Abdullah Gül University Computer Engineering Department Research Areas
Artificial Intelligence Applications
- Machine Learning, Deep Learning
- Bioinformatics, Health Informatics
- Image Classification
- Disease Detection from Gene Expression, Medical Images and Digital Health Data
- Prediction of Proteins' Structural Properties
- Researcher: Zafer Aydın
Bioinformatics and AI in Healthcare
- Multi-omics Data Analysis, Biomarker Discovery for Diseases
- Feature Grouping and Classification Algorithms Based on Scoring
- Hybrid Machine Learning Methods for Coronary Artery Disease Diagnosis
- Antimicrobial Peptide Prediction with Deep Learning
- Microbiome Analysis
- Biological Network Analysis, Graph Theory
- Blockchain Applications for Genomics and Health Services
- Label Propagation Algorithms for Cancer Subtype Determination
- Researcher: Burcu Bakır-Güngör
Image Processing and Optimization
- Multi-Focused and Multi-band Image Fusion
- Machine Learning and Water Management Systems
- Image Classification
- Metaheuristic Optimization Algorithms and Applications
- Researcher: Rifat Kurban
Medical Informatics and Information Analysis
- Computational Drug Repositioning and Discovery
- Health Information Analysis and Data Mining
- Natural Language Processing, Text Mining and Machine Learning
- Graph Theory and Biomedical Relationship Discovery
- Social Media and Big Data Analysis
- Researcher: Gökhan Bakal
Information and Communication Systems
- Next Generation Communication Technologies (5G/6G)
- Internet of Things (IoT)
- Smart Transportation Systems
- Communication Systems for Vehicles
- Digital Twin Technologies
- Network Automation
- Cloud and Edge Computing
- Wireless Sensor Networks
- Researcher: Abdulkadir Köse
Information Security
- Data Privacy and Security
- Secure Computation on Encrypted Data
- Homomorphic Encryption and Its Applications
- Secure Multi-Party Computation
- Single-Server Private Information Retrieval
- Blockchain Applications
- Researcher: Cavidan Yakupoğlu Karaağaç
Privacy Enhancing Technologies
- Data Privacy and Sharing
- Trustworthy Artificial Intelligence
- System Security
- Autonomous Vehicle Security
- Cybersecurity for New Space Systems
- Researcher: Uğur İlker Atmaca
Natural Language Processing
- Artificial Intelligence and Machine Learning
- Computational Linguistics
- Large Language Models
- Data Science
- Researcher: Aslı Eyecioğlu Özmutlu
Edge AI
- Researcher: Khaled Hejja