Miguel Guimarães

16 papers B 1C 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Green Side of the Lua.
CoRR
André Brandão, Diogo Matos, Miguel Guimarães, Simão Cunha, João Saraiva
2025 — conf
A Human-Centric Architecture for Natural Interaction with Organizational Systems.
FICC (1)
Miguel Guimarães, Davide Carneiro, Lucas Soares, Miguel Ribeiro, Gilberto Loureiro
2024 J jnl
Block size, parallelism and predictive performance: finding the sweet spot in distributed learning.
Int. J. Parallel Emergent Distributed Syst.
Filipe Oliveira, Davide Carneiro, Miguel Guimarães, Óscar Oliveira, Paulo Novais
2023 J jnl
A multiple criteria approach for building a pandemic impact assessment composite indicator: The case of COVID-19 in Portugal.
Eur. J. Oper. Res.
José Rui Figueira, Henrique M. Oliveira, Ana Paula Serro, Rogério Colaço, Filipe Froes, Carlos Robalo Cordeiro, António Diniz, Miguel Guimarães
2023 J jnl
Algorithm Recommendation and Performance Prediction Using Meta-Learning.
Int. J. Neural Syst.
Guilherme Palumbo, Davide Carneiro, Miguel Guimarães, Victor Alves, Paulo Novais
2023 — conf
The Impact of Data Selection Strategies on Distributed Model Performance.
ISAmI
Miguel Guimarães, Filipe Oliveira, Davide Carneiro, Paulo Novais
2023 J jnl
Using meta-learning to predict performance metrics in machine learning problems.
Expert Syst. J. Knowl. Eng.
Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais
2022 J jnl
A predictive and user-centric approach to Machine Learning in data streaming scenarios.
Neurocomputing
Davide Carneiro, Miguel Guimarães, Fábio Silva, Paulo Novais
2022 — conf
Continuously Learning from User Feedback.
WorldCIST (1)
Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimarães, Mariana Carvalho, Paulo Novais
2022 B conf
Explainable Decision Tree on Smart Human Mobility.
Intelligent Environments (Workshops)
Luís Rosa, Miguel Guimarães, Davide Carneiro, Fábio Silva, César Analide
2022 — conf
Real-Time Algorithm Recommendation Using Meta-Learning.
ISAmI
Guilherme Palumbo, Miguel Guimarães, Davide Carneiro, Paulo Novais, Victor Alves
2021 — conf
A Conversational Interface for interacting with Machine Learning models.
XAILA@ICAIL
Davide Carneiro, Patrícia Veloso, Miguel Guimarães, Joana Baptista, Miguel Sousa
2021 J jnl
A multiple criteria approach for constructing a pandemic impact assessment composite indicator: The case of Covid-19 in Portugal.
CoRR
José Rui Figueira, Henrique M. Oliveira, Ana Paula Serro, Rogério Colaço, Filipe Froes, Carlos Robalo Cordeiro, António Diniz, Miguel Guimarães
2021 — conf
Optimizing Model Training in Interactive Learning Scenarios.
WorldCIST (1)
Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais
2020 — conf
Explainable Intelligent Environments.
ISAmI
Davide Carneiro, Fábio Silva, Miguel Guimarães, Daniel Sousa, Paulo Novais
2020 C conf
Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection.
HIS
Davide Carneiro, Miguel Guimarães, Miguel Sousa