Interactions between Control Theory and Machine Learning (InterCoML)
This Action will exploit the deep interconnections between Control Theory (CT) and Machine Learning (ML). It will boost applications of tools from CT to ML and vice versa, and explore the great applicative potential that can be released by combining these two rapidly evolving research areas. In particular, it aims to(i) strengthen the control-theoretical foundations […]
Identity Attributes Matrix Initiative (IAMI) Project
Identity Attributes Matrix Initiative The Identity and Access Management Integration (IAMI) system is an initiative aimed at enhancing the capabilities of European Union Law Enforcement Agencies (LEAs) and security/intelligence agencies in combating terrorism and ensuring national security. IAMI project leverages AI-powered technologies to improve biometric and non-biometric identity identification and resolution while adhering to […]
Advanced Bayesian methods for estimation of atmospheric pollutant sources
Quantification of sources of atmospheric pollutants is crucial for regulatory purposes as well as for atmospheric science in general. Due to many physical limitations in observation and modeling, the existing methodologies have many simplifying assumptions, e.g. linear observation model or uncorrelated emission values, which cause inevitable bias in pollutant estimates. We propose to analyze and […]
Dynamic distributed decision making: role of uncertainty
The aim of the project is to promote understanding of complex interactions and the dynamics of decision making (DM) under complexity and uncertainty. The theory under consideration should be applicable to dynamic DM and interaction within a flat structure without any coordination. It will support modelling a living agent acting within a complex network of […]
Strategy AV21
The program “AI: Artificial Intelligence for Science and Society” supports research and development in the area of general AI and ML methods as well as their application in a wide range of fields. UTIA is responsible for research topics related to the deployment of artificial intelligence tools in technical, economic and humanities fields. Find out […]