Ahmet Tugrul Bayrak

According to our database, Ahmet Tugrul Bayrak authored at least 15 papers between 2018 and 2024.

Collaborative distances:

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

2024

Anomaly Detection in Stock Market Transactions: A Comparison of Deep Learning Methods.

Sultan Ceren Öner, Hüseyin Sahan, Melike Demirdag, Ahmet Tugrul Bayrak

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

Response Performance Evaluations of ChatGPT Models on Large Language Model Frameworks.

Alper Kaplan, Ismail Utku Sayan, Hüseyin Sahan, Emre Begen, Ahmet Tugrul Bayrak

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

2023

Point of Sale Fraud Detection Methods via Machine Learning.

Emre Begen, Ismail Utku Sayan, Ahmet Tugrul Bayrak, Olcay Taner Yildiz

Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Bundle Expending with Customer Embedding: A Case Study.

Ahmet Tugrul Bayrak, Sultan Ceren Öner

Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023

2022

Using Person Embedding to Enrich Features and Data Augmentation for Classification.

Ahmet Tugrul Bayrak

CoRR, 2022

Using Word Embedding Methods for Product Recommendation.

Ahmet Tugrul Bayrak, Sultan Ceren Öner, Mustafa Gencer, Onur Sahil Cerit, Anil Oymagil, Dogan Dalva

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Session-Based Recommendation Approach with Word Embeddings.

Ahmet Tugrul Bayrak

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

An application of Customer Embedding for Clustering.

Ahmet Tugrul Bayrak

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Comparative Methods for Personalized Customer Churn Prediction with Sequential Data.

Ahmet Tugrul Bayrak, Güven Yücetürk, Musa Berat Bahadir, Sare Melek Yalçinkaya, Melike Demirdag, Ismail Utku Sayan

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2022

2021

Complaint Detection and Classification of Customer Reviews.

Ahmet Tugrul Bayrak, Bekir Berker Türker, Eray Yildiz, Eyüp Erkan Özbek

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

A Comparative Study for Employee Churn Prediction.

Musa Berat Bahadir, Ahmet Tugrul Bayrak, Güven Yücetürk, Pinar Ergun

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Multi-objective evolutionary product bundling: a case study.

Okan Tunali, Ahmet Tugrul Bayrak, Víctor Sánchez-Anguix, Reyhan Aydogan

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Personalized Customer Churn Analysis with Long Short-Term Memory.

Ahmet Tugrul Bayrak, Asmin Alev Aktas, Okan Tunali, Orkun Susuz, Nese Abbak

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2019

A Hybrid Approach to Dynamic Enterprise Data Platform.

Mehmet Selman Sezgin, Ahmet Tugrul Bayrak, Olcay Taner Ytldtz

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Near duplicate detection in relational databases.

Ahmet Tugrul Bayrak, Aykut Inan Yilmaz, Kemal Burak Yilmaz, Remzi Düzagaç, Veri Bilimi, Analitik Bolumu, Olcay Taner Yildiz

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