Noel Pérez

12 papers B 1C 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2023 B conf
A Feature Selection Approach Towards the Standardization of Network Security Datasets.
NetSoft
Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Diego S. Benítez, Noel Pérez, Maria G. Baldeon Calisto, David Fernández
2023 J jnl
Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets.
IEEE Access
Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Noel Pérez, Diego S. Benítez, Maria G. Baldeon Calisto, David Fernández
2022 J jnl
Benchmarking Seismic-Based Feature Groups to Classify the Cotopaxi Volcanic Activity.
IEEE Geosci. Remote. Sens. Lett.
Noel Pérez, Pablo Venegas, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva, Mario Ruiz
2022 J jnl
Toward Real-Time Volcano Seismic Events' Classification: A New Approach Using Mathematical Morphology and Similarity Criteria.
IEEE Trans. Geosci. Remote. Sens.
Noel Pérez, Francisco Sebastian Granda, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva
2021 J jnl
ESeismic-GAN: A Generative Model for Seismic Events From Cotopaxi Volcano.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Felipe Grijalva, Washington Ramos, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
2020 J jnl
A New Volcanic Seismic Signal Descriptor and its Application to a Data Set From the Cotopaxi Volcano.
IEEE Trans. Geosci. Remote. Sens.
Noel Pérez, Pablo Venegas, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
2019 J jnl
Combining Filter-Based Feature Selection Methods and Gaussian Mixture Model for the Classification of Seismic Events From Cotopaxi Volcano.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pablo Venegas, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
2017 — conf
Understanding the Energy Saving Potential of Smart Scale Selection in the Viola and Jones Facial Detection Algorithm.
BIOIMAGING
Noel Pérez, Sérgio Faria, Miguel T. Coimbra
2015 J jnl
Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography.
Artif. Intell. Medicine
Noel Pérez, Miguel Ángel Guevara-López, Augusto Silva, Isabel Ramos
2014 C conf
Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection.
FedCSIS
Noel Pérez, Miguel A. Guevara, Augusto Silva, Isabel Ramos, Joana Loureiro
2013 — conf
Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis.
Computer-Aided Diagnosis
Noel Pérez, Miguel A. Guevara, Augusto Silva
2007 C conf
Set of Methods for Spontaneous ICH Segmentation and Tracking from CT Head Images.
CIARP
Noel Pérez, José A. Valdés, Miguel A. Guevara, Luis A. Rodríguez, J. M. Molina