Finite Precision Analysis for an FPGA-based NILM Event-Detector. - Rubén Nieto; Laura de Diego-Otón; Álvaro Hernández; Jesús Ureña (NILM@SenSys, 2020)

Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring. - Laura de Diego-Otón; David Fuentes-Jiménez; Álvaro Hernández; Rubén Nieto (I2MTC, 2021)

Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living. - Rubén Nieto; Laura de Diego-Otón; Álvaro Hernández; Jesús Ureña (I2MTC, 2021)

Comparison of Neural Networks for High-Sampling Rate NILM Scenario. - Laura de Diego-Otón; Álvaro Hernández; Rubén Nieto; María Carmen Pérez-Rubio (MeMeA, 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 001; Rubén Nieto; Alfonso Bahillo (MeMeA, 2022)

Comparative Analysis of Neural Network Implementations for NILM Applications. - Jorge Martín; Laura de Diego; Miguel Tapiador; Álvaro Hernández; Rubén Nieto (DCIS, 2023)

Implementing a CNN in FPGA Programmable Logic for NILM Application. - Miguel Tapiador; Laura de Diego-Otón; Álvaro Hernández; Rubén Nieto (DCIS, 2023)

Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL. - Laura de Diego-Otón; David Fuentes 002; Daniel Pizarro 001; Álvaro Hernández; Simone Mari; Rubén Nieto (COINS, 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 (I2MTC, 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 (MeMeA, 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 001; Jesús Ureña (Sensors, 2024)

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)

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 001; David Fuentes-Jiménez; María Carmen Pérez-Rubio (J. Sens. Actuator Networks, 2025)