Sancho
Salcedo Sanz
Catedrático/a de Universidad
Ravinesh C.
Deo
Publicaciones en las que colabora con Ravinesh C. Deo (39)
2024
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Atmospheric Visibility and Cloud Ceiling Predictions With Hybrid IIS-LSTM Integrated Model: Case Studies for Fiji's Aviation Industry
IEEE Access, Vol. 12, pp. 72530-72543
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Deep Learning Based Over-the-Air Training of Wireless Communication Systems without Feedback
Sensors, Vol. 24, Núm. 10
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Electricity demand error corrections with attention bi-directional neural networks
Energy, Vol. 291
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End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
Applied Soft Computing, Vol. 159
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Half-hourly electricity price prediction with a hybrid convolution neural network-random vector functional link deep learning approach
Applied Energy, Vol. 374
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Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
IEEE Access, Vol. 12, pp. 58750-58777
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Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model
Engineering Applications of Artificial Intelligence, Vol. 135
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Poster: Cloud Computing with AI-empowered Trends in Software-Defined Radios: Challenges and Opportunities
Proceedings - 2024 IEEE 25th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2024
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Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
Engineering Applications of Artificial Intelligence, Vol. 132
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Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
Applied Energy, Vol. 359
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Towards next-generation federated learning: A case study on privacy attacks in artificial intelligence systems
Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024
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Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
Applied Energy, Vol. 353
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Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
Expert Systems with Applications, Vol. 236
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Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery
Remote Sensing Applications: Society and Environment, Vol. 36
2023
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A Comparative Study of Artificial Intelligence-Based Algorithms for Bitwise Decoding of Error Correction Codes
22nd International Symposium on Communications and Information Technologies, ISCIT 2023
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A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
Journal of Wind Engineering and Industrial Aerodynamics, Vol. 240
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A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
Energy, Vol. 275
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Channel-Agnostic Training of Transmitter and Receiver for Wireless Communications
Sensors, Vol. 23, Núm. 24
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Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
Renewable Energy, Vol. 203, pp. 113-130
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Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images
IEEE Access, Vol. 11, pp. 5558-5577