PUBLICATIONS/PUBLICACIONES

2025

• Benavides-Alvarez Cesar, Zúñiga-López Arturo, *Avilés-Cruz Carlos, Eduardo Rodríguez Martínez, Andrés Ferreyra Ramírez and Miriam Aguilar Sánchez, "Improvement in the classification of EMG signals through a convolutional neural network",  Neural Computing and Applications, springer, ISSN 0941-0643. https://doi.org/10.1007/s00521-025-11456-3, indexado en Scopus. JCR-Science Citation, Index-Q1 (*Autor de correspondencia). Published 03 July 2025. 

• Avilés-Cruz Carlos, Magos-Rivera Miguel, Robert Jäckel, Hector Puebla, and Ramírez-Muñoz Jorge. "Deep Learning Model for Flow Regime Identification in Mixing Tanks from", Flow Measurement and Instrumentation (ELSEVIER), 30 mayo 2025, ISSN 0955-5986, DOI: https://doi.org/10.1016/j.flowmeasinst.2025.102958, JCR-Science Citation Index-Q2. En línea 27 junio 2025.

• Escudero-Celis Gabriel, Avilés-Cruz Carlos, Zúñiga-López Arturo, and Benavides-Alvarez Cesar, "Generative Artificial Intelligence-Based Efficient Airfoil Design Employing a 3-GAN Model",  Lecture Notes in Network and Systems LNNS, ISSN 2367-3370, Springer. indexado en Scopus. Aceptado para publicación.

• *Carlos Avilés-Cruz, Arturo Zúñiga-López, Cesar Benavides-Alvarez, Andrés Ferreyra-Ramírez and Miriam Aguilar-Sánchez, "Improving the teaching of the digital signal processing course for undergraduate students in electrical engineering”, Discover Education 4, 49 (2025). https://doi.org/10.1007/s44217-025-00437-2, ISSN 2731-5525, Publicado 04 marzo 2025 (*Corresponding author).

• Avilés-Cruz C., Aguilar Sánchez M., Vargas Arista B. and Escudero-Celis G.,"A deep learning model to identify the initial parameters of dissimilar welded joints under impact fracture", Welding in the World, ISSN 0043-2288, DOI https://doi.org/10.1007/s40194-025-01944-4, JCR-Science Citation, Index-Q1. Published: 24 January 2025, online.

2024

• Avilés-Cruz C., Aguilar Sánchez M., Vargas Arista B. and Garfias Garcia E.,"A new machine learning-based evaluation of ductile fracture", Engineering Fracture Mechanics, ISSN 0013-7944, Vol. 302, pages 110072, 2024. https://doi.org/10.1016/j.engfracmech.2024.110072. JCR-Science Citation Index-Q1.

• Magos-Rivera Miguel, Avilés-Cruz Carlos and Ramírez-Muñoz Jorge. "A Novel Experimental Apparatus for Characterizing Flow Regime in Mechanically Stirred Tanks through Force Sensors", Sensors 2024, 24, 2319. https://doi.org/10.3390/s24072319. ISSN 1424-8220, JCR-Science Citation Index-Q1.

• Embriz-Islas, Cesar, Benavides-Alvarez, Cesar, *Avilés-Cruz, Carlos, Zúñiga-López, Arturo, Ferreyra-Ramírez, Andrés and Rodríguez-Martínez, Eduardo, "Speech Recognition in Digital Videos Without Audio Using Convolutional Neural Networks",  Journal of Intelligent & Fuzzy Systems, vol. Pre-press, Jan. 2024 : 1 – 12, ISSN 1064-1246, DOI:10.3233/JIFS-219346, JCR-Science Citation Index-Q2 (* corresponding author).

• Cinthya Noemí León Sánchez, Cesar Benavides Alvarez, Carlos Avilés Cruz, Arturo Zúñiga López y Gabriel de Jesus Celis Escudero, "SISTEMA DE CONTROL DE MANO ROBÓTICA POR MEDIO DE UNA RASPBERRY PI Y UNA INTERFAZ EN PYTHON", Enero-Junio 2024, Pistas Educativas, Volumen 45, Número 147, ISSN 1405-1249, Latindex.

• Elohim Ramírez, Cesar Benavides-Alvarez, Carlos Aviles-Cruz and Arturo Zúñiga-López, "Android application to classify signage on university campuses using machine learning", Research in Computing Science (Latindex), 153(7) 2024, 139-150p., ISSN 1870-4069. publicado julio 2024.

