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Green Artificial Intelligence – GrAI
In recent years, artificial intelligence (AI) has become increasingly intertwined with our daily lives. However, AI such as that currently supported by most major players in the industry like GAFAM, is decentralized to servers. Since the electricity consumption of Internet infrastructures represents
Stattistics, computation and Artificial Intelligence – SCAI
The key factor for the recent boom in AI is the emergence of deep learning (DL). The successes of these methods - in particular, for supervised learning- are amazing. But the limits and some of the downsides of DL have been identified. It is well acknowledged that the current DL algorithms are “dat
Intelligent handling of imperfect data – INTENDED
Our starting point will be the ontology-based data access (OBDA) approach, which employs semantic knowledge and automated reasoning to bridging the gap between users’ information needs and how the relevant data is actually stored. While OBDA systems are growing in maturity, they too often fail to ad
Analogue Intelligent chip for short and middle range Radar signal processing – AIR
The AIR project targets at a reconfigurable and programmable integrated circuit based on analogue neural network for analysis of the short and middle range radar (24GHz/60GHz) system for new applications in remote and privacy-preserving monitoring of vital signs (heartbeat, respiration). The project
Event Driven Artificial Intelligence Hardware for Biomedical Sensors – JEDAI
Wireless biomedical sensors should dramatically reduce the costs and risks associated with personal health care, while being more and more exploited by telemedicine and efficient e-health systems. However, because of the large power consumption of continuous wireless transmission, the battery life o
Enabling dynamic and Intelligent workflows in the future EuroHPCecosystem – eFlows4HPC
The methodologies currently available for developing workflows : a) do not meet the demands of increasingly complex applications, which require new methodologies that support HPC simulations or modeling, data analysis and machine learning in a holistic workflow. b) are unable to make the most of t
Cooperation between Driver and Intelligent Automated Vehicle – CoCoVeIA
The challenges for automating vehicles in situations other than lane keeping and interdistance regulation require that systems be upgraded to have the necessary skills to control the vehicle in complex cases such as crossroads or roundabouts. But how to make sure that the developments do not last fo
ARTificial Intelligence-based Cloud network control – ARTIC
Communication networks are being impacted by three major trends: (i) the cloudification, cloud IP traffic will become in the next years the most part of Internet traffic; (ii) the consolidation of IP video as dominant application, thanks to the growth of live streaming and virtual-augmented reality;
Flexible and Intelligent Transportation Systems – FITS
The project FITS aims at proposing novel mathematical models and solution approaches in order to develop intelligent tools to help optimizing the delivery of services (such as care or maintenance deliveries) to customers located potentially at home. Service providers have human resources (possibly o
