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Diego Otón, Laura de

Electrónica / Universidad de Alcalá

Publications

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

  • de Diego-Otón,L.
  • Hernández,Á.
  • Fuentes,D.
  • Nieto,R.
  • Navarro,V.M.

Expert Systems With Applications - 5/7/2025

Editor: Elsevier Ltd

10.1016/j.eswa.2025.127756 View at source

  • ISSN 09574174
  • ISSN/ISBN 0957-4174

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

  • Hernández, Á.
  • Nieto, R.
  • de Diego-Otón, L.
  • Villadangos-Carrizo, J.M.
  • Pizarro, D.
  • Fuentes, D.
  • Pérez-Rubio, M.C.
... View more Collapse

Journal Of Sensor And Actuator Networks - 27/2/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/jsan14020025 View at source

  • ISSN 22242708
  • ISSN/ISBN 2224-2708

Detection of Anomalies in Daily Activities Using Data from Smart Meters

  • Hernández, Á.
  • Nieto, R.
  • de Diego-Otón, L.
  • Pérez-Rubio, M.C.
  • Villadangos-Carrizo, J.M.
  • Pizarro, D.
  • Ureña, J.
... View more Collapse

Sensors - 1/1/2024

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/s24020515 View at source

  • ISSN 14248220
  • ISSN/ISBN 1424-8220

This researcher has no books.

This researcher has no book chapters.

A Convolutional Transformer for Enhanced NILM in Human Activity Recognition

  • Mari, S.
  • Ciancetta, F.
  • Hernandez, A.
  • Pizarro, D.
  • De Diego-Otón, L.
  • Navarro, V.M.

2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings - 2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/memea60663.2024.10596791 View at source

  • ISSN/ISBN 9798350307993

Preliminary Unknown Appliance Detection using Convolutional Variational Auto-Encoders for AAL

  • De Diego-Otón, L.
  • Fuentes, D.
  • Pizarro, D.
  • Hernández, A.
  • Mari, S.
  • Nieto, R.

2024 Ieee International Conference On Omni-Layer Intelligent Systems, Coins 2024 (p. 289-292) - 1/1/2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/coins61597.2024.10622531 View at source

  • ISSN 29965322
  • ISSN/ISBN 9798350349597

SoC Architecture for High-Frequency Acquisition of Household Electric Signals

  • Navarro, V.M.
  • De Diego-Otón, L.
  • Tapiador, M.
  • Nieto, R.
  • Ureña, J.
  • Hernández, A.

2024 Ieee International Instrumentation And Measurement Technology Conference, I2mtc 2024 - 1/1/2024

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/i2mtc60896.2024.10560829 View at source

  • ISSN 26422069
  • ISSN/ISBN 1091-5281

Appliance Identification in NILM Applications by means of a Convolutional Auto-Encoder

  • De Diego-Oton, L.
  • Hernandez, A.
  • Pizarro, D.
  • Nieto, R.

2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings (p. 202-207) - 1/1/2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/metrolivenv56897.2023.10164065 View at source

  • ISSN/ISBN 9781665456937

Estimating Energy Consumption in Households for Non-Intrusive Elderly Monitoring

  • Hernandez, A.
  • De Diego, L.
  • Pizarro, D.
  • Perez-Rubio, M.C.
  • Villadangos, J.M.
  • Nieto, R.

2023 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2023 - Proceedings (p. 191-195) - 1/1/2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/metrolivenv56897.2023.10164049 View at source

  • ISSN/ISBN 9781665456937

Comparative Analysis of Neural Network Implementations for NILM Applications

  • Martin, J.
  • De Diego, L.
  • Tapiador, M.
  • Hernandez, A.
  • Nieto, R.

2023 38th Conference On Design Of Circuits And Integrated Systems, Dcis 2023 - 1/1/2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis58620.2023.10335986 View at source

  • ISSN/ISBN 9798350303858

Implementing a CNN in FPGA Programmable Logic for NILM Application

  • Tapiador, M.
  • De Diego-Oton, L.
  • Hernandez, A.
  • Nieto, R.

2023 38th Conference On Design Of Circuits And Integrated Systems, Dcis 2023 - 1/1/2023

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/dcis58620.2023.10335989 View at source

  • ISSN/ISBN 9798350303858

Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters

  • Hernandez, A.
  • De Diego, L.
  • Villadangos, J.M.
  • Perez, M.C.
  • Pizarro, D.
  • Nieto, R.
  • Bahillo, A.
... View more Collapse

2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings - 1/1/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/memea54994.2022.9856538 View at source

  • ISSN/ISBN 9781665482998

Comparison of Neural Networks for High-Sampling Rate NILM Scenario

  • De Diego-Oton, L.
  • Hernandez, A.
  • Nieto, R.
  • Perez-Rubio, M.C.

2022 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2022 - Conference Proceedings - 1/1/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/memea54994.2022.9856406 View at source

  • ISSN/ISBN 9781665482998

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

  • Nieto, R.
  • De Diego-Oton, L.
  • Hernandez, A.
  • Urena, J.

Conference Record - Ieee Instrumentation And Measurement Technology Conference - 1/1/2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/i2mtc50364.2021.9460010 View at source

  • ISSN 10915281
  • ISSN/ISBN 1091-5281

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/9/25 2:51 PM