ING. ELÉCTRICA Y DE SISTEMAS Y AUTOMÁT.
Departament
Universidad de Oviedo
Oviedo, EspañaPublicacions en col·laboració amb investigadors/es de Universidad de Oviedo (56)
2023
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Adaptive Model for Industrial Systems Using Echo State Networks
Communications in Computer and Information Science
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Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation
IFIP Advances in Information and Communication Technology
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Echo State Networks for anomaly detection in industrial systems
IFAC-PapersOnLine
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Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol
Lecture Notes in Networks and Systems
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Principal Component Modes of Reservoir Dynamics in Reservoir Computing
IFIP Advances in Information and Communication Technology
2022
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Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders
Computers and Electrical Engineering, Vol. 101
2021
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Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings
IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731
2020
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An ontology-based multi-domain model in social network analysis: Experimental validation and case study
Information Sciences, Vol. 540, pp. 390-413
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Estimating cooling production and monitoring efficiency in chillers using a soft sensor
Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308
2019
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A deep learning approach for fusing sensor data from screw compressors
Sensors (Switzerland), Vol. 19, Núm. 13
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Bioinspired hybrid model to predict the hydrogen inlet fuel cell flow change of an energy storage system
Processes, Vol. 7, Núm. 11
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Desarrollo de laboratorio remoto de investigación mediante la utilización de tecnologías industriales multiconectadas
XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019
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Virtual sensor based on a deep learning approach for estimating efficiency in chillers
Communications in Computer and Information Science
2018
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A Real-Time Algorithm to Detect Falls in the Elderly
MeMeA 2018 - 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings
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Assessing feature selection techniques for a colorectal cancer prediction model
Advances in Intelligent Systems and Computing
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Automatic measurement of fish size using stereo vision
I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings
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Interactive data visualization of chatter conditions in a cold rolling mill
Computers in Industry, Vol. 103, pp. 86-96
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Interactive dimensionality reduction of large datasets using interpolation
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Interactive visualization for NILM in large buildings using non-negative matrix factorization
Energy and Buildings, Vol. 176, pp. 95-108
2017
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A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis
Computational and Mathematical Methods in Medicine, Vol. 2017