• José Antonio Lara Chávez, Carlos Aviles-Cruz and Miguel Magos Rivera, "Deep Learning model for printed circuit board inspection", Research in Computing Science (Latindex), 153(8), 2024, 199-212p., ISSN 1870-4069. Publicado agosto 2024.

• Arturo Zúñiga-López, Jesus Barranco-Castillo, Carlos Aviles-Cruz y Cesar Benavides-Alvarez, "Análisis de ataques de denegación de servicio distribuidos (DDoS) en un conjunto de datos usando aprendizaje automático", Research in Computing Science (Latindex),153(8), 2024, 221-229p., ISSN 1870-4069. Publicado agosto 2024.

• Aguilar-Sanchez M, Aviles-Cruz C, "Statistical properties from fractographies", Journal of Physics: Conference Series, ISSN 1742-6596,  Accepted for publication.

• Aguilar Sánchez M, Vargas Arista B, Garfias Garcia E, Muñoz Andrade JD, Avilés-Cruz C, Villegas- Cardenas JD, Burgoa-Garcia K.S. and Rico-Gomez B.E., "Weldability analysis through a modified Impact Energy Test in steels dissimilar welding", Journal of Physics: Conference Series, ISSN 1742-6596,  Accepted for publication.

2023

• Aviles-Cruz, C., Celis-Escudero, G.J., "3G-AN: Triple-Generative Adversarial Network Under Corse-Medium-Fine Generator Architecture", IEEE Access,  2023, 11, pp. 105344–105354, ISSN 2169-3536, JCR-Science Citation Index-Q1.

• Rodriguez-Martinez, E., Benavides-Alvarez, C., *Aviles-Cruz, C., Lopez-Saca, F., Ferreyra-Ramirez, A., "Improved Parallel Implementation of 1D Discrete Wavelet Transform Using CPU-GPU", Electronics (Switzerland), 2023, 12(16), 3400, ISSN 2079-9292 ,JCR-Science Citation Index-Q2 (* corresponding author).

• Gabriel de Jesus Celis Escudero, Cesar Benavides Alvarez, Arturo Zúñiga López, Carlos Avilés Cruz, Andrés Ferreyra Ramírez, "DISEÑO DE UNA CNC DE CORTE LÁSER DE 3 EJES CONTROLADO POR ARDUINO CON UNA INTERFAZ PROGRAMADA EN PYTHON", 2023/3/13, Pistas Educativas, Volumen 44, Número 144, ISSN 1405-1249, Latindex.

• Cesar Embriz-Islas, Benavides-Alvarez, C, Carlos Aviles-Cruz and Arturo Zúñiga-López, " Reconocimiento del habla en videos digitales usando redes neuronales convolucionales ", Research in Computing Science (Latindex) 2023. Vol. 152, No 6, pp 175–188; recibido. 2023-04-17; 2023-05-01, ISSN 1870-4069 

2022

• Osuna-Galán, Ismael, Yolanda Pérez-Pimentel, and Carlos Aviles-Cruz. 2022. "A Novel 2D Clustering Algorithm Based on Recursive Topological Data Structure" Symmetry 14, no. 4: 781. https://doi.org/10.3390/sym14040781. ISSN 2073-8994, JCR-Science Citation Index-Q2. (* corresponding author).

2021

• Cesar Benavides-Alvarez, *Carlos Avilés-Cruz, Eduardo Rodríguez-Martínez, Arturo Zúñiga López and Andrés Ferreyra Ramírez,  "Recovery of natural scenery image by content using Wiener-Granger causality: a self-organizing methodology", Applied Sciences, 2021, 11(19), 8795, https://doi.org/10.3390/app11198795, ISSN 2076-3417. JCR-Science Citation Index-Q2. (* corresponding author)

• J.Cesar Elizalde-Silva, *Carlos Aviles-Cruz and Arturo Zúñiga-López, "Sistema basado en Inteligencia Artificial para la identificación de cubreboca y su correcto uso", Research in Computing Science (Latindex) 2021. ISSN 1870-4069. ACEPTADO. (* corresponding author)

• Luis Norberto Zúñiga-Morales, Arturo Zúñiga-López, *Carlos Aviles-Cruz, "Análisis preliminar del sentimiento sobre la vacunación del COVID-19 en México", Research in Computing Science (Latindex) 2021. ISSN 1870-4069. ACEPTADO.

