INESC TEC
INESC TEC
INESC TEC
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Davide Rua Carneiro

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

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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

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