Davide Carneiro

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 16

Top Topics

Supervised Learning Algorithms

Machine Learning Models

Data Structures And Algorithms

Top Venues

Intelligent Environments (Workshops)

Publications

Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais
Using meta-learning to predict performance metrics in machine learning problems. Expert Syst. J. Knowl. Eng. 40 (1) (2023)
Guilherme Palumbo, Davide Carneiro, Miguel Guimares, Victor Alves, Paulo Novais
Algorithm Recommendation and Performance Prediction Using Meta-Learning. Int. J. Neural Syst. 33 (3) (2023)
Daniel Babo, Carla Pereira, Davide Carneiro
Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview. WorldCIST (2) (2023)
Álvaro Huerta, Arturo Martínez-Rodrigo, Davide Carneiro, Vicente Bertomeu-González, José Joaquín Rieta, Raúl Alcaraz
Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation. IEEE Access 11 (2023)
Davide Carneiro, Pilar Cáceres, Mariana Reimão Carvalho
Preface. IxD&A 53 (2022)
Davide Carneiro, Mariana Carvalho
Teaching Data Structures and Algorithms Through Games. MIS4TEL (Workshops) (2022)
Davide Carneiro, Mariana Carvalho
Using Segmentation to Improve Machine Learning Performance in Human-in-the-Loop Systems. IntelliSys (2) (2022)
Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves
Real-Time Algorithm Recommendation Using Meta-Learning. ISAmI (2022)
Luís Rosa, Miguel Guimarães, Davide Carneiro, Fábio Silva, César Analide
Explainable Decision Tree on Smart Human Mobility. Intelligent Environments (Workshops) (2022)
Davide Carneiro, Miguel Guimarães, Fábio Silva, Paulo Novais
A predictive and user-centric approach to Machine Learning in data streaming scenarios. Neurocomputing 484 (2022)
Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimarães, Mariana Carvalho, Paulo Novais
Continuously Learning from User Feedback. WorldCIST (1) (2022)
Cristóvão Sousa, Daniel Teixeira, Davide Carneiro, Diogo Nunes, Paulo Novais
Knowledge-based decision intelligence in street lighting management. Integr. Comput. Aided Eng. 29 (2) (2022)
Davide Carneiro, Patrícia Veloso, Miguel Guimarães, Joana Baptista, Miguel Sousa
A Conversational Interface for interacting with Machine Learning models. XAILA@ICAIL (2021)
Davide Carneiro, Filipe Oliveira, Paulo Novais
A Data-Locality-Aware Distributed Learning System. ISAmI (2021)
Diogo Ramos, Davide Carneiro, Paulo Novais
Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios. IDC (2021)
Davide Carneiro, António Amaral, Mariana Carvalho
A Soft Context-Aware Traffic Management System for Smart Cities. Intelligent Environments (Workshops) (2020)