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Research Interests
The main topic
on which my work focusses is "Reasoning and Decision under Uncertainty".
My activities include theoretical and practical studies, as well as the
investigation of possile applications fields. Below is a list of key words
that characterize the topics of my interest.
Theory
- Reasoning under Uncertainty
Probabilistic Argumentation
Assumption-Based Reasoning
Dempster-Shafer Theory
Theory of Hints
Bayesian Networks
Non-Monotone Logics
- Argumentation
- Knowledge Compilation
- Information Theory
- Formal Verification
- Cryptography
Algorithms
- Join Tree Propagation
- Valuation Networks
- Resolution
- Variable Elimination
- Monte-Carlo Sampling
- Approximation
- Anytime Algorithms
Implementation
Applications
- Model-Based Diagnostics
- System Reliability
- Information Retrieval
- Sensor and Testimony Models
- Public Key Infrastructures (Web of Trust)
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