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03/30/2023
Q-learning Based System for Path Planning with UAV Swarms in Obstacle Environments
Path Planning methods for autonomous control of Unmanned Aerial Vehicle ...
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07/23/2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring
Over the years, several approaches have tried to tackle the problem of p...
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06/04/2021
UAV Swarm Path Planning with Reinforcement Learning for Field prospecting
Unmanned Aerial Vehicle (UAV) swarms adoption shows a steady growth amon...
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05/18/2021
Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques
Early detection is crucial to prevent the progression of Alzheimer's dis...
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03/30/2021
Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal
Sleeping problems have become one of the major diseases all over the wor...
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08/16/2019
A New Deterministic Technique for Symbolic Regression
This paper describes a new method for Symbolic Regression that allows to...
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06/21/2019
Classical Music Prediction and Composition by means of Variational Autoencoders
This paper proposes a new model for music prediction based on Variationa...
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04/10/2019
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models
Signaling proteins are an important topic in drug development due to the...
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04/10/2019
Classification of Two-channel Signals by Means of Genetic Programming
Traditionally, signal classification is a process in which previous know...
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04/09/2019
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications
Data mining and data classification over biomedical data are two of the ...
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04/08/2019
