MIRKO
FAÑEZ KERTELJ
Investigador
JOSE RAMON
VILLAR FLECHA
Catedrático de Universidad
JOSE RAMON VILLAR FLECHA-rekin lankidetzan egindako argitalpenak (12)
2023
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A low-power HAR method for fall and high-intensity ADLs identification using wrist-worn accelerometer devices
Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 375-389
2022
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Improving wearable-based fall detection with unsupervised learning
Logic Journal of the IGPL, Vol. 30, Núm. 2, pp. 314-325
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Towards effective detection of elderly falls with CNN-LSTM neural networks
Neurocomputing, Vol. 500, pp. 231-240
2021
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A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset
Advances in Intelligent Systems and Computing
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An autonomous fallers monitoring kit: Release 0.0
Advances in Intelligent Systems and Computing
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Mixing user-centered and generalized models for Fall Detection
Neurocomputing, Vol. 452, pp. 473-486
2020
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A Simple Classification Ensemble for ADL and Falls
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Fall Detection Based on Local Peaks and Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Feature Clustering to Improve Fall Detection: A Preliminary Study
Advances in Intelligent Systems and Computing
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Transfer learning and information retrieval applied to fall detection
Expert Systems
2019
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User-centered fall detection using supervised, on-line learning and transfer learning
Progress in Artificial Intelligence, Vol. 8, Núm. 4, pp. 453-474
2018
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Plataforma para el estudio de caídas y desvanecimientos en grupos de personas mayores
10º Simposio CEA de Bioingeniería 2018