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Pedro José Pereira
Pedro José Pereira
Invited Professor, Dep. Information Systems, University of Minho
Email confirmado em dsi.uminho.pt - Página inicial
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Deep dense and convolutional autoencoders for machine acoustic anomaly detection
G Coelho, P Pereira, L Matos, A Ribeiro, EC Nunes, A Ferreira, P Cortez, ...
IFIP International Conference on Artificial Intelligence Applications and …, 2021
18*2021
Forecasting store foot traffic using facial recognition, time series and support vector machines
P Cortez, LM Matos, PJ Pereira, N Santos, D Duque
International Joint Conference SOCO’16-CISIS’16-ICEUTE’16, 267-276, 2016
182016
Multi-objective grammatical evolution of decision trees for mobile marketing user conversion prediction
PJ Pereira, P Cortez, R Mendes
Expert Systems with Applications 168, 114287, 2021
142021
Multi-step time series prediction intervals using neuroevolution
P Cortez, PJ Pereira, R Mendes
Neural Computing and Applications, 1-15, 2020
132020
A categorical clustering of publishers for mobile performance marketing
S Silva, P Cortez, R Mendes, PJ Pereira, LM Matos, L Garcia
The 13th International Conference on Soft Computing Models in Industrial and …, 2018
62018
Using deep autoencoders for in-vehicle audio anomaly detection
PJ Pereira, G Coelho, A Ribeiro, LM Matos, EC Nunes, A Ferreira, ...
Procedia Computer Science 192, 298-307, 2021
32021
Using neuroevolution for predicting mobile marketing conversion
PJ Pereira, P Pinto, R Mendes, P Cortez, A Moreau
EPIA Conference on Artificial Intelligence, 373-384, 2019
32019
Multi-objective learning of neural network time series prediction intervals
PJ Pereira, P Cortez, R Mendes
EPIA Conference on Artificial Intelligence, 561-572, 2017
22017
A comparison of machine learning methods for extremely unbalanced industrial quality data
PJ Pereira, A Pereira, P Cortez, A Pilastri
EPIA Conference on Artificial Intelligence, 561-572, 2021
12021
Deep autoencoders for acoustic anomaly detection: experiments with working machine and in-vehicle audio
G Coelho, LM Matos, PJ Pereira, A Ferreira, A Pilastri, P Cortez
Neural Computing and Applications, 1-15, 2022
2022
A Comparison of Automated Time Series Forecasting Tools for Smart Cities
PJ Pereira, N Costa, M Barros, P Cortez, D Durães, A Silva, J Machado
EPIA Conference on Artificial Intelligence, 551-562, 2022
2022
Modern optimization of predictive models: An application to mobile performance marketing
PJS Pereira
2021
An Intelligent Decision Support System for Production Planning in Garments Industry
R Ribeiro, A Pilastri, H Carvalho, A Matta, PJ Pereira, P Rocha, M Alves, ...
International Conference on Intelligent Data Engineering and Automated …, 2021
2021
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