Noel Pérez

According to our database, Noel Pérez authored at least 12 papers between 2007 and 2023.

Collaborative distances:

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

2023

Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets.

Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Noel Pérez, Diego S. Benítez, Maria G. Baldeon Calisto, David Fernández

IEEE Access, 2023

A Feature Selection Approach Towards the Standardization of Network Security Datasets.

Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Diego S. Benítez, Noel Pérez, Maria G. Baldeon Calisto, David Fernández

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

2022

Toward Real-Time Volcano Seismic Events' Classification: A New Approach Using Mathematical Morphology and Similarity Criteria.

Noel Pérez, Francisco Sebastian Granda, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva

IEEE Trans. Geosci. Remote. Sens., 2022

Benchmarking Seismic-Based Feature Groups to Classify the Cotopaxi Volcanic Activity.

Noel Pérez, Pablo Venegas, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva, Mario Ruiz

IEEE Geosci. Remote. Sens. Lett., 2022

2021

ESeismic-GAN: A Generative Model for Seismic Events From Cotopaxi Volcano.

Felipe Grijalva, Washington Ramos, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2020

A New Volcanic Seismic Signal Descriptor and its Application to a Data Set From the Cotopaxi Volcano.

Noel Pérez, Pablo Venegas, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz

IEEE Trans. Geosci. Remote. Sens., 2020

2019

Combining Filter-Based Feature Selection Methods and Gaussian Mixture Model for the Classification of Seismic Events From Cotopaxi Volcano.

Pablo Venegas, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

2017

Understanding the Energy Saving Potential of Smart Scale Selection in the Viola and Jones Facial Detection Algorithm.

Noel Pérez, Sérgio Faria, Miguel T. Coimbra

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2015

Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography.

Noel Pérez, Miguel Ángel Guevara-López, Augusto Silva, Isabel Ramos

Artif. Intell. Medicine, 2015

2014

Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection.

Noel Pérez, Miguel A. Guevara, Augusto Silva, Isabel Ramos, Joana Loureiro

Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013

Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis.

Noel Pérez, Miguel A. Guevara, Augusto Silva

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2007

Set of Methods for Spontaneous ICH Segmentation and Tracking from CT Head Images.

Noel Pérez, José A. Valdés, Miguel A. Guevara, Luis A. Rodríguez, J. M. Molina

Proceedings of the Progress in Pattern Recognition, 2007