İnci Meliha Baytaş
Completed Projects
2021 Spring
Analyses of attacks and solutions in Federated Learning
Students: Alaaddin Furkan Varol
Advisors: İnci Meliha Baytaş
Extracting patient-disease-treatment interactions for a symptom checker application
Students: Emre Hoşer
Advisors: İnci Meliha Baytaş
Federated learning for medical research
Students: Buse Kabakoğlu, Barış Başmak
Advisors: İnci Meliha Baytaş
Time series analysis of polysomnography by using deep learning
Students: Ufuk Karagöz
Advisors: İnci Meliha Baytaş
2021 Fall
Robust training with generative perturbations
Students: Tolga Kerimoğlu, Ege Onur Tağa
Advisors: İnci Meliha Baytaş
2020 Spring
Adversarial Attacks on Time Series Data
Students: Afra Akbaş, Ceren Tahtasız
Advisors: İnci Meliha Baytaş
An Approach for Reducing Return Rates for Clothing E-Commerce through Customized Size Recommendations
Students: Ahmet Yavuz Demir, Yunus Ege Saygılı
Advisors: Suzan Üsküdarlı, İnci Meliha Baytaş
Deep Learning Techniques for Stock Price Prediction
Students: Efe Önal, Barış Zöngür
Advisors: İnci Meliha Baytaş
Rare Disease Detection with Meta-Learning
Students: Burak Çuhadar, Özgür Solak
Advisors: İnci Meliha Baytaş
User Segmentation and Propensity Score Matching Using Clickstream Data
Students: Hatice Melike Ecevit, Merve İlik
Advisors: İnci Meliha Baytaş