Papers
24
Total Citations
314
H-Index
8
About
Claudiu Pozna is a multidisciplinary researcher whose work spans robotics, artificial intelligence, cognitive modeling, and autonomous systems. With a career marked by consistent innovation, Pozna has made significant contributions to fields ranging from probabilistic modeling to mobile robot navigation and AI education. His most cited work, "New results in modelling derived from Bayesian filtering" (2009, 81 citations), established his credentials in advanced mathematical modeling, while his research into cognition process observation (47 citations) reflects a rare interdisciplinary reach, bridging philosophy, psychology, and computational modeling. In robotics, Pozna has advanced pose estimation algorithms (46 citations) and developed coverage path planning strategies that optimize mobile robot efficiency in real-world environments. Beyond technical research, Pozna has demonstrated a commitment to AI literacy through the EDLRIS project, an internationally oriented initiative to certify teachers and students in AI and robotics. His more recent work explores quaternion-based geometric modeling and self-supervised learning for trajectory planning, highlighting his engagement with cutting-edge methodologies. Collectively accumulating over 250 citations, Pozna's portfolio reflects a researcher who seamlessly connects theoretical foundations with practical robotic applications, making his work highly relevant to both academic researchers and engineers in intelligent systems.
Research Focus
Key Achievements
Top Papers
- 1New results in modelling derived from Bayesian filtering81 citations · 2009
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- 3A novel pose estimation algorithm for robotic navigation46 citations · 2014
- 4EDLRIS: A European Driving License for Robots and Intelligent Systems24 citations · 2021
- 5Robot Coverage Path Planning Based on Iterative Structured Orientation16 citations · 2014
- 6On the Use of Quaternions, in the Translated Reference Frame Formalism13 citations · 2023
- 7Modular Robots Design Concepts and Research Directions11 citations · 2007
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