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Jhon Ivan Pilataxi Pilataxi

Neural Architecture Search, Neuroevolución, Pattern Recognition

Inteligencia Computacional, UNIVERSIDAD DE CHILE. Chile, 2025

Profesor Auxiliar Full Time

UNIVERSIDAD DE VALPARAISO

Faculta de Ingeniería

Valparaíso, Chile

2026 - At present


Neuroevolutionary Convolutional Neural Network Design for Low-Resolution Face Recognition Pilataxi, Jhon; Perez, Juan P; Perez, Claudio A; Bowyer, Kevin W Article ISI IEEE ACCESS (2025)
Improved Search in Neuroevolution Using a Neural Architecture Classifier With the CNN Architecture Encoding as Feature Vector Perez, Claudio A. Article ISI SCOPUS IEEE Access (2024)
Iris Recognition Using an Enhanced Pre-Trained Backbone Based on Anti-Aliased CNNs Pilataxi, Jhon I.; Perez, Claudio A. Article ISI SCOPUS IEEE Access (2024)
Human Activity Recognition Using an Accelerometer Magnitude Value Pilataxi Piltaxi, Jhon Ivan; Trujillo Guerrero, Maria Fernanda; Benavides Laguapillo, Vanessa Carolina; Rosales Acosta, Jorge Andres; Botto-Tobar, M; Vizuete, MZ; Torres-Carrion, P; Leon, SM; Vasquez, GP; Durakovic, B Article ISI APPLIED TECHNOLOGIES (ICAT 2019), PT II (2020)
Design and Implementation of a Driving Assistance System in a Car-like Robot When Fatigue in the User is Detected Pilataxi, J.; Vinan, W; Chavez, D. Article ISI IEEE LATIN AMERICA TRANSACTIONS (2016)


Structured grammatical evolution for modeling the multi-band light curves of supernova Nicolás Fierro; Pilataxi, Jhon I. ConferencePaper (2022)
Vehicle Security and Alert System, Based on Facial Recognition and GPS Location Paul Espinosa; Pilataxi, Jhon I.; Luis Morales; Vanessa Benavides ConferencePaper (2020)
Design and implementation of a driving assistance system in a car like robot when fatigue in the user is detected Pilataxi, Jhon I.; Vinan, W; Chavez, D. ConferencePaper

3

Claudio Perez

Profesor TItular

DEPARTAMENTO DE INGENIERÍA ELÉCTRICA, UNIVERSIDAD DE CHILE

Santiago, Chile

8

Jhon Pilataxi