COMPUTER SCIENCE AND MATHEMATICS
RESEARCH TOPICS and related Subtopics for the PhD in “Computer Science and Mathematics”
Artificial Intelligence and Intelligent Systems (michele.loreti@unicam.it)
- Adaptive control and optimisation
- Adaptation policies
- Collective and adaptive systems
- Knowledge representation and autonomic reasoning
Computing and Mathematics (sonia.linnocente@unicam.it , emanuela.merelli@unicam.it)
- Algebraic and logical aspects of computing)
- Computational Models and Models of Computation
- Formal languages
- Algebraic languages for specific domains
- Model theory
- Methodological aspects of science education
Cybersecurity (michele.loreti@unicam.it)
- Access Control and Resource Usage Policies
- Distributed Ledger Technologies
- Design of Resilient Systems
- Network security
- Intrusion Detection Systems
Data Science and Machine Learning (emanuela.merelli@unicam.it)
- Data driven models of complex systems
- Topology-based data analysis methods
- Data driven system verification
- Optimization and econometric techniques
- Discriminative and generative modelling
Embedded Systems and IoT (leonardo.mostarda@unicam.it)
- Middleware and services
- Communication and networking for wireless and embedded systems
- Specifica, progettazione e analisi, e verifica di sistemi embedded distribuiti
- Wireless Sensor Networks
- Energy efficiency and harvesting
Process Management (barbara.re@unicam.it)
- Continuous improvement of Process Aware Information Systems
- Collaborative and Distributed Business Process Enactment including Blockchain
- Models for Process Intensive Systems
- Process Mining Techniques
- Simulation and Verification of Data-Aware Collaboration Models
Software and Information System Engineering (andrea.polini@unicam.it)
- Engineering of Enterprise Architecture
- Applied Formal Methods and Verification Tools
- Testing and Verification in distributed setting
- Quantitative Analysis and Tools
- Runtime Monitoring and Verification
- Linear and Nonlinear Optimization
- Support Vector Machines
- Optimization Methods in Machine Learning
Machine learning econometrics for business analytics and finance (carlo.lucheroni@unicam.it)
Natural language processing for business analytics and finance (carlo.lucheroni@unicam.it)
Intelligent Civil Engineering (andrea.dallasta@unicam.it)
• Collective and adaptive systems for the analysis of Risk Assessment and Vulnerability
• Predictive models for Structural Health Monitoring
• Mathematical models for Earthquake Engineering
