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ORCIDJuan Pablo Serrano-Rubio
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- affiliation: Tecnológico Nacional de México, ITS de Irapuato, Mexico
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2020 – today
- 2025
[j6]Gerardo Asael López-Alfaro, Juan Pablo Serrano-Rubio, Luz Maria Rodriguez-Vidal, Rafael Herrera Guzmán:
Integrating remote sensing, image processing and machine learning algorithms for the recognition and counting of agave plants. Signal Image Video Process. 19(11): 910 (2025)- 2022
- [j5]Erick-Alejandro González-Barbosa
, Max A. González-Palacios, Luz Antonio Aguilera-Cortés, José-Joel González-Barbosa, Juan Pablo Serrano-Rubio, José Ángel Colin Robles:
Energy consumption analysis for an adaptive prototype of 3R industrial robot. Robotica 40(11): 4143-4168 (2022) - [c10]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: 38-51 - 2021
- [j4]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): 351-359 (2021) - [c9]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: 2063-2068 - 2020
- [j3]Ignacio Segovia-Dominguez, Rafael Herrera Guzmán, Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre:
Geometric probabilistic evolutionary algorithm. Expert Syst. Appl. 144: 113080 (2020) - [c8]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: 1-8
2010 – 2019
- 2018
- [j2]Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
An evolutionary algorithm using spherical inversions. Soft Comput. 22(6): 1993-2014 (2018) - [c7]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: 2723-2728 - [c6]Juan Pablo Serrano-Rubio, Richard M. Everson:
Brain Tumour Segmentation Method Based on Supervoxels and Sparse Dictionaries. BrainLes@MICCAI (2) 2018: 210-221 - 2017
- [j1]Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
Hyperconic Multilayer Perceptron. Neural Process. Lett. 45(1): 29-58 (2017) - 2015
- [c5]Juan Pablo Serrano-Rubio, Rafael Herrera Guzmán, Arturo Hernández Aguirre:
Hyperconic multilayer perceptron for function approximation. IECON 2015: 4702-4707 - 2014
- [c4]Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
SEA: an evolutionary algorithm based on spherical inversions. GECCO (Companion) 2014: 63-64 - [c3]Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
Function Optimization in Conformal Space by Using Spherical Inversions and Reflections. IBERAMIA 2014: 418-429 - 2013
- [c2]Juan Pablo Serrano-Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
Color Image Segmentation with a Hyper-Conic Multilayer Perceptron. PSIVT 2013: 360-371 - 2012
- [c1]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: 223-235
Coauthor Index
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