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Davide Carneiro

Has grant

Associate Professor

Polytechnic Institute of Porto

Portugal

Research Interests

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Recent Grants

Grant: Open

Open Date: 2025-10-01

Close Date: 2028-09-29

Grant: Close

Foundational Models for the Portuguese Industrial Domain

Open Date: 2025-01-05

Close Date: 2025-10-28

Grant: Open

S2GAIIA: Specialized and Sustainable Generative AI for Industry Applications

Open Date: 2025-01-01

Close Date: 2028-01-01

Grant: Close

PRIVATEER - Privacy-first security enablers for 6G networks

Open Date: 2023-01-01

Close Date:

Grant: Close

CEDEs - Continuously Evolving Distributed Ensembles

Open Date: 2022-01-01

Close Date: 2024-06-30

Articles (16)

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2025

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2025

Year:

2025

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2023

Year:

2023

Year:

2023

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Collaborators (20)

Diogo Pinto Torres

Investigator

Polytechnic Institute of Porto

PORTUGAL

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Victor Alves

University of Minho

PORTUGAL

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Miguel Guimarães

Invited Assistant Professor

Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

PORTUGAL

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Alicia Saz-Lara

University of Castilla-La Mancha

SPAIN

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Óscar Oliveira

Invited Adjunct Professor

Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

PORTUGAL

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Paulo Novais

Full Professor

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Arturo Martinez-Rodrigo

Profesor Titular de Universidad / Full Professor

University of Castilla-La Mancha

SPAIN

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Alvaro Huerta Herraiz

Assistant Professor

University of Castilla-La Mancha

SPAIN

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Bruno Miguel Lopes e Silva

Professor Assistente Convidado

Instituto Politécnico de Leiria

PORTUGAL

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António Amaral

Professor Adjunto

ISEP/IPP - Instituto Superior de Engenharia do Porto

PORTUGAL

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Lurdes Varregoso Mesquita

Instituto Politécnico de Leiria

PORTUGAL

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José Joaquín Rieta

Full Professor

University of Valencia

SPAIN

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Patrícia Anjos Azevedo

Professora Adjunta Convidada

PORTUGAL

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Iván Cavero-Redondo

University of Castilla-La Mancha

SPAIN

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Luís Barreto

Associate Professor

Instituto Politécnico de Leiria

PORTUGAL

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Vicente Bertomeu-Gonzalez

Head

Bispebjerg Hospital

SPAIN

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Mariana Carvalho

Instituto Politécnico de Leiria

PORTUGAL

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Fábio Silva

Adjunct Professor

Instituto Politécnico de Leiria Escola Superior de Tecnologia e Gestão

PORTUGAL

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João M. Fernandes

Professor

CCG/ZGDV Institute

PORTUGAL

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Francisco J. Duarte

University of Minho

PORTUGAL

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Davide Carneiro

Research Interests

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Recent Grants

Articles (16)

MultiFlow: An Ambient Intelligence Digital Twin

Development of a Non-Invasive Clinical Machine Learning System for Arterial Pulse Wave Velocity Estimation

Reusing ML Models in Dynamic Data Environments: Data Similarity-Based Approach for Efficient MLOps

Digital Justice in the EU: Integration of BPMN and AI into ODR Processes

Reusing Past Machine Learning Models Based on Data Similarity Metrics

ESG Transparency in AI-Driven Value Chains: An Architecture for Monitoring and Reporting Key Indicators

Using Explanations to Estimate the Quality of Computer Vision Models

Predicting Model Training Time to Optimize Distributed Machine Learning Applications

Using meta‐learning to predict performance metrics in machine learning problems

Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation

A predictive and user-centric approach to Machine Learning in data streaming scenarios

A RELEVÂNCIA DO PORTAL BASE, À LUZ DOS PRINCÍPIOS FUNDAMENTAIS DA CONTRATAÇÃO PÚBLICA E DO PROCEDIMENTO DE FORMAÇÃO DOS CONTRATOS PÚBLICOS EM PORTUGAL

Meta‐learning and the new challenges of machine learning

An Anthropocentric and Enhanced Predictive Approach to Smart City Management

Optimization of the grapes reception process

Continuous authentication with a focus on explainability

Collaborators (20)

Diogo Pinto Torres

Victor Alves

Miguel Guimarães

Alicia Saz-Lara

Óscar Oliveira

Paulo Novais

Arturo Martinez-Rodrigo

Alvaro Huerta Herraiz

Bruno Miguel Lopes e Silva

António Amaral

Lurdes Varregoso Mesquita

José Joaquín Rieta

Patrícia Anjos Azevedo

Iván Cavero-Redondo

Luís Barreto

Vicente Bertomeu-Gonzalez

Mariana Carvalho

Fábio Silva

João M. Fernandes

Francisco J. Duarte

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