Ahmet Tugrul Bayrak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Fraud Detection

Enterprise Data

Top Venues

Publications

Sultan Ceren Öner, Hüseyin Sahan, Melike Demirdag, Ahmet Tugrul Bayrak
Anomaly Detection in Stock Market Transactions: A Comparison of Deep Learning Methods. SIU (2024)
Alper Kaplan, Ismail Utku Sayan, Hüseyin Sahan, Emre Begen, Ahmet Tugrul Bayrak
Response Performance Evaluations of ChatGPT Models on Large Language Model Frameworks. SIU (2024)
Ahmet Tugrul Bayrak, Sultan Ceren Öner
Bundle Expending with Customer Embedding: A Case Study. ICACI (2023)
Emre Begen, Ismail Utku Sayan, Ahmet Tugrul Bayrak, Olcay Taner Yildiz
Point of Sale Fraud Detection Methods via Machine Learning. INISTA (2023)
Ahmet Tugrul Bayrak
A Session-Based Recommendation Approach with Word Embeddings. INISTA (2022)
Ahmet Tugrul Bayrak
An application of Customer Embedding for Clustering. ICDM (Workshops) (2022)
Ahmet Tugrul Bayrak, Güven Yücetürk, Musa Berat Bahadir, Sare Melek Yalçinkaya, Melike Demirdag, Ismail Utku Sayan
Comparative Methods for Personalized Customer Churn Prediction with Sequential Data. BigComp (2022)
Ahmet Tugrul Bayrak
Using Person Embedding to Enrich Features and Data Augmentation for Classification. CoRR (2022)
Ahmet Tugrul Bayrak, Sultan Ceren Öner, Mustafa Gencer, Onur Sahil Cerit, Anil Oymagil, Dogan Dalva
Using Word Embedding Methods for Product Recommendation. SIU (2022)
Musa Berat Bahadir, Ahmet Tugrul Bayrak, Güven Yücetürk, Pinar Ergun
A Comparative Study for Employee Churn Prediction. SIU (2021)
Ahmet Tugrul Bayrak, Asmin Alev Aktas, Okan Tunali, Orkun Susuz, Nese Abbak
Personalized Customer Churn Analysis with Long Short-Term Memory. BigComp (2021)
Ahmet Tugrul Bayrak, Bekir Berker Türker, Eray Yildiz, Eyüp Erkan Özbek
Complaint Detection and Classification of Customer Reviews. SIU (2021)
Okan Tunali, Ahmet Tugrul Bayrak, Víctor Sánchez-Anguix, Reyhan Aydogan
Multi-objective evolutionary product bundling: a case study. GECCO Companion (2021)
Mehmet Selman Sezgin, Ahmet Tugrul Bayrak, Olcay Taner Ytldtz
A Hybrid Approach to Dynamic Enterprise Data Platform. IEEE BigData (2019)
Ahmet Tugrul Bayrak, Aykut Inan Yilmaz, Kemal Burak Yilmaz, Remzi Düzagaç, Veri Bilimi, Analitik Bolumu, Olcay Taner Yildiz
Near duplicate detection in relational databases. SIU (2018)