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2020 – today
- 2024
[j1]Álvaro Hernández
, Rubén Nieto, Laura de Diego-Otón, María Carmen Pérez-Rubio, Jose M. Villadangos Carrizo, Daniel Pizarro, Jesús Ureña:
Detection of Anomalies in Daily Activities Using Data from Smart Meters. Sensors 24(2): 515 (2024)- [c10]Laura de Diego-Otón, David Fuentes, Daniel Pizarro, Álvaro Hernández, Simone Mari, Rubén Nieto:
Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL. COINS 2024: 1-4 - [c9]Víctor M. Navarro, Laura de Diego-Otón, Miguel Tapiador, Rubén Nieto, Jesús Ureña, Álvaro Hernández:
SoC Architecture for High-Frequency Acquisition of Household Electric Signals. I2MTC 2024: 1-6 - [c8]Simone Mari, Fabrizio Ciancetta, Álvaro Hernández, Daniel Pizarro-Perez, Laura de Diego-Otón, Víctor M. Navarro:
A Convolutional Transformer for Enhanced NILM in Human Activity Recognition. MeMeA 2024: 1-6 - 2023
- [c7]Jorge Martín, Laura de Diego, Miguel Tapiador, Álvaro Hernández, Rubén Nieto:
Comparative Analysis of Neural Network Implementations for NILM Applications. DCIS 2023: 1-6 - [c6]Miguel Tapiador, Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto:
Implementing a CNN in FPGA Programmable Logic for NILM Application. DCIS 2023: 1-6 - 2022
- [c5]Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto, María Carmen Pérez-Rubio:
Comparison of Neural Networks for High-Sampling Rate NILM Scenario. MeMeA 2022: 1-6 - [c4]Álvaro Hernández, Laura de Diego-Otón, José Manuel Villadangos, María del Carmen Pérez, Daniel Pizarro, Rubén Nieto, Alfonso Bahillo:
Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters. MeMeA 2022: 1-6 - 2021
- [c3]Laura de Diego-Otón, David Fuentes-Jiménez, Álvaro Hernández, Rubén Nieto:
Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring. I2MTC 2021: 1-6 - [c2]Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña:
Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living. I2MTC 2021: 1-6 - 2020
- [c1]Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña:
Finite Precision Analysis for an FPGA-based NILM Event-Detector. NILM@SenSys 2020: 30-33
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