Laura de Diego-Otón

12 papers Journal 3Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Architectural strategies for enhanced NILM classification and anomaly detection: Addressing limited data scenarios. Expert Syst. Appl. Laura de Diego-Otón, Álvaro Hernández, David Fuentes-Jiménez, Rubén Nieto, Víctor M. Navarro
2025	J	`jnl`	Monitoring Daily Activities in Households by Means of Energy Consumption Measurements from Smart Meters. J. Sens. Actuator Networks Álvaro Hernández, Rubén Nieto, Laura de Diego-Otón, Jose M. Villadangos Carrizo, Daniel Pizarro, David Fuentes-Jiménez, María Carmen Pérez-Rubio
2024	—	`conf`	A Convolutional Transformer for Enhanced NILM in Human Activity Recognition. MeMeA Simone Mari, Fabrizio Ciancetta, Álvaro Hernández, Daniel Pizarro-Perez, Laura de Diego-Otón, Víctor M. Navarro
2024	J	`jnl`	Detection of Anomalies in Daily Activities Using Data from Smart Meters. Sensors Álvaro Hernández, Rubén Nieto, Laura de Diego-Otón, María Carmen Pérez-Rubio, Jose M. Villadangos Carrizo, Daniel Pizarro, Jesús Ureña
2024	—	`conf`	Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL. COINS Laura de Diego-Otón, David Fuentes, Daniel Pizarro, Álvaro Hernández, Simone Mari, Rubén Nieto
2024	—	`conf`	SoC Architecture for High-Frequency Acquisition of Household Electric Signals. I2MTC Víctor M. Navarro, Laura de Diego-Otón, Miguel Tapiador, Rubén Nieto, Jesús Ureña, Álvaro Hernández
2023	—	`conf`	Implementing a CNN in FPGA Programmable Logic for NILM Application. DCIS Miguel Tapiador, Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto
2022	—	`conf`	Comparison of Neural Networks for High-Sampling Rate NILM Scenario. MeMeA Laura de Diego-Otón, Álvaro Hernández, Rubén Nieto, María Carmen Pérez-Rubio
2022	—	`conf`	Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters. MeMeA Álvaro Hernández, Laura de Diego-Otón, José Manuel Villadangos, María del Carmen Pérez, Daniel Pizarro, Rubén Nieto, Alfonso Bahillo
2021	—	`conf`	Data Collection and Cloud Processing Architecture Applied to NILM Techniques for Independent Living. I2MTC Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña
2021	—	`conf`	Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring. I2MTC Laura de Diego-Otón, David Fuentes-Jiménez, Álvaro Hernández, Rubén Nieto
2020	—	`conf`	Finite Precision Analysis for an FPGA-based NILM Event-Detector. NILM@SenSys Rubén Nieto, Laura de Diego-Otón, Álvaro Hernández, Jesús Ureña