Mariusz Rybnik

Mariusz Rybnik is a Lecturer at the Institute of Informatics, University of Bialystok. He holds an MSc in fuzzy c-means classification from Bialystok University of Technology and a PhD in task decomposition and Artificial Neural Networks from Paris XII Val-de-Marne University. His research focuses on cognitive modeling, music information processing, biometric systems, and embedded safety technologies. He contributes to projects like Religion, Ideology & Prosociality, implementing computational models to study secularizing societies.

Education:

• MSc: Fuzzy C-Means Classification (Bialystok University of Technology)
• PhD: Task Decomposition & Artificial Neural Networks (Paris XII Val-de-Marne University)

Research Interests:

• Artificial Intelligence & Machine Learning applications
• Cognitive modeling and agent-based simulations
• Biometric authentication systems (e.g., keystroke dynamics, face recognition)
• Music information retrieval and harmonization models
• Embedded systems for automotive safety (eCall, accident detection)

Projects & Contributions:

• Lead developer for computational models in the Religion, Ideology & Prosociality project
• Advances in eCall systems for vehicle safety and emergency response
• Innovations in fusion of biometric traits for security initiatives

Advising & Grants: No formal advisees listed; active in collaborative research projects.

Labs/Teams: Affiliated with the Institute of Informatics' research groups in AI and embedded systems.