Noel Pérez

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 8

Top Topics

Feature Selection

Network Intrusion Detection

Gaussian Mixture

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Artif. Intell. Medicine

Publications

Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Noel Pérez, Diego S. Benítez, Maria G. Baldeon Calisto, David Fernández
Standard Latent Space Dimension for Network Intrusion Detection Systems Datasets. IEEE Access 11 (2023)
Ricardo Flores Moyano, Alejandro Duque, Daniel Riofrío, Diego S. Benítez, Noel Pérez, Maria G. Baldeon Calisto, David Fernández
A Feature Selection Approach Towards the Standardization of Network Security Datasets. NetSoft (2023)
Noel Pérez, Francisco Sebastian Granda, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva
Toward Real-Time Volcano Seismic Events' Classification: A New Approach Using Mathematical Morphology and Similarity Criteria. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Noel Pérez, Pablo Venegas, Diego S. Benítez, Felipe Grijalva, Román A. Lara-Cueva, Mario Ruiz
Benchmarking Seismic-Based Feature Groups to Classify the Cotopaxi Volcanic Activity. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Felipe Grijalva, Washington Ramos, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
ESeismic-GAN: A Generative Model for Seismic Events From Cotopaxi Volcano. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Noel Pérez, Pablo Venegas, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
A New Volcanic Seismic Signal Descriptor and its Application to a Data Set From the Cotopaxi Volcano. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Pablo Venegas, Noel Pérez, Diego S. Benítez, Román A. Lara-Cueva, Mario Ruiz
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. 12 (6) (2019)
Noel Pérez, Sérgio Faria, Miguel T. Coimbra
Understanding the Energy Saving Potential of Smart Scale Selection in the Viola and Jones Facial Detection Algorithm. BIOIMAGING (2017)
Noel Pérez, Miguel Ángel Guevara-López, Augusto Silva, Isabel Ramos
Improving the Mann-Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography. Artif. Intell. Medicine 63 (1) (2015)
Noel Pérez, Miguel A. Guevara, Augusto Silva, Isabel Ramos, Joana Loureiro
Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection. FedCSIS (2014)
Noel Pérez, Miguel A. Guevara, Augusto Silva
Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis. Medical Imaging: Computer-Aided Diagnosis (2013)
Noel Pérez, José A. Valdés, Miguel A. Guevara, Luis A. Rodríguez, J. M. Molina
Set of Methods for Spontaneous ICH Segmentation and Tracking from CT Head Images. CIARP (2007)