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Noel Pérez-Pérez
Noel Pérez-Pérez
College of Science and Engineering, Universidad San Francisco de Quito USFQ
E-mail confirmado em usfq.edu.ec
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Ano
Improving the Mann–Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography
NP Pérez, MAG López, A Silva, I Ramos
Artificial intelligence in medicine 63 (1), 19-31, 2015
902015
ESeismic: Towards an Ecuadorian volcano seismic repository
N Pérez, D Benitez, F Grijalva, R Lara-Cueva, M Ruiz, J Aguilar
Journal of Volcanology and Geothermal Research 396, 106855, 2020
392020
Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection
N Pérez, MA Guevara, A Silva, I Ramos, J Loureiro
2014 Federated Conference on Computer Science and Information Systems, 209-217, 2014
372014
A new volcanic seismic signal descriptor and its application to a data set from the cotopaxi volcano
N Perez, P Venegas, D Benitez, R Lara-Cueva, M Ruiz
IEEE Transactions on Geoscience and Remote Sensing 58 (9), 6493-6503, 2020
322020
Combining filter-based feature selection methods and gaussian mixture model for the classification of seismic events from cotopaxi volcano
P Venegas, N Pérez, D Benítez, R Lara-Cueva, M Ruiz
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
312019
Exploring the unsupervised classification of seismic events of Cotopaxi volcano
A Duque, K Gonzalez, N Perez, D Benitez, F Grijalva, R Lara-Cueva, ...
Journal of Volcanology and Geothermal Research 403, 107009, 2020
222020
Building machine learning models for long-period and volcano-tectonic event classification
P Venegas, N Pèrez, DS Benítez, R Lara-Cueva, M Ruiz
2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering …, 2019
192019
Spontaneous intracerebral hemorrhage image analysis methods: A survey
N Pérez, J Valdés, M Guevara, A Silva
Advances in Computational Vision and Medical Image Processing: Methods and …, 2009
19*2009
Automatic ladybird beetle detection using deep-learning models
P Venegas, F Calderon, D Riofrío, D Benítez, G Ramón, ...
Plos one 16 (6), e0253027, 2021
142021
Set of methods for spontaneous ICH segmentation and tracking from CT head images
N Pérez, JA Valdés, MA Guevara, LA Rodríguez, JM Molina
Progress in Pattern Recognition, Image Analysis and Applications: 12th …, 2007
132007
Improving breast cancer classification with mammography, supported on an appropriate variable selection analysis
N Pérez, MA Guevara, A Silva
Medical Imaging 2013: Computer-Aided Diagnosis 8670, 520-533, 2013
122013
ESeismic-GAN: a generative model for seismic events from Cotopaxi Volcano
F Grijalva, W Ramos, N Perez, D Benitez, R Lara-Cueva, M Ruiz
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
112021
On finding possible frequencies for recognizing microearthquakes at Cotopaxi volcano: A machine learning based approach
R Lara-Cueva, JC Larco, DS Benitez, N Perez, F Grijalva, M Ruiz
Journal of Volcanology and Geothermal Research 407, 107092, 2020
112020
Ensemble features selection method as tool for breast cancer classification
N Pérez, A Silva, I Ramos
International Journal of Image Mining 1 (2-3), 224-244, 2015
112015
An approach to automatic classification of Culicoides species by learning the wing morphology
P Venegas, N Pérez, S Zapata, JD Mosquera, D Augot, JL Rojo-Álvarez, ...
PloS one 15 (11), e0241798, 2020
102020
Network science and group fusion similarity-based searching to explore the chemical space of antiparasitic peptides
S Ayala-Ruano, Y Marrero-Ponce, L Aguilera-Mendoza, N Perez, ...
ACS omega 7 (50), 46012-46036, 2022
92022
Toward real-time volcano seismic events’ classification: A new approach using mathematical morphology and similarity criteria
N Pérez, FS Granda, D Benítez, F Grijalva, R Lara
IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2021
82021
Deep-learning for volcanic seismic events classification
A Salazar, R Arroyo, N Pérez, D Benítez
2020 IEEE Colombian Conference on Applications of Computational Intelligence …, 2020
82020
EVALUATION OF FEATURES SELECTION METHODS FOR BREAST CANCER CLASSIFICATION
N Pérez, MA Guevara, A Silva
15th International Conference on Experimental Mechanics, 10, 2012
82012
Research methodology: An example in a real project
N Pérez
Laboratory of Optics and Experimental Mechanics, Instituto de Engenharia …, 2009
72009
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Artigos 1–20