• Villegas-Cortez, C. Benavides-Alvarez, C. Avilés-Cruz, G. Román-Alonso, F. Fernández De Vega and F. Chávez de la O and S. Cordero-Sánchez, "Interest points reduction using evolutionary algorithms and CBIR for face recognition", The Visual Computer, ISSN/eISSN: 0178-2789/1432-2315. (2021), 37, 1883-1897, 1.527 impact factor. DOI: 10.1007/s00371-020-01949-8, JCR-Science Citation Index-Q2.  

2020 

• Andrés Ferreyra-Ramírez, Eduardo Rodríguez-Martínez, *Carlos Avilés-Cruz and Fidel López-Saca.  "Image Retrieval System based on a Binary Auto-Encoder and a Convolutional Neural Network". Revista IEEE Latin America, Vo. 18, No. 11, 1925-1932 pp. November 2020. JCR-Science Citation Index, ISSN: 1548-0992. 2020.(* corresponding author). JCR-Science Citation Index-Q3.

• Arturo Zúñiga-López and *Carlos Avilés Cruz. “Digital signal processing course on Jupyter-python notebook for electronics undergraduates”, Computer Applications in Engineering Education,2020;28:1045-1057. ISSN 1061-3773, JCR-Science Citation Index-Q2, (* corresponding author). September 08, 2020, https://doi.org/10.1002/cae.22277.

• Lopez-Saca, F. , Avilés-Cruz, C. , Magos-Rivera, M. , Lara-Chávez, J. 'Automatic Product Identification Based on Deep-Learning Theory in an Assembly Line'. World Academy of Science, Engineering and Technology, Open Science Index 166, International Journal of Educational and Pedagogical Sciences, 14(10), pp. 994 - 1001.2020, ISNI:0000000091950263.

• Arturo Zúñiga-López, *Carlos Aviles-Cruz, Andrés Ferreyra-Ramirez, Eduardo Rodríguez-Martínez, "Jupyter-Notebook: A digital signal processing course enriched through the Octave programming language", Advances in Intelligent Systems and Computing, Springer. 2020. ISSN: 2194-5357, Vol. 1228, 774-784 pp. https://doi.org/10.1007/978-3-030-52249-0_52. (* corresponding author) 

• Israel Santoyo Luevano, Carlos Avilés-Cruz y Arturo Zúñiga-López,  "Sistema Portátil no Invasivo para el Monitoreo y Desplegado de los Signos Vitales de Pacientes en Salas de Urgencias en un Dispositivo Móvil",  Research in Computing Science (Latindex) 2020. ISSN 1870-4069. ACEPTADO

• Arturo Zúñiga-López, *Carlos Aviles-Cruz, Andrés Ferreyra-Ramirez, Eduardo Rodríguez-Martínez, "Algoritmo de clasificación basado en la función Softmax", Research in Computing Science (Latindex) 2020. ISSN 1870-4069. ACEPTADO.

2019

• Carlos Avilés-Cruz, Eduardo Rodríguez-Martínez, Juan Villegas-Cortez and Andrés Ferreyra-Ramirez. “Granger-Causality: An efficient single user movement recognition using a smartphone accelerometer sensor”, Pattern Recognition Letters, 125(2019), 576-583 pp., ISSN 0167-8655, DOI: https://doi.org/10.1016/j.patrec.2019.06.029. JCR-Science Citation Index-Q1.

• Cesar Benavides-Alvarez, Juan Villegas-Cortez, Graciela Román-Alonso and Carlos Avilés-Cruz, "Wiener–Granger Causality theory supported by a Genetic Algorithm to characterize natural scenery", Electronics 8(7), 726, 2019, 26 pages, ISSN 2079-9292. JCR-Science Citation Index-Q2.

• Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Eduardo Rodríguez-Martínez, Arturo Zúñiga-López and Juan Villegas-Cortez, "An improved convolutional neural network architecture for image classification",In: Carrasco-Ochoa J., Martínez-Trinidad J., Olvera-López J., Salas J. (eds) Pattern Recognition. MCPR 2019. Lecture Notes in Computer Science, vol 11524. Springer, Cham, 2019, 89-101 pp. ISSN: 0302-9743, DOI: https://doi.org/10.1007/978-3-030-21077-9_9, ISBN 978-3-030-21076-2.

