INESC TEC
INESC TEC
INESC TEC
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Davide Rua Carneiro

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/).

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

View all publications

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

See more supervised theses

Information and Contacts

Phone
+351222094398
Email
[email protected]
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