Deger Ayata

According to our database, Deger Ayata authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Müşteri Kaybetme Tahmini (Advanced Customer Churn Prediction Using Machine Learning).

Gizem Yüzer, Zeynep Sena Tinaz, Erva Yurtbas, Deger Ayata

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Performance Prediction of Surgeon with Eye-Gaze Data for Robot-Assisted-Surgery.

Murat Teksin, Deger Ayata

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

GAN and Diffusion Based Speech Enhancement.

Deger Ayata, Ugur Horasan

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

AI Powered Image Annotation and Object Detection Platform for Workplace Safety.

Deger Ayata, Ugur Horasan

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2019

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

Deger Ayata

PhD thesis, 2019

2018

Emotion Based Music Recommendation System Using Wearable Physiological Sensors.

Deger Ayata, Yusuf Yaslan, Mustafa E. Kamasak

IEEE Trans. Consumer Electron., 2018

Comparison of feature selection methods in voice based emotion recognition systems.

Tolga Atalay, Deger Ayata, Yusuf Yaslan

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Multi channel brain EEG signals based emotional arousal classification with unsupervised feature learning using autoencoders.

Deger Ayata, Yusuf Yaslan, Mustafa E. Kamasak

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Political opinion/sentiment prediction via long short term memory recurrent neural networks on Twitter.

Deger Ayata, Murat Saraclar, Arzucan Özgür

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Turkish tweet sentiment analysis with word embedding and machine learning.

Deger Ayata, Murat Saraclar, Arzucan Özgür

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches.

Deger Ayata, Murat Saraclar, Arzucan Özgür

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017