Pinned Repositories
A-personalized-and-evolutionary-algorithm-for-interpretable-EEG-epilepsy-seizure-prediction
Code and data of the paper "A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction", published by Scientific Reports in 2021.
Explaining-ML-EEG-Seizure-Prediction
The code for the paper "The goal of explaining black boxes in EEG seizure prediction is not to explain models’ decisions", published in Epilepsia Open (https://doi.org/10.1002/epi4.12748). It concerns explainability methods on Machine Learning for EEG seizure prediction.
Information-Systems-DEI
Some old JAVA projects made for Informatics Systems Course, while teaching
Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithm
Code and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific Reports in 2022.
Modelling-Wind-Turbines
A simple Machine Learning project for modelling all the setup of a wind turbine through several regression problems, from Engie's public dataset.
The-Algorithm-of-Epilepsy
This folder contains code for some computational simulations that may inspire the creation of the original theatre play "The Algorithm of Epilepsy", which will premiere in June 2023. It contains simulations based on cellular automaton and others.
MauroSilvaPinto's Repositories
MauroSilvaPinto/Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithm
Code and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific Reports in 2022.
MauroSilvaPinto/A-personalized-and-evolutionary-algorithm-for-interpretable-EEG-epilepsy-seizure-prediction
Code and data of the paper "A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction", published by Scientific Reports in 2021.
MauroSilvaPinto/Explaining-ML-EEG-Seizure-Prediction
The code for the paper "The goal of explaining black boxes in EEG seizure prediction is not to explain models’ decisions", published in Epilepsia Open (https://doi.org/10.1002/epi4.12748). It concerns explainability methods on Machine Learning for EEG seizure prediction.
MauroSilvaPinto/The-Algorithm-of-Epilepsy
This folder contains code for some computational simulations that may inspire the creation of the original theatre play "The Algorithm of Epilepsy", which will premiere in June 2023. It contains simulations based on cellular automaton and others.
MauroSilvaPinto/Information-Systems-DEI
Some old JAVA projects made for Informatics Systems Course, while teaching
MauroSilvaPinto/Modelling-Wind-Turbines
A simple Machine Learning project for modelling all the setup of a wind turbine through several regression problems, from Engie's public dataset.