Juan Pablo Serrano-Rubio

16 papers B 2C 3Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Integrating remote sensing, image processing and machine learning algorithms for the recognition and counting of agave plants.
Signal Image Video Process.
Gerardo Asael López-Alfaro, Juan Pablo Serrano-Rubio, Luz Maria Rodriguez-Vidal, Rafael Herrera Guzmán
2022 — conf
Embedded Implementation of the Hypersphere Neural Network for Energy Consumption Monitoring.
MICAI (1)
Jesús Alfredo García-Limón, Juan Pablo Serrano-Rubio, Rafael Herrera Guzmán, Luz Maria Rodriguez-Vidal, Cesar Manuel Hernández-Mendoza
2022 J jnl
Energy consumption analysis for an adaptive prototype of 3R industrial robot.
Robotica
Erick-Alejandro González-Barbosa, Max A. González-Palacios, Luz Antonio Aguilera-Cortés, José-Joel González-Barbosa, Juan Pablo Serrano-Rubio, José Ángel Colin Robles
2021 B conf
Cloud Landscape Images Segmentation Using Artificial Neural Networks and Amazon Web Services for Ecological Applications.
SMC
Ulises Vidal-Espitia, Juan Pablo Serrano-Rubio, Mateo D. M. Ruiz, Rafael Herrera Guzmán
2021 J jnl
Integrating remote sensing and image processing to test for disturbance effects in a post-hurricane mangrove ecosystem.
Signal Image Video Process.
Juan Pablo Serrano-Rubio, Mateo D. M. Ruiz, Ulises Vidal-Espitia
2020 J jnl
Geometric probabilistic evolutionary algorithm.
Expert Syst. Appl.
Ignacio Segovia-Dominguez, Rafael Herrera Guzmán, Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre
2020 B conf
Non-Intrusive Appliance Load Monitoring in an Intelligent Device at the Edge layer.
IJCNN
José Alonso Aguirre-Núñez, Juan Pablo Serrano-Rubio, Rafael Herrera Guzmán
2018 J jnl
An evolutionary algorithm using spherical inversions.
Soft Comput.
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
2018 — conf
Brain Tumour Segmentation Method Based on Supervoxels and Sparse Dictionaries.
BrainLes@MICCAI (2)
Juan Pablo Serrano-Rubio, Richard M. Everson
2018 C conf
Intelligent Wireless Sensor Network for Ornamental Plant Care.
IECON
Juan Manuel Banda-Chavez, Juan Pablo Serrano-Rubio, Ander Osvaldo Manjarrez-Carrillo, Luz Maria Rodriguez-Vidal, Rafael Herrera Guzmán
2017 J jnl
Hyperconic Multilayer Perceptron.
Neural Process. Lett.
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
2015 C conf
Hyperconic multilayer perceptron for function approximation.
IECON
Juan Pablo Serrano-Rubio, Rafael Herrera Guzmán, Arturo Hernández Aguirre
2014 — conf
Function Optimization in Conformal Space by Using Spherical Inversions and Reflections.
IBERAMIA
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
2014 — conf
SEA: an evolutionary algorithm based on spherical inversions.
GECCO (Companion)
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
2013 C conf
Color Image Segmentation with a Hyper-Conic Multilayer Perceptron.
PSIVT
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán
2012 — conf
A Conic Higher Order Neuron Based on Geometric Algebra and Its Implementation.
MICAI (2)
Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán