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Discrete Graphical Model Learning and Solving using Data Mining And Deep Learning – GMLaS
Recent years have seen significant progress in machine learning (ML) and data mining (DM), making these technologies indispensable across a wide range of application areas. Constraint reasoning and optimization are fields that could greatly benefit from the integration of ML/DM. Constraint programmi
Non-conventional, intelligent, on-board radar imaging for postural analysis – SmartGaitLab
One of the major societal challenges facing the world between now and 2040 is the exponential ageing of the population [1]. In view of this public health problem, it is becoming essential to develop new technologies for early detection and to accompany them with a prevention plan, to keep elderly pe
AI for dynamic water resource management – AIqua
Climate change is profoundly altering the way in which hydrosystems function, leading to a gradual scarcity of water resources in summer and, in some areas, an increase in winter. This context calls into question current models for managing these resources, which are designed for situations of abund
Swarm intelligence for navigating disordered flows using chemical signals – SWARMER
When a weakly diffusive chemical substance is transported through a turbulent or a porous medium, the resulting concentration field is characterised by a structure made of filaments stretched and folded by the flow. Many organisms have to navigate this complex landscape to find their way to the emit
Creative Writing and Dynamic Analysis of Writers' Manuscripts – CreaLAME
Cré@lame proposes a study of creative writing from the point of view of genetic operations and writing processes, their psycholinguistic dimension and the ergonomics of creativity. The hypothesis is that these operations can be modelled and analysed in the practice of a heritage writer, whose writin
Assessing Patient-Explanted Stents and Novel Lab-Developed Alloys Towards Comprehensive Database for Next-Generation Cardiovascular Stenting – APEX-STENT
Cardiovascular diseases (CVD) are responsible for 32% of all global mortalities. Percutaneous Coronary Intervention (PCI), which employs stents—mainly composed of CoCr alloys and stainless steels—to maintain arterial openness, faces challenges due to the allergenic properties of Nickel and the poten
INTELLIGENT PRONOSTIC AND DIAGNOSTIC TOOLS FOR OPERATIONAL PHOTOVOLTAIC PLANT – DIA-SOLAIRE
The DIA-SOLAIRE project aims to develop integrated diagnostic and prognostic approaches for existing and future photovoltaic (PV) power plants. These approaches will be hybrid, integrating both physical models and models based on experimental data, while exploring the potential of statistical and ma
AI-Assisted Exchange and Development Therapy for Autism – TEDIA
Autism spectrum disorders (ASD) are a diverse group of neurodevelopmental conditions, characterized by difficulties in social interaction and communication, which affect 1 in 100 children worldwide. Exchange and development therapy (EDT) was developed to rehabilitate those skills in young children.
Epidemiological and Clinical Observatory of Children and Adolescents Epidemiology and Clinical Psychiatry of the Child and AdolescEpidemiological and Clinical Observatory of Children and Adolescents: Psychiatry, Disability – EOLE
Mental and psychosocial disorders, disability issues, and child welfare are major challenges in the pediatric population, involving significant diagnostic, therapeutic, educational, institutional, social, economic, and political stakes. Currently, there is a lack of robust and systematic epidemiolog
Verified Foundations of Large-Scale Distributed Graph Systems – VERDI
Traditional relational data management systems are challenged by the abundance of highly interconnected heterogeneous data. This led to a surge in the popularity of graph databases in many industry and academic areas. For example, graph datasets with world-wide multi-omics data for genomic analyses
