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Juan Pablo Serrano Rubio

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Journal Articles

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2021
[j4]
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  - journals/sivp/RubioRV21
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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)
2020
[j3]
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  - journals/eswa/Segovia-Dominguez20
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Ignacio Segovia-Dominguez, Rafael Herrera Guzmán, Juan Pablo Serrano Rubio, Arturo Hernández Aguirre:
Geometric probabilistic evolutionary algorithm. Expert Syst. Appl. 144: 113080 (2020)
2018
[j2]
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  - journals/soco/RubioAG18
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Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
An evolutionary algorithm using spherical inversions. Soft Comput. 22(6): 1993-2014 (2018)
2017
[j1]
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Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
Hyperconic Multilayer Perceptron. Neural Process. Lett. 45(1): 29-58 (2017)

Conference and Workshop Papers

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2022
[c10]
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  - conf/micai/Garcia-LimonRGR22
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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
[c9]
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  - conf/smc/Vidal-EspitiaRR21
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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
[c8]
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  - conf/ijcnn/Aguirre-NunezRG20
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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
2018
[c7]
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  - conf/iecon/Banda-ChavezRMR18
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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]
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Juan Pablo Serrano Rubio, Richard M. Everson:
Brain Tumour Segmentation Method Based on Supervoxels and Sparse Dictionaries. BrainLes@MICCAI (2) 2018: 210-221
2015
[c5]
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  - conf/iecon/RubioGA15
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Juan Pablo Serrano Rubio, Rafael Herrera Guzmán, Arturo Hernández Aguirre:
Hyperconic multilayer perceptron for function approximation. IECON 2015: 4702-4707
2014
[c4]
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  - conf/gecco/RubioAG14
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Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán:
SEA: an evolutionary algorithm based on spherical inversions. GECCO (Companion) 2014: 63-64
[c3]
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  - conf/iberamia/RubioAG14
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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]
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  - conf/psivt/RubioHG13
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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]
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  - conf/micai/RubioAG12
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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

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