Laura de Diego-Otón

According to our database, Laura de Diego-Otón authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Monitoring Daily Activities in Households by Means of Energy Consumption Measurements from Smart Meters.

Álvaro Hernández, Rubén Nieto, Laura de Diego-Otón, Jose M. Villadangos Carrizo, Daniel Pizarro, David Fuentes-Jiménez, María Carmen Pérez-Rubio

J. Sens. Actuator Networks, 2025

Architectural strategies for enhanced NILM classification and anomaly detection: Addressing limited data scenarios.

Laura de Diego-Otón, Álvaro Hernández, David Fuentes-Jiménez, Rubén Nieto, Víctor M. Navarro

Expert Syst. Appl., 2025

2024

Detection of Anomalies in Daily Activities Using Data from Smart Meters.

Álvaro Hernández, Rubén Nieto, Laura de Diego-Otón, María Carmen Pérez-Rubio, Jose M. Villadangos Carrizo, Daniel Pizarro, Jesús Ureña

Sensors, January, 2024

A Convolutional Transformer for Enhanced NILM in Human Activity Recognition.

Simone Mari, Fabrizio Ciancetta, Álvaro Hernández, Daniel Pizarro-Perez, Laura de Diego-Otón, Víctor M. Navarro

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

SoC Architecture for High-Frequency Acquisition of Household Electric Signals.

Víctor M. Navarro, Laura de Diego-Otón, Miguel Tapiador, Rubén Nieto, Jesús Ureña, Álvaro Hernández

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL.

Laura de Diego-Otón, David Fuentes, Daniel Pizarro, Álvaro Hernández, Simone Mari, Rubén Nieto

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

Implementing a CNN in FPGA Programmable Logic for NILM Application.

Miguel Tapiador, Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto

Proceedings of the 38th Conference on Design of Circuits and Integrated Systems, 2023

Comparative Analysis of Neural Network Implementations for NILM Applications.

Jorge Martín, Laura de Diego, Miguel Tapiador, Álvaro Hernández, Rubén Nieto

Proceedings of the 38th Conference on Design of Circuits and Integrated Systems, 2023

2022

Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters.

Álvaro Hernández, Laura de Diego-Otón, José Manuel Villadangos, María del Carmen Pérez, Daniel Pizarro, Rubén Nieto, Alfonso Bahillo

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Comparison of Neural Networks for High-Sampling Rate NILM Scenario.

Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto, María Carmen Pérez-Rubio

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

2021

Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living.

Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring.

Laura de Diego-Otón, David Fuentes-Jiménez, Álvaro Hernández, Rubén Nieto

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020

Finite Precision Analysis for an FPGA-based NILM Event-Detector.

Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña

Proceedings of the NILM '20, 2020