
Davide Rua Carneiro
Davide Carneiro is a Coordinator Professor at the School of Management and Technology, of the Polytechnic Institute of Porto. He is also an integrated researcher at INESC TEC . He holds a PhD from a joint Doctoral Programme in Computer Science of three top Portuguese Universities (MAP-i Programme – Minho, Aveiro and Porto). He develops scientific research in the field of Artificial Intelligence, touching topics such as Machine Learning (including distributed and streaming Machine Learning), Meta-Learning and AI Ethics. The application areas of his research include Healthcare and Wellbeing, Online Conflict Resolution and Fraud Detection.
In the past, Davide has coordinated or participated in several national and international funded research projects in these fields. He was the scientific coordinator of the NEURAT project (NORTE-01-0247-FEDER-039900) and is the institutional coordinator of the EU-funded EJUST ODR Scheme project (JUST-2021-EJUSTICE, 101046468). He is also the Principal Investigator of the FCT-funded projects CEDEs (EXPL/CCI- COM/0706/2021) and xAIDMLS (CPCA-IAC/AV/475278/2022). He is also currently participating in the EU-funded FACILITATE-AI and PRIVATEER projects.
He is the author of more than 150 publications in his fields of interest, including one authored book, four edited books, and over one 140 book chapters, journal papers and conference and workshop papers.
He is also the co-founder of AnyBrain, a Portuguese startup in the field of Human Computer Interaction. The company develops software for fatigue detection in office environments (https://performetric.net/), performance assessment in eSports (https://performetric.gg/), and user identification and cheat detection (https://anybrain.gg/).
Projects
CircThread
CircThread’s main objective is to unlock access to product data between stakeholders that is now in silos and utilise it for improved circularity decision-making across the extended product life cycle. The CircThread or Circular Digital Thread project vision is to deliver a digital platform acting as an ‘information broker’ in a marketplace, where individual products will gain a digital identity with links to information in a publicly accessible ‘’catalogue’’, that can be easily requested and exchanged. The catalogue linked to the CircThread cloud ecosystem and physical product tags, will enable mobile and desktop-based access for tracing, retrieving and adding information on-site. CircThread will thereby enable capture, link to, combine, and share both data and decision information for circularity as part of a collaborative information infrastructure, providing a Circular Product Chain of Custody.
ReSChape
The EU-funded ReSChape project will analyse social, economic, and environmental changes and disruptions and evaluate their impact on supply chains. New supply chain models will be proposed, aiming towards a more streamlined supply chain process to assure humans (workers, consumers and in general citizens) to be at the centre of the business also thanks to new digital technologies. It will be studied how to assure a positive social impact and innovative policy scenarios will be developed with recommendations to support the future supply chains.
Publications
Supervised and unsupervised techniques in textile quality inspections
Ferreira, HM;Carneiro, DR;Guimaraes, MA;Oliveira, FV;
2024
5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023
Dynamic Management of Distributed Machine Learning Projects
Oliveira, F;Alves, A;Moço, H;Monteiro, JP;Oliveira, O;Carneiro, D;Novais, P;
2022
Intelligent Distributed Computing XV, 15th International Symposium on Intelligent Distributed Computing, IDC 2022, Virtual Event / Bremen, Germany, 14-15 September 2022.
Explainable Decision Tree on Smart Human Mobility
Rosa, L;Guimarães, M;Carneiro, D;Silva, F;Analide, C;
2022
Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022.
Behavior analysis environments e-learning
Gonçalves, S;Carneiro, D;Fdez-Riverola, F;Novais, P;
2015
EDMETIC