Christian Napoli
Biography
Christian Napoli is Associate Professor with the Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, since 2019, as well as Scientific Director and co-founder (2015) of the International School of Advanced and Applied Computing (ISAAC).
He received the B.Sc. degree in Physics from the Department of Physics and Astronomy, University of Catania, in 2010, where he also got the M.Sc. degree in Astrophysics in 2012 and the Ph.D. in Computer Science in 2016 at the Department of Mathematics and Computer Science, he obtained the National Scientific Abilitation as associate professor in Computer Engineering (2017) and computer science (2019).
Christian Napoli has been Research Associate with the Department of Mathematics and Computer Science, University of Catania, from 2018 to 2019, while, previously, Research Fellow and Adjunct Professor with the same department from 2015 to 2018. He has been a Student Research Fellow with the Department of Electrical, Electronics, and Informatics Engineering, University of Catania, from 2009 to 2016, a collaborator of the Astrophysical Observatory of Catania and the National Institute for Nuclear Physics, since 2010.
He has been several time Invited Professor at the Silesian University of Technology, Visiting Academic at the New York University, and responsible of more than 25 institutional topics from 2011 until now for Undegraduate, Graduate and PhD students in Computer Science, Computer Engineering and Electronics Engineering. His teaching activity focused on Artificial Intelligence, Neural Networks, Machine Learning, Computing Systems, Computer Architectures, Distributed Systems, and High Performance Computing.
He is involved in several international research projects, serves as reviewer and member of the board program committee for major international journals and international conferences.
His current research interests include neural networks, artificial intelligence, computational models, and high performance computing.
Research interest
| Feature Extraction | Data analysis, noise reduction, time-frequency analysis, multivariate decomposition |
| Neural Networks | Neural architectures, modeling, decision support, classification, predictive analytics |
| Artificial Intelligence | Machine learning, dynamical systems simulations, feature analysis |
| High Performances | High Performance Computing, GPU computing, Cloud Computing, Distributed Systems |
| Human Interactions | Human-Computer Interaction, cognitive analysis, brain and neural models |
keywords
Action and Activity Recognition
Analysis and Modelling of Metabolic Systems
Anticipation and Forecasting
Artificial Intelligence and Robotics
Attention
Auditory Perception
Big Data
Cognitive Human-Robot Interaction
Data Science
High Performance Computing
Human-Robot Interaction
Hybrid Systems
Modeling
Multi-core Programming
Neural Networks and Support Vector Machines
Parallel and Distributed Computing Platforms
Pattern Recognition
Robot Perception
Social Networks
Social Robotics
Vision-based Control
Analysis and Modelling of Metabolic Systems
Anticipation and Forecasting
Artificial Intelligence and Robotics
Attention
Auditory Perception
Big Data
Cognitive Human-Robot Interaction
Data Science
High Performance Computing
Human-Robot Interaction
Hybrid Systems
Modeling
Multi-core Programming
Neural Networks and Support Vector Machines
Parallel and Distributed Computing Platforms
Pattern Recognition
Robot Perception
Social Networks
Social Robotics
Vision-based Control
Membro di
Awards
Ultime pubblicazioni
| Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study on FRONTIERS IN HUMAN NEUROSCIENCE | 2024 |
| Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches on DIAGNOSTICS | 2024 |
| Cross-Domain machine learning approaches using hyperspectral imaging for plastics litter detection on 2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS) | 2024 |
| Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers on CEUR Workshop Proceedings | 2024 |
| GAS TURBINE VIBRATION MONITORING BASED ON REAL DATA AND NEURO-FUZZY SYSTEM on DIAGNOSTYKA | 2024 |
| Learning visual stimulus-evoked EEG manifold for neural image classification on NEUROCOMPUTING | 2024 |
| Real-Time Synchronisation of Multiple Fractional-Order Chaotic Systems: An Application Study in Secure Communication on FRACTAL AND FRACTIONAL | 2024 |