
Davide Rua Carneiro
Senior Researcher
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/).
Domains
Publications
Reusing ML Models in Dynamic Data Environments: Data Similarity-Based Approach for Efficient MLOps
Peixoto, E;Torres, D;Carneiro, D;Silva, B;Marques, R;
2025
BIG DATA AND COGNITIVE COMPUTING
Fabric Defect Detection and Localization
Oliveira, F;Carneiro, D;Ferreira, H;Guimaraes, M;
2024
ADVANCES IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING, ESAIM 2023
An agent-based architecture for online dispute resolution services
Carneiro, D;
2013
Digital Justice in the EU: Integration of BPMN and AI into ODR Processes
Ribeiro, M;Carneiro, D;Mesquita, L;
2024
Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part I
Supervised Theses
LIME: Optimising the creation of explanations
João Tiago Moreira Pereira
M - 2024
IPP-ESTG
Information Retrieval in the Age of Generative AI: A Human-centered Approach
Miguel Ângelo Machado Guimarães
D - 2024
IPP-ISEP
Leveraging GenAI for Specialized Models in Organizational Contexts
Filipe Vamonde Oliveira
D - 2024
UM-EEUM
Análise do processo de checkout e carrinhos abandonados
Pedro Miguel Carneiro Silva
M - 2024
IPP-ESTG

