Aysun Bozanta

According to our database, Aysun Bozanta authored at least 19 papers between 2012 and 2026.

Collaborative distances:

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

2026

AI-based credit card fraud detection: a machine learning approach with model explainability on real-world data.

Elif Zülal Çavdar, Aysun Bozanta

Knowl. Inf. Syst., December, 2026

Time series clustering for grouping products based on price and sales patterns.

Sean Berry, Aysun Bozanta, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayse Basar

Inf. Technol. Manag., March, 2026

2025

How do LLMs perform on Turkish? A multi-faceted multi-prompt evaluation.

Mustafa Burak Topal, Aysun Bozanta, Ayse Basar

Expert Syst. Appl., 2025

Insights into the Generalizability and Robustness of AI-Driven Code Comment Generation: A Replication Study.

Eray Erer, Turgay Aytac, Aysun Bozanta, Ayse Basar

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

A Fully Automated Agent for End-to-End Code Translation and Validation.

Eray Erer, Aysun Bozanta, Turgay Aytac, Ayse Basar

Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2025

Handling Concept Drift in Fraud Detection: A Replication Study.

Mustafa Burak Topal, Aysun Bozanta, Eray Erer, Ayse Basar

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

2023

Prediction of the 2023 Turkish Presidential Election Results Using Social Media Data.

Aysun Bozanta, Fuad Bayrak, Ayse Basar

CoRR, 2023

2022

A deep reinforcement learning approach for the meal delivery problem.

Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Bilgin Kosucu, Ayse Basar

Knowl. Based Syst., 2022

A replication study on implicit feedback recommender systems with application to the data visualization recommendation.

Parisa Lak, Aysun Bozanta, Can Kavaklioglu, Mucahit Cevik, Ayse Basar, Martin Petitclerc, Graham J. Wills

Expert Syst. J. Knowl. Eng., 2022

Courier routing and assignment for food delivery service using reinforcement learning.

Aysun Bozanta, Mucahit Cevik, Can Kavaklioglu, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Alper Duranel, Ayse Basar

Comput. Ind. Eng., 2022

Order dispatching for an ultra-fast delivery service via deep reinforcement learning.

Eray Mert Kavuk, Ayse Tosun, Mucahit Cevik, Aysun Bozanta, Sibel B. Sonuc, Mehmetcan Tutuncu, Bilgin Kosucu, Ayse Basar

Appl. Intell., 2022

2021

Sentiment Analysis of StockTwits Using Transformer Models.

Aysun Bozanta, Sabrina Angco, Mucahit Cevik, Ayse Basar

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Text classification on software requirements specifications using transformer models.

Derya Kici, Aysun Bozanta, Mucahit Cevik, Devang Parikh, Ayse Basar

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

Time series forecasting for patient arrivals in online health services.

Syed Kazmi, Aysun Bozanta, Mucahit Cevik

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

2019

HybRecSys: Content-based contextual hybrid venue recommender system.

Aysun Bozanta, Birgul Kutlu

J. Inf. Sci., 2019

2018

Developing a Contextually Personalized Hybrid Recommender System.

Aysun Bozanta, Birgul Kutlu

Mob. Inf. Syst., 2018

Usage factors of location-based social applications: the case of Foursquare.

Birgul Kutlu, Aysun Bozanta, Mustafa Coskun

Int. J. Web Based Communities, 2018

2016

Effects of serious games on perceived team cohesiveness in a multi-user virtual environment.

Aysun Bozanta, Birgul Kutlu, Nuket Nowlan, Shervin Shirmohammadi

Comput. Hum. Behav., 2016

2012

Multi User Virtual Environments and Serious Games for Team Building.

Aysun Bozanta, Birgul Kutlu, Nuket Nowlan, Shervin Shirmohammadi

Proceedings of the Fourth International Conference on Games and Virtual Worlds for Serious Applications, 2012