• Carlos Aviles-Cruz, Juan Villegas-Cortez, Arturo Zúñiga-López, Ismael Osuna-Galán, Yolanda Pérez-Pimentel and Salomón Cordero-Sánchez. “Logic gate integrated circuit identification through augmented reality and a smartphone", in Advances in Intelligent Systems and Computing, Springer. 2019. vol 997, 73-85 pp., ISSN: 2194-5357, DOI:  https://doi.org/10.1007/978-3-030-22871-2_6.

• Carlos Avilés Cruz, Andrés Ferreyra-Ramírez, Arturo Zúñiga-López and Juan Villegas Cortez. “Coarse-Fine Convolutional Deep-Learning Strategy  for Human Activity Recognition”, Sensors 2019, 19(7), 1556, 16 pages, ISSN 1424-8220, https://doi.org/10.3390/s19071556, JCR-Science Citation Index-Q1, 

• Carlos Avilés Cruz and Juan Villegas Cortez. “A smartphone-based augmented reality system for university students for learning digital electronics ”, Computer Applications in Engineering Education,Vol. 27, Issue 3, 615-630 pp. May 2019,  ISSN 1061-3773,https://doi.org/10.1002/cae.22102, JCR-Science Citation Index-Q2,

• Ismael Osuna-Galán, Yolanda Pérez-Pimentel, Carlos Avilés-Cruz* and Juan Villegas-Cortez, "Topology: A theory of a pseudometric-based clustering model and its application in content-based image retrieval", Mathematical problems in Engineering. Volume 2019, Article ID 4540731, 14 pages, https://doi.org/10.1155/2019/4540731, ISSN 1024-123X, JCR-Science Citation Index-Q2. (* corresponding author).

• Fidel Lopez-Saca, Andrés Ferreyra-Ramírez and Carlos Avilés-Cruz, "Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes",  Research in Computing Science 148(7) (Latindex) 2019. 391-404 pp. ISSN 1870-4069.

• Gabriel De Jesús Celis-Escudero, Juan Villegas-Cortez, Carlos Aviles-Cruz, Arturo Zuñiga-López, Román-Anselmo Mora-Gutiérrez and Cesar Benavides-Alvarez, "Clasificación de maderas por corte usando su propio contenido de textura usando la metodología CBIR",  Research in Computing Science 148(7) (Latindex) 2019, 79-90 pp. ISSN 1870-4069.

2018 

• Ismael Osuna-Galán, Yolanda Pérez-Pimentel, Carlos Avilés-Cruz and Juan Villegas-Cortez, "Power supply Management for an Electric Vehicle Using Fuzzy Logic", Applied Computational Intelligence and Soft Computing, Vol. 2018, 9 pp., Nov 2018, Web of Science indexing. DOI: https://doi.org/10.1155/2018/2846748.

• J. Villegas-Cortez, C. Avilés-Cruz, A. Zúñiga-López, S. Cordero-Sanchez, F. Fernández De Vega and F. Chávez de la O, "Evolution of Statistical Descriptors for the Image Recognition of Natural Sceneries by Means of Genetic Programming for CBIR Improvement," 2018 Seventeenth Mexican International Conference on Artificial Intelligence (MICAI), Guadalajara, Mexico, 2018, pp. 45-50. IEEE Conference Publications (ISI Thomson’s Scientific and Technical Proceedings).

• Fernando Reyes Avilés y Carlos Avilés Cruz*. “Handheld augmented reality system for resistive electric circuits understanding for undergraduate students ”, Computer Applications in Engineering Education, Volume26, Issue3, May 2018, Pages 602-616, ISSN 1061-3773, JCR-Science Citation Index., https://doi.org/10.1002/cae.21912.(* corresponding author).

• C. Avilés-Cruz, J. Villegas-Cortez, A. Zuniga López, A. Ferreyra-Ramírez y E. Rodríguez Martínez, "Identificación automática de compuertas digitales con dispositivo móvil y realidad aumentada", Pistas Educativas (Latin Index), pp. 318-329. Vol. 40, No. 130, Noviembre 2018. ISSN 2448-847X.

