| Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality
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2021 |
Dudek, Grzegorz |
| Fine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble
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2021 |
González, Mario |
| A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks
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2021 |
Cateni, Silvia |
| Performance Evaluation of Classical Classifiers and Deep Learning Approaches for Polymers Classification Based on Hyperspectral Images
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2021 |
Lorenzo-Navarro, Javier |
| Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms
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2021 |
Puentes-Marchal, Fernando |
| Time Series Prediction with Autoencoding LSTM Networks
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2021 |
Succetti, Federico |
| Accuracy and Intrusiveness in Data-Driven Violin Players Skill Levels Prediction: MOCAP Against MYO Against KINECT
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2021 |
D’Amato, Vincenzo |
| Autonomous Docking of Mobile Robots by Reinforcement Learning Tackling the Sparse Reward Problem
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2021 |
Burgueño-Romero, A. M. |
| Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing
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2021 |
Piñero-Fuentes, Enrique |
| Effects of Training on BCI Accuracy in SSMVEP-based BCI
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2021 |
Stawicki, Piotr |
| Effect of Electrical Synapses in the Cycle-by-Cycle Period and Burst Duration of Central Pattern Generators
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2021 |
Berbel, Blanca |
| Operation of Neuronal Membrane Simulator Circuit for Tests with Memristor Based on Graphene and Graphene Oxide
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2021 |
Sparvoli, Marina |
| Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks
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2021 |
Steiner, Peter |
| Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data
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2021 |
Alonso-Betanzos, Amparo |
| Prediction of Air Pollution Using LSTM
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2021 |
Osowski, Stanislaw |
| Improving Indoor Semantic Segmentation with Boundary-Level Objectives
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2021 |
Amoroso, Roberto |
| Frailty Level Prediction in Older Age Using Hand Grip Strength Functions Over Time
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2021 |
Pérez, Elsa |
| Impact of Minority Class Variability on Anomaly Detection by Means of Random Forests and Support Vector Machines
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2021 |
Alraddadi, Faisal Saleem |
| Error-Correcting Output Codes in the Framework of Deep Ordinal Classification
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2021 |
Barbero-Gómez, Javier |
| Regularized One-Layer Neural Networks for Distributed and Incremental Environments
|
2021 |
Fontenla-Romero, Oscar |
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