CIML group addresses the development of new Artificial Intelligence methodologies and the analysis of their computational properties , based on Neural Networks, Deep Learning, Probabilistic models, Probabilistic Learning, Unsupervised Learning, Reservoir Computing, Kernel-based methods, Support Vector Machines, Adaptive processing of structured information, Signal and Image processing, and other Pattern Recognition techniques.
The research is aimed at defining frameworks for the development of intelligent systems and intelligent data analysis tools for learning in structured domains (sequences, trees, graphs) and for the application to innovative interdisciplinary fields.
The application fields include Health and biomedical informatics, BioInformatics, ChemInformatics, Robotics, Intelligent/Adaptive Wireless Sensor Networks, and Signal/Image Processing, Ambient Assisted Living and Human Activity.
CIML group has participated in many EU and Italian funded projects.
