| 2026 | ICCSA | Lightweight Transformer-Based Event Embeddings with Log-Frequency Session Weighting for Purchase Prediction in E-Commerce Clickstream Data. | Deniz Guzelcay, Sefa ayir, Konuralp Bol, Halil Ibrahim Simsek, Onur Cilgin, Mehmet S. Aktas |
| 2026 | ICCSA | Temporal Decay Functions for Clickstream Session Representation: A Comparative Analysis of Linear and Exponential Weighting Strategies. | Deniz Guzelcay, Osman Hayek, Ali Haydar Sariaydin, Halil Ibrahim Simsek, Onur Cilgin, Mehmet S. Aktas |
| 2026 | ICCSA | A Generative and Cluster-Aware Multi-model Architecture for Detecting Heterogeneous Fraud in Imbalanced Transaction Data. | Berat Can Karakas, Hakan Hakvar, Ogulcan Syler, Sevval Trkyilmaz, Ilgin Safak, Tolga Durdu, Emin Anarim, Mehmet S. Aktas |
| 2025 | ICCSA | Whisper, Translate, Speak, Sync: Video Translation for Multilingual Video Conferencing Using Generative AI. | Amirkia Rafiei Oskooei, Eren Caglar, Ibrahim Sahin, Ayse Kayabay, Mehmet S. Aktas |
| 2025 | ICCSA | Facial Stress and Fatigue Recognition via Emotion Weighting: A Deep Learning Approach. | Amirkia Rafiei Oskooei, Eren Caglar, Sehmus Yakut, Yusuf Taha Tuten, Mehmet S. Aktas |
| 2025 | ICCSA | Repository-Level Code Understanding by LLMs via Hierarchical Summarization: Improving Code Search and Bug Localization. | Amirkia Rafiei Oskooei, Selcan Yukcu, Mehmet Cevheri Bozoglan, Mehmet S. Aktas |
| 2025 | ICCSA | Aging-Based Weighting for Session Classification in User Behavior Analysis. | Nail Tasgetiren, Ilgin Safak, Mehmet S. Aktas |
| 2024 | ICCSA | On the Use of Predictive Deep Learning Approaches in the Frequency and Uniqueness-Based Representation of Sequential Browsing Events. | Hakan Hakvar, Cansu Cavuldak, Ogulcan Syler, Yusuf Subasi, Yildiz Karadayi, Ilgin Safak, Nail Tasgetiren, Mehmet S. Aktas |
| 2024 | ICCSA | Can One Model Fit All? An Exploration of Wav2Lip's Lip-Syncing Generalizability Across Culturally Distinct Languages. | Amirkia Rafiei Oskooei, Ezgi Yahsi, Mehmet Sungur, Mehmet S. Aktas |
| 2023 | ICCSA | An Approach to Decentralized Hybrid Question Answering Systems. | Dilan Bakir, Mehmet S. Aktas |
| 2023 | ICCSA | Real-Time Anomaly Detection Business Process for Industrial Equipment Using Internet of Things and Unsupervised Machine Learning Algorithms. | Emrullah Gultekin, Mehmet S. Aktas |
| 2022 | ICCSA | Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site. | Tahir Enes Adak, Yunus Sahin, Mounes Zaval, Mehmet S. Aktas |
| 2022 | ICCSA | A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods. | Dilan Bakir, Mehmet S. Aktas |
| 2022 | ICCSA | Mobile Prefetching and Web Prefetching: A Systematic Literature Review. | Tolga Byktanir, Mehmet S. Aktas |
| 2022 | ICCSA | An Approach to Business Workflow Software Architectures: A Case Study for Bank Account Transaction Type Prediction. | Fatma Gizem alli, agdas Ayyildiz, Berke Kaan Aikgz, Mehmet S. Aktas |
| 2022 | ICCSA | A Novel Sequential Pattern Mining Algorithm for Large Scale Data Sequences. | Ali Burak Can, Meryem Uzun-Per, Mehmet S. Aktas |