• René Erik Estrada Chávez, C. Avilés-Cruz, J. Villegas-Cortez y A. Zuniga López, "Micrófono vocal con respuesta en frecuencia adaptable", Pistas Educativas (Latin Index), pp. 427-444. Vol. 40, No. 130, Noviembre 2018. ISSN 2448-847X.

• Fidel López Saca, Andrés Ferreyra Ramírez y  C. Avilés-Cruz, "Prototipo funcional para clasificación de imágenes con salida de audio en un sistema embebido con red neuronal convolucional", Pistas Educativas (Latin Index), pp. 804-821. Vol. 40, No. 130, Noviembre 2018. ISSN 2448-847X.

• Fidel Lopez-Saca, Carlos Avilés-Cruz, Andrés Ferreyra-Ramírez, Juan Villegas-Cortez, Arturo Zuñiga-López and Eduardo Rodriguez-Martinez, "Preprocesamiento de bases de datos de imágenes para mejorar el rendimiento de redes neuronales convolucionales",  Research in Computing Science (Latindex) 2018. ISSN 18704069. In press.

• Ismael Osuna-Galán, Yolanda Perez-Pimentel, Juan Villegas-Cortez and Carlos Avilés-Cruz. "Diseño de un Sistema de Suministro de Energía para vehículos eléctricos usando lógica difusa". Research in Computing Science 147(6)(Latindex), pp. 343-354, 2018. ISSN 1870-4069.

• Arturo Zuñiga Lopez, Juan Villegas-Cortez, Carlos Aviles-Cruz, Eduardo Rodriguez-Martinez and Andres Ferreyra-Ramirez, "Reconocimiento de rostros por medio de Openface en una Raspberry Pi", Research in Computing Science (Latindex) 2018. ISSN 18704069. In press.

• Josué Cirilo Cruz, Arturo Zuñiga López, Carlos Avilés Cruz y Juan Villegas Cortez, "Análisis de ataques de red del tipo DHCP spoofing, TCP SYN flood y paquetes malformados", Pistas Educativas (Latin Index), pp. 318-334. No. 128, Febrero 2018. ISSN 2448-847X.

• Fernando Reyes Avilés y Carlos Avilés Cruz,  "Volmetro bluetooth y despliegue en smartphone",  Pistas Educativas (Latin Index), pp. 1312-1330. No. 128, Febrero 2018. ISSN 2448-847X.

2017

• Fernando Reyes Avilés y Carlos Avilés Cruz. “Mobile Augmented Reality on Electric Circuits”, Computing Conference 2017, 18-20 July 2017 London, UK

• Fernando Reyes Avilés y Carlos Avilés Cruz. "VOLTMETRO BLUETOOTH Y DESPLIEGUE EN SMARTPHONE". Congreso nacional de ingeniería electrónica SENIE 2017, León-México, Octubre 2017.

• Josué Cirilo Cruz, Arturo Zuñiga López, Carlos Avilés Cruz y Juan Villegas Cortez, "Análisis de ataques de red del tipo DHCP spoofing, TCP SYN flood y paquetes malformados", Congreso nacional de ingeniería electrónica SENIE 2017, León-México, Octubre 2017.

• Juan Villegas-Cortez, Carlos Avilés-Cruz, Josué Cirilo-Cruz and Arturo Zuñiga-López. Chapter: EEG Signal Implementation of Movement Intention for the Teleoperation of the Mobile Differential Robot. Book: Results of the Numerical and Evolutionary Optimization, Series: Studies in Computational Intelligence, Vol. 663. Pages: 333-355. Hardcover ISBN 978-3-319-44002-6. Series ISSN 1860-949X. Hardcover published in September 2016, Copyright 2017. Springer International Publishing

2016

_             Fernando Ramírez-Rojas and Carlos Avilés-Cruz,” A NEW 3D ENVIRONMENT TOOL FOR ELECTRIC CIRCUITS SIMULATION”, Canedian Journal of Electrical and Computer Engineering,  ISSN 0840-8688, JCR-Science Citation Index. Vol 39, No 3, pp 210-218, summer 2016.

_              Cesar Benavides Alvarez; Juan Villegas Cortez; Graciela Román Alonso; Carlos Aviles Cruz. Clasificación de rostros por análisis de textura local con CBIR y puntos de interés SURF (Face Classification by Local Texture Analysis through CBIR and SURF Points). Revista IEEE América Latina, JCR-Science Citation Index,  Vol. 14, Issue: 5, pp. 2418-2424, ISSN: 1548-0992. 2016.

