)

AI Powered Image Annotation and Object Detection Platform for Workplace Safety. - Deger Ayata; Ugur Horasan (SIU, 2024)

GAN and Diffusion Based Speech Enhancement. - Deger Ayata; Ugur Horasan (SIU, 2024)

Performance Prediction of Surgeon with Eye-Gaze Data for Robot-Assisted-Surgery. - Murat Teksin; Deger Ayata (SIU, 2024)

Müşteri Kaybetme Tahmini (Advanced Customer Churn Prediction Using Machine Learning). - Gizem Yüzer; Zeynep Sena Tinaz; Erva Yurtbas; Deger Ayata (SIU, 2024)