Elena Hernndez-Pereira
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
8
Active years
1997–2025
Best venue rank
B
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICAART | Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption. | Vctor Lpez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias, Carlos Blanco-Seijo, Samuel Fernndez-Paz |
| 2025 | IJCNN | Efficient and Secure Federated Learning with Ensemble of One-Layer Neural Networks. | Abel Pampn-Rodrguez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias |
| 2024 | ESANN | AI-based algorithm for intrusion detection on a real dataset. | David Esteban Martnez, Bertha Guijarro-Berdias, Amparo Alonso-Betanzos, Elena Hernndez-Pereira, Alejandro Esteban Martnez |
| 2024 | SAC | An effective and efficient green federated learning method for one-layer neural networks. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Elena Hernndez-Pereira, Beatriz Prez-Snchez |
| 2024 | SAC | RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method. | Vctor Lpez, Oscar Fontenla-Romero, Elena Hernndez-Pereira, Bertha Guijarro-Berdias, Carlos Blanco-Seijo, Samuel Fernndez-Paz |
| 2023 | ESANN | Evaluating Curriculum Learning Strategies for Pancreatic Cancer Prediction. | Eduardo Mosqueira-Rey, David Vzquez-Lema, Elena Hernndez-Pereira |
| 2023 | IJCNN | Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer. | Eduardo Mosqueira-Rey, Alberto Prez-Snchez, Elena Hernndez-Pereira, David Alonso-Ros, Jos Bobes-Bascarn, ngel Fernndez-Leal, Vicente Moret-Bonillo, Yolanda Vidal-nsua, Francisca Vzquez-Rivera |
| 2022 | SAC | A classification and review of tools for developing and interacting with machine learning systems. | Eduardo Mosqueira-Rey, Elena Hernndez-Pereira, David Alonso-Ros, Jos Bobes-Bascarn |
| 2021 | ESANN | Federated Learning approach for SpectralClustering. | Elena Hernndez-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez |
| 2018 | ESANN | Sleep staging with deep learning: a convolutional model. | Isaac Fernndez-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernndez-Pereira, Vicente Moret-Bonillo |
| 2017 | ESANN | Outlining a simple and robust method for the automatic detection of EEG arousals. | Isaac Fernndez-Varela, Diego lvarez-Estvez, Elena Hernndez-Pereira, Vicente Moret-Bonillo |
| 2016 | ESANN | Automatic detection of EEG arousals. | Isaac Fernndez-Varela, Elena Hernndez-Pereira, Diego lvarez-Estvez, Vicente Moret-Bonillo |
| 2012 | KES | On the Continuous Evaluation of the Macrostructure of Sleep. | Diego lvarez-Estvez, Jos Mara Fernndez-Pastoriza, Elena Hernndez-Pereira, Vicente Moret-Bonillo |
| 2002 | ECAI | A Neural Network Approach for Forestal Fire Risk Estimation. | Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Elena Hernndez-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade |
| 2001 | AIME | Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome. | Marano Javier Cabrero Canosa, Mara del Mar Castro Pereiro, Marta Graa Ramos, Elena Hernndez-Pereira, Vicente Moret-Bonillo |
| 1997 | IWANN | A Neural Network Approach for Symbolic Interpretation in Critical Care. | Vicente Moret-Bonillo, Jorge Daz-Fernndez, Elena Hernndez-Pereira |