_             C. Avilés-Cruz, J. Villegas-Cortez, A. Ferreyra-Ramírez, and A. Z. López, EEG Pattern Recognition: An Efficient Improvement Combination of ERD/ERS/Laterality Features to Create a Self-paced BCI System, pp. 231–240. Cham: Springer International Publishing, 2016. ISBN: 978-3-319-39393-3

_             Israel Santoyo Luévano, Javier Isaac Cázares Vieyra, Carlos Avilés Cruz, Juan Villegas Cortez, Arturo Zúñiga López. Diseño y construcción de un dron para adquisición de datos del clima. Pistas Educativas (Latin Index) No. 120, pp. 990-1007. Octubre 2016. ISSN 1465-1249.

_             Hector Alejandro Tovar Ortiz, César Augusto Puente Montejano, Juan Villegas-Cortez and Carlos Avilés-Cruz. Evolución de descriptores estadísticos de superficie de imágenes por Programación Genética, para el reconocimiento de imágenes por CBIR, una primera aproximación.  Research in Computing Science No. 116, pp. 125-134. 2016 (Latindex). ISSN 1870-4069.

2015

_             Josué Cirilo Cruz, Arturo Zuñiga López, Juan Villegas Cortez, Carlos Avilés Cruz. Diseño e implementación de tele operación de un robot móvil diferencial programado con Python desde un dispositivo Android. Pistas Educativas (Latin Index). No. 112, Pág. 1194-1210.  Octubre 2015. ISSN 1465-1249.

_             Gabriel García Ponds, Juan Villegas Cortez, Carlos Avilés Cruz, Iván Vázquez Álvarez, Ismael Osuna Galán, Yolanda Pérez Pimentel. Activación sistema de frenos ABS usando visión por computadora para la detección de la superficie de rodamiento. Pistas Educativas(Latin Index). No. 112, Pág. 1409-1423.  Octubre 2015. ISSN 1465-1249. 

_             Cesar Benavides Alvarez, Graciela Román Alonso, Juan Villegas Cortez, Carlos Avilés Cruz. Identificación de rostros por técnica de puntos de interés SURF. Pistas Educativas (Latin Index). No. 112, Pág. 1444-1464.  Octubre 2015. ISSN 1465-1249. 

_             Efraín Ernesto Arévalo-Vázquez, Arturo Zúñiga-López, Juan Villegas-Cortez, Carlos Avilés-Cruz. Implementación de reconocimiento de objetos por color y forma en un robot móvil. Research in Computing Science, Issue 91, pp. 21–31. 2015 (Latin Index).

_             José Vázquez Quezada, Juan Villegas-Cortez, Iván Vázquez-Álvarez, Carlos Avilés-Cruz, Ismael Osuna-Galán, Yolanda Pérez-Pimentel. Enriquecimiento de señal para activación de frenos ABS en automóviles. Research in Computing Science, Issue 91, pp. 157–165. 2015 (Latin Index)

_             Cesar Benavides Alvarez, Juan Villegas Cortez, Graciela Roman Alonso, Carlos Aviles Cruz. Reconocimiento de rostros a partir de la propia imagen usando técnica CBIR. Conference: X Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2015), 4 al  6 de febrero 2015, Merida Extremadura, Spain. ISBN: 978-84-697-2150-6  pp. 733-740.    DOI: 10.13140/2.1.4730.4487   

2014

_             Pérez-Pimentel, Yolanda; Osuna-Galán, Ismael; Villegas-Cortez, Juan; Aviles-Cruz, Carlos, "A Genetic Algorithm Applied to Content-Based Image Retrieval for Natural Scenes Classification," in Artificial Intelligence (MICAI), 2014 13th Mexican International Conference on , pp.155-161, 16-22 Nov. 2014. doi: 10.1109/MICAI.2014.30. Published on line: September 2015. IEEE Conference Publications (ISI Thomson’s Scientific and Technical Proceedings)

_             C. Villanueva-Escudero, J. Villegas-Cortez, A. Zuniga-Lopez, and C. Aviles-Cruz. Monocular Visual Odometry Based Navigation for a Differential Mobile Robot with Android OS. Human-Inspired Computing and Its Applications - Lecture Notes in Computer Science, vol. 8856, pp. 281–292. Springer International Publishing, 2014. ISSN: 0302-9743. DOI: 10.1007/978-3-319-13647-9_26

2013

_             Carla Villanueva-Escudero, Juan Villegas-Cortez, Arturo Zúñiga-López, Carlos Avilés-Cruz. Monocular Visual Odometry for Differential Mobile Robot Navigation. International Conference on Robotics, Automotive Engineering and Energy, ICRAEE 2013. Proceedings of ICRAEE-IEEE 2013, ISSN pending. Pag. 4 -9.   13 - 15 Noviembre 2013, Aguascalientes, Ags. México.

