Elena Hernández-Pereira

38 papers A 1B 10Misc 4Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Efficient and Secure Federated Learning with Ensemble of One-Layer Neural Networks. IJCNN Abel Pampín-Rodríguez, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas
2025	—	`conf`	Predicting the State of Health of Supercapacitors Using a Federated Learning Model with Homomorphic Encryption. ICAART (3) Víctor López, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz
2025	J	`jnl`	Segmentation, classification and interpretation of breast cancer medical images using human-in-the-loop machine learning. Neural Comput. Appl. David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernandez-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero
2024	B	`conf`	AI-based algorithm for intrusion detection on a real dataset. ESANN David Esteban Martínez, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Elena Hernández-Pereira, Alejandro Esteban Martínez
2024	J	`jnl`	Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach. Neural Comput. Appl. Eduardo Mosqueira-Rey, Elena Hernández-Pereira, José Bobes-Bascarán, David Alonso-Ríos, Alberto Pérez-Sánchez, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera
2024	—	`ed.`	Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings CAEPIA Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso
2024	Misc	`conf`	An effective and efficient green federated learning method for one-layer neural networks. SAC Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2024	J	`jnl`	Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach. CoRR José Bobes-Bascarán, Eduardo Mosqueira-Rey, Ángel Fernández-Leal, Elena Hernández-Pereira, David Alonso-Ríos, Vicente Moret-Bonillo, Israel Figueirido-Arnoso, Yolanda Vidal-Ínsua
2024	Misc	`conf`	RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method. SAC Víctor López, Oscar Fontenla-Romero, Elena Hernández-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz
2024	J	`jnl`	Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning. CoRR David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernandez-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero
2023	J	`jnl`	An effective and efficient green federated learning method for one-layer neural networks. CoRR Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2023	B	`conf`	Evaluating Curriculum Learning Strategies for Pancreatic Cancer Prediction. ESANN Eduardo Mosqueira-Rey, David Vázquez-Lema, Elena Hernández-Pereira
2023	J	`jnl`	FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks. Future Gener. Comput. Syst. Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Beatriz Pérez-Sánchez
2023	B	`conf`	Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer. IJCNN Eduardo Mosqueira-Rey, Alberto Pérez-Sánchez, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera
2023	J	`jnl`	Human-in-the-loop machine learning: a state of the art. Artif. Intell. Rev. Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal
2022	Misc	`conf`	A classification and review of tools for developing and interacting with machine learning systems. SAC Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán
2022	J	`jnl`	Machine learning techniques to predict different levels of hospital care of CoVid-19. Appl. Intell. Elena Hernández-Pereira, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela-Barizo, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
2022	—	`conf`	Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients. XoveTIC José Bobes-Bascarán, Alberto Pérez-Sánchez, Eduardo Mosqueira-Rey, David Alonso-Ríos, Elena Hernández-Pereira
2021	B	`conf`	Federated Learning approach for SpectralClustering. ESANN Elena Hernández-Pereira, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez
2019	J	`jnl`	A Convolutional Network for Sleep Stages Classification. CoRR Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2018	B	`conf`	Sleep staging with deep learning: a convolutional model. ESANN Isaac Fernández-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernández-Pereira, Vicente Moret-Bonillo
2017	J	`jnl`	A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings. Comput. Biol. Medicine Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
2017	J	`jnl`	Combining machine learning models for the automatic detection of EEG arousals. Neurocomputing Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2017	B	`conf`	Outlining a simple and robust method for the automatic detection of EEG arousals. ESANN Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
2016	J	`jnl`	A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos
2016	B	`conf`	Automatic detection of EEG arousals. ESANN Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2014	—	`conf`	Improving detection of apneic events by learning from examples and treatment of missing data. InMed Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2013	J	`jnl`	A method for the automatic analysis of the sleep macrostructure in continuum. Expert Syst. Appl. Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
2012	J	`jnl`	A mixture of experts for classifying sleep apneas. Expert Syst. Appl. Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
2012	B	`conf`	On the Continuous Evaluation of the Macrostructure of Sleep. KES Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
2011	—	`conf`	Improving Electrical Power Grid Visualization Using Geometry Shaders. CGIV Javier Novo Rodriguez, Mariano Cabrero Canosa, Elena Hernández-Pereira
2009	—	`conf`	Classifying Sleep Apneas Using Neural Networks and a Combination of Experts. CAEPIA Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral
2009	J	`jnl`	Conversion methods for symbolic features: A comparison applied to an intrusion detection problem. Expert Syst. Appl. Elena Hernández-Pereira, Juan A. Suárez-Romero, Oscar Fontenla-Romero, Amparo Alonso-Betanzos
2003	J	`jnl`	An intelligent system for forest fire risk prediction and fire fighting management in Galicia. Expert Syst. Appl. Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Maria Inmaculada Paz-Andrade, Eulogio Jimenez, Jose Luis Legido, Tarsy Carballas
2003	J	`jnl`	An intelligent system for the detection and interpretation of sleep apneas. Expert Syst. Appl. Maríano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández-Pereira, Vicente Moret-Bonillo, M. Martin-Egaña, H. Verea-Hernando
2002	A	`conf`	A Neural Network Approach for Forestal Fire Risk Estimation. ECAI Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muñiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade
2001	B	`conf`	Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome. AIME Maríano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández-Pereira, Vicente Moret-Bonillo
1997	Misc	`conf`	A Neural Network Approach for Symbolic Interpretation in Critical Care. IWANN Vicente Moret-Bonillo, Jorge Díaz-Fernández, Elena Hernández-Pereira