Juan Pablo Serrano Rubio

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 10

Top Topics

Function Optimization

Energy Consumption

Image Segmentation

Multilayer Perceptron

Top Venues

GECCO (Companion)

Publications

Jesús Alfredo García-Limón, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán, Luz Maria Rodriguez-Vidal, Cesar Manuel Hernández-Mendoza
Embedded Implementation of the Hypersphere Neural Network for Energy Consumption Monitoring. MICAI (1) (2022)
Juan Pablo Serrano Rubio, Mateo D. M. Ruiz, Ulises Vidal-Espitia
Integrating remote sensing and image processing to test for disturbance effects in a post-hurricane mangrove ecosystem. Signal Image Video Process. 15 (2) (2021)
Ulises Vidal-Espitia, Juan Pablo Serrano Rubio, Mateo D. M. Ruiz, Rafael Herrera Guzmán
Cloud Landscape Images Segmentation Using Artificial Neural Networks and Amazon Web Services for Ecological Applications. SMC (2021)
Ignacio Segovia-Dominguez, Rafael Herrera Guzmán, Juan Pablo Serrano Rubio, Arturo Hernández Aguirre
Geometric probabilistic evolutionary algorithm. Expert Syst. Appl. 144 (2020)
José Alonso Aguirre-Núñez, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán
Non-Intrusive Appliance Load Monitoring in an Intelligent Device at the Edge layer. IJCNN (2020)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
An evolutionary algorithm using spherical inversions. Soft Comput. 22 (6) (2018)
Juan Manuel Banda-Chavez, Juan Pablo Serrano Rubio, Ander Osvaldo Manjarrez-Carrillo, Luz Maria Rodriguez-Vidal, Rafael Herrera Guzmán
Intelligent Wireless Sensor Network for Ornamental Plant Care. IECON (2018)
Juan Pablo Serrano Rubio, Richard M. Everson
Brain Tumour Segmentation Method Based on Supervoxels and Sparse Dictionaries. BrainLes@MICCAI (2) (2018)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
Hyperconic Multilayer Perceptron. Neural Process. Lett. 45 (1) (2017)
Juan Pablo Serrano Rubio, Rafael Herrera Guzmán, Arturo Hernández Aguirre
Hyperconic multilayer perceptron for function approximation. IECON (2015)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
SEA: an evolutionary algorithm based on spherical inversions. GECCO (Companion) (2014)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
Function Optimization in Conformal Space by Using Spherical Inversions and Reflections. IBERAMIA (2014)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
Color Image Segmentation with a Hyper-Conic Multilayer Perceptron. PSIVT (2013)
Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
A Conic Higher Order Neuron Based on Geometric Algebra and Its Implementation. MICAI (2) (2012)