Near duplicate detection in relational databases. - Ahmet Tugrul Bayrak; Aykut Inan Yilmaz; Kemal Burak Yilmaz; Remzi Düzagaç; Veri Bilimi; Analitik Bolumu; Olcay Taner Yildiz (SIU, 2018)

A Hybrid Approach to Dynamic Enterprise Data Platform. - Mehmet Selman Sezgin; Ahmet Tugrul Bayrak; Olcay Taner Ytldtz (IEEE BigData, 2019)

Personalized Customer Churn Analysis with Long Short-Term Memory. - Ahmet Tugrul Bayrak; Asmin Alev Aktas; Okan Tunali; Orkun Susuz; Nese Abbak (BigComp, 2021)

Multi-objective evolutionary product bundling: a case study. - Okan Tunali; Ahmet Tugrul Bayrak; Víctor Sánchez-Anguix; Reyhan Aydogan (GECCO Companion, 2021)

A Comparative Study for Employee Churn Prediction. - Musa Berat Bahadir; Ahmet Tugrul Bayrak; Güven Yücetürk; Pinar Ergun (SIU, 2021)

Complaint Detection and Classification of Customer Reviews. - Ahmet Tugrul Bayrak; Bekir Berker Türker; Eray Yildiz; Eyüp Erkan Özbek (SIU, 2021)

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 (BigComp, 2022)

An application of Customer Embedding for Clustering. - Ahmet Tugrul Bayrak (ICDM (Workshops), 2022)

A Session-Based Recommendation Approach with Word Embeddings. - Ahmet Tugrul Bayrak (INISTA, 2022)

Using Word Embedding Methods for Product Recommendation. - Ahmet Tugrul Bayrak; Sultan Ceren Öner; Mustafa Gencer; Onur Sahil Cerit; Anil Oymagil; Dogan Dalva (SIU, 2022)

Using Person Embedding to Enrich Features and Data Augmentation for Classification. - Ahmet Tugrul Bayrak (CoRR, 2022)

Bundle Expending with Customer Embedding: A Case Study. - Ahmet Tugrul Bayrak; Sultan Ceren Öner (ICACI, 2023)

Product Completion with Fuzzy Association Analysis: Recommendation System Application for an Insurance Company. - Sultan Ceren Öner; Melike Demirdag; Ahmet Tugrul Bayrak; Olcay Taner Yildiz (ICECET, 2023)

Point of Sale Fraud Detection Methods via Machine Learning. - Emre Begen; Ismail Utku Sayan; Ahmet Tugrul Bayrak; Olcay Taner Yildiz (INISTA, 2023)

Response Performance Evaluations of ChatGPT Models on Large Language Model Frameworks. - Alper Kaplan; Ismail Utku Sayan; Hüseyin Sahan; Emre Begen; Ahmet Tugrul Bayrak (SIU, 2024)

Anomaly Detection in Stock Market Transactions: A Comparison of Deep Learning Methods. - Sultan Ceren Öner; Hüseyin Sahan; Melike Demirdag; Ahmet Tugrul Bayrak (SIU, 2024)