| 2022 | ICCSA | Misinformation Detection in Social Networks: A Systematic Literature Review. | Zafer Duzen, Mirela Riveni, Mehmet S. Aktas |
| 2022 | ICCSA | Systematic Literature Review on Data Provenance in Internet of Things. | Emrullah Gultekin, Mehmet S. Aktas |
| 2022 | ICCSA | On the Machine Learning Based Business Workflows Extracting Knowledge from Large Scale Graph Data. | Mert Musaoglu, Merve Bekler, Hseyin Budak, Celal Akelik, Mehmet S. Aktas |
| 2022 | ICCSA | Mining Web User Behavior: A Systematic Mapping Study. | Nail Tasgetiren, Mehmet S. Aktas |
| 2022 | ICCSA | A Systematic Literature Review on Numerical Weather Prediction Models and Provenance Data. | Alper Tufek, Mehmet S. Aktas |
| 2022 | ICCSA | A Novel Approach to Recommendation System Business Workflows: A Case Study for Book E-Commerce Websites. | Mounes Zaval, Said Orfan Haidari, Pinar Kosan, Mehmet S. Aktas |
| 2021 | ICCSA | A Novel Approach to Test Case Prioritization for Software Regression Tests. | Tulin Boyar, Mert Oz, Ekin Oncu, Mehmet S. Aktas |
| 2021 | ICCSA | Price Forecasting with Deep Learning in Business to Consumer Markets. | Emre Egriboz, Mehmet S. Aktas |
| 2021 | ICCSA | A Novel Distributed Software Architecture for Managing Customer Behavior Data: A Case Study in Banking Sector. | zer Batu Kargili, Ahmet Okan Arik, Merve Bekler, Osman Uygar Kse, Mehmet S. Aktas |
| 2021 | INISTA | An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry. | Meryem Uzun-Per, Ahmet Volkan Grel, Ali Burak Can, Mehmet S. Aktas |
| 2020 | EuroPar | On the Provenance Extraction Techniques from Large Scale Log Files: A Case Study for the Numerical Weather Prediction Models. | Alper Tufek, Mehmet S. Aktas |
| 2020 | FedCSIS | On the Community Discovery Methods for Complex Networks: A Case Study. | Kirubel W. Afrassa, Genco Cosgun, Ulku F. Gursoy, Enes M. Yildiz, Mehmet S. Aktas |
| 2020 | ICCSA | Human Factor on Software Quality: A Systematic Literature Review. | Elin Gveyi, Mehmet S. Aktas, Oya Kalipsiz |
| 2017 | ICCSA | Implementation of Analytical Hierarchy Process in Detecting Structural Code Clones. | Mehmet S. Aktas, Mustafa Kapdan |
| 2016 | INISTA | An approach to hybrid personalized recommender systems. | Zafer Duzen, Mehmet S. Aktas |
| 2015 | ICCSA | Mobile Application Verification: A Systematic Mapping Study. | Mehmet Sahinoglu, Koray Inki, Mehmet S. Aktas |
| 2014 | ICCSA | On the Structural Code Clone Detection Problem: A Survey and Software Metric Based Approach. | Mustafa Kapdan, Mehmet S. Aktas, Melike Yigit |
| 2011 | SEKE | A Composite Project Effort Estimation Approach in an Enterprise Software Development Project. | Cagatay Catal, Mehmet S. Aktas |
| 2005 | PPAM | Grids for Real Time Data Applications. | Geoffrey C. Fox, Mehmet S. Aktas, Galip Aydin, Hasan Bulut, Harshawardhan Gadgil, Sangyoon Oh, Shrideep Pallickara, Marlon E. Pierce, Ahmet Sayar, Gang Zhai |
| 2004 | KDD | Using Hyperlink Features to Personalize Web Search. | Mehmet S. Aktas, Mehmet A. Nacar, Filippo Menczer |