The School of Computer Science (SoCS) consists of 26 faculty members who have 37 MSc and 35 PhD students under their supervision. SoCS has a long history of conducting interdisciplinary research, as clearly reflected in the emphasis of our interdisciplinary PhD program [1] and collaborative MSc programs. [2]
Faculty Research Areas [3]
Listed below are the main research areas of our graduate faculty. [4]
Artificial Intelligence / Machine Learning
- Information Retrieval and Natural Language Processing
- Uncertainty Management, Bayesian Networks, and Fuzzy Set Theory
- Artificial Neural Networks and Deep Learning Models
- Computer Vision and Image Analysis
- Intelligent Tutorial Systems
- Decision Exploration, Support and Confidence
Cybersecurity
- Intrusion Detection, Cryptography and Crypt-Analysis
- Cyber Threat Intelligence (CTI) and Analytics
- Cyber Threat Hunting (CTH) and Digital Forensics
- Internet of Things (IoT) and Advanced Systems Security
- Malware Analysis and Software Exploitation
- Intrusion Detection
Data Science
- Data Integration and Mining
- Big Data Analysis
- Information Visualization
- Classification and Clustering Analysis
- Privacy Policy Analysis
Human Computer Interaction
- Usability, Accessibility and User Analysis
- Lurker Identification and Ranking
- Interface and Interaction Design
- Sensory Impairment
- Experimental Design
Bioinformatics
- Bimolecular and Biosequence Analysis
- Prediction Algorithms and Time Series Analysis
- Pattern Induction and Recognition
Applied Modelling and Theory
- De Bruijns Sequences, Gray Codes, and Graph Theory
- Intrusion Detection and Cryptography
- Modeling (Spatial, Temporal, Agricultural, Ecological, Health, Music, Disease-spread)
- Internet of Things, Smart City and Smart Transportation
Hardware and Distributed Systems
- Routing and Placement
- Reconfigurable Computing
- Intelligent Mobile Agents
- Design Automation for Embedded Systems
- Hardware and Software Co-design
