Aurora Pérez-Pérez

According to our database, Aurora Pérez-Pérez authored at least 17 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

DRAGON: Drug Repurposing via Graph Neural Networks with Drug and Protein Embeddings as Features.

Rafael Artiñano-Muñoz, Lucía Prieto Santamaría, Aurora Pérez-Pérez, Alejandro Rodríguez González

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2022

Drug repositioning with gender perspective focused on Adverse Drug Reactions.

Belén Otero-Carrasco, Aurora Pérez-Pérez, Ernestina Menasalvas Ruiz, Juan Pedro Caraça-Valente Hernández, Lucía Prieto Santamaría, Alejandro Rodríguez González

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2019

ECG Feature Extraction and Ventricular Fibrillation (VF) Prediction using Data Mining Techniques.

Allan Calderon, Aurora Pérez-Pérez, Juan Pedro Valente

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2016

Classification of auditory brainstem responses through symbolic pattern discovery.

Marco E. Molina, Aurora Pérez-Pérez, Juan Pedro Valente

Artif. Intell. Medicine, 2016

2014

A general framework for time series data mining based on event analysis: Application to the medical domains of electroencephalography and stabilometry.

Juan Alfonso Lara, David Lizcano, Aurora Pérez-Pérez, Juan Pedro Valente

J. Biomed. Informatics, 2014

2012

Cooperation between expert knowledge and data mining discovered knowledge: Lessons learned.

Fernando Alonso, Loïc Martínez, Aurora Pérez-Pérez, Juan Pedro Valente

Expert Syst. Appl., 2012

2011

Two Different Approaches of Feature Extraction for Classifying the EEG Signals.

Pari Jahankhani, Juan Alfonso Lara, Aurora Pérez-Pérez, Juan Pedro Valente

Proceedings of the Engineering Applications of Neural Networks, 2011

2010

Classification of Stabilometric Time-Series Using an Adaptive Fuzzy Inference Neural Network System.

Juan Alfonso Lara, Pari Jahankhani, Aurora Pérez-Pérez, Juan Pedro Valente, Vassilis Kodogiannis

Proceedings of the Artificial Intelligence and Soft Computing, 2010

GGGP-based method for modeling time series: operator selection, parameter optimization and expert evaluation.

Fernando Alonso, Loïc Martínez, Agustín Santamaría, Aurora Pérez-Pérez, Juan Pedro Valente

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Generating time series reference models based on event analysis.

Juan Alfonso Lara, Aurora Pérez-Pérez, Juan Pedro Valente, África López-Illescas

Proceedings of the ECAI 2010, 2010

Modelling Stabilometric Time Series.

Juan Alfonso Lara, Aurora Pérez-Pérez, Juan Pedro Valente, África López-Illescas

Proceedings of the HEALTHINF 2010, 2010

2008

Comparing Time Series through Event Clustering.

Juan Alfonso Lara, Aurora Pérez-Pérez, Juan Pedro Valente, África López-Illescas

Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008

Modelling Medical Time Series Using Grammar-Guided Genetic Programming.

Fernando Alonso, Loïc Martínez, Aurora Pérez-Pérez, Agustín Santamaría, Juan Pedro Valente

Proceedings of the Advances in Data Mining. Medical Applications, 2008

Comparing Posturographic Time Series through Events Detection.

Juan Alfonso Lara, Guillermo Moreno, Aurora Pérez-Pérez, Juan Pedro Valente, África López-Illescas

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2006

Symbol Extraction Method and Symbolic Distance for Analysing Medical Time Series.

Fernando Alonso, Loïc Martínez, Aurora Pérez-Pérez, Agustín Santamaría, Juan Pedro Valente

Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

2004

Towards Symbolic Data Mining in Numerical Time Series.

Agustín Santamaría, África López-Illescas, Aurora Pérez-Pérez, Juan Pedro Caraça-Valente

Proceedings of the Research and Development in Intelligent Systems XXI, 2004

Semantic Reference Model in Medical Time Series.

Fernando Alonso, Loïc Martínez, César Montes, Aurora Pérez-Pérez, Agustín Santamaría, Juan Pedro Valente

Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004