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Noel Pérez
Noel Pérez
College of Science and Engineering, Universidad San Francisco de Quito USFQ
Bestätigte E-Mail-Adresse bei usfq.edu.ec
Titel
Zitiert von
Zitiert von
Jahr
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
712015
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
332014
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
262020
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
242019
ESeismic: Towards an Ecuadorian volcano seismic repository
N Pérez, D Benítez, F Grijalva, R Lara-Cueva, M Ruiz, J Aguilar
Journal of Volcanology and Geothermal Research 396, 106855, 2020
232020
Spontaneous intracerebral hemorrhage image analysis methods: A survey
N Pérez, J Valdés, M Guevara, A Silva
Advances in computational vision and medical image processing, 235-251, 2009
22*2009
Set of methods for spontaneous ICH segmentation and tracking from CT head images
N Pérez, JA Valdés, MA Guevara, LA Rodríguez, JM Molina
Iberoamerican Congress on Pattern Recognition, 212-220, 2007
142007
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
122019
Exploring the unsupervised classification of seismic events of Cotopaxi volcano
A Duque, K González, N Pérez, D Benítez, F Grijalva, R Lara-Cueva, ...
Journal of Volcanology and Geothermal Research 403, 107009, 2020
112020
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
102013
Ensemble features selection method as tool for breast cancer classification
N Pérez, A Silva, I Ramos
Int. J. Image Min 1 (2/3), 224, 2015
92015
EVALUATION OF FEATURES SELECTION METHODS FOR BREAST CANCER CLASSIFICATION
N Pérez, MA Guevara, A Silva
15th International Conference on Experimental Mechanics, 10, 2012
82012
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
72020
Automatic ladybird beetle detection using deep-learning models
P Venegas, F Calderon, D Riofrío, D Benítez, G Ramón, ...
Plos one 16 (6), e0253027, 2021
62021
On finding possible frequencies for recognizing microearthquakes at Cotopaxi volcano: A machine learning based approach
R Lara-Cueva, JC Larco, DS Benítez, N Pérez, F Grijalva, M Ruiz
Journal of Volcanology and Geothermal Research 407, 107092, 2020
52020
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
52020
Research methodology: An example in a real project
N Pérez
Laboratory of Optics and Experimental Mechanics, Instituto de Engenharia …, 2009
52009
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
42021
Grid computing for breast cancer CAD. A pilot experience in a medical environment
R Ramos-Pollan
4th Iberian Grid Infrastructure Conference, 307-318, 2010
42010
Coccinellidae beetle specimen detection using convolutional neural networks
M Vega, DS Benítez, N Pérez, D Riofrío, G Ramón, D Cisneros-Heredia
2021 IEEE Colombian Conference on Applications of Computational Intelligence …, 2021
32021
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