_             Juan Villegas Cortez, Liliana Gutiérrez Flores, Carlos Avilés Cruz, José Félix Serrano Talamantes. Análisis de Señal ElectroEncefaloGráfica como Patrones a partir de Memorias Asociativas Evolutivas. IX Semana Nacional de Ingeniería Electrónica. Memorias del Congreso pp. 411-419. niversidad Autónoma de Nayarit, 23 al 25 de Octubre de 2013, Tepic, Nayarit. ISBN: 978-607-28-0126-4

_             Gabriel García Ponds, Juan Villegas Cortez, Carlos Avilés Cruz, Iván Vázquez Álvarez, Ismael Osuna Galán. Sistema de Freno ABS Mejorado con Modelo de Control Difuso y Visión. IX Semana Nacional de Ingeniería Electrónica. Memorias del Congreso pp. 397-403. Universidad Autónoma de Nayarit, 23 al 25 de Octubre de 2013, Tepic, Nayarit. ISBN: 978-607-28-0126-4

_             José Vázquez Quezada, Juan Villegas Cortez, Iván Vázquez Álvarez, Carlos Avilés Cruz. Enriquecimiento de Señal de Activación de Frenos ABS para Automóviles. IX Semana Nacional de Ingeniería Electrónica. Memorias del Congreso pp. 330-338. Universidad Autónoma de Nayarit, 23 al 25 de Octubre de 2013, Tepic, Nayarit. ISBN: 978-607-28-0126-4

_             L. Gutiérrez-Flores, C. Avilés-Cruz, J. Villegas-Cortez, and A. Ferreyra-Ramírez. EEG PATTERN RECOGNITION: Application to a Real Time Control System for Android-Based Mobile Devices. Lecture Notes in Computer Science, volume 7914, pages 232–241. Springer Berlin Heidelberg, 2013.  DOI: 10.1007/978-3-642-38989-4_24

2012

_             José Félix Serrano–Talamantes, Carlos Avilés–Cruz, Juan Villegas–Cortez, Juan H. Sossa–Azuela. Self Organizing Natural Scene Image Retrieval, Expert Systems with Applications. Available online 23 November 2012, ISSN 0957-4174, DOI: 10.1016/j.eswa.2012.10.064  --> ISI / JCR Thomson Index.  http://dx.doi.org/10.1016/j.eswa.2012.10.064

_             A. Mendoza, J. Villegas, C. Aviles, A. Zúñiga, A. Ferreyra. Reconocimiento de canciones: un estado del arte. En memorias de congreso, VIII Semana Nacional de Ingeniería Electrónica (SENIE 12). 3 al 5 de octubre 2012. Universidad de Colima. Colima, Col. México. Pag. 435-441. ISBN 978-607-477-902-8. Octubre 2012.

_             H. Sossa, B. Garro, J. Villegas, G. Olague, and C. Avilés. Evolutionary computation applied to the automatic design of artificial neural networks and associative memories. In O. Schu__tze, C. A. Coello Coello, A.-A. Tantar, E. Tantar, P. Bouvry, P. Del Moral, and P. Legrand, editors, EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II, volume 175 of Advances in Intelligent Systems and Computing, pages 285–297. Springer Berlin Heidelberg, Agosto 2012. DOI: 10.1007/978-3-642-31519-0_18

_             H. Sossa, B. Garro, J. Villegas, C. Aviles, and G. Olague. Automatic design of artificial neural networks and associative memories for pattern classification and pattern restoration. In J. Carrasco-Ochoa, J. Martínez-Trinidad, J. Olvera López, and K. Boyer, editors, Pattern Recognition, volume 7329 of Lecture Notes in Computer Science, pages 23–34. Springer Berlin Heidelberg, 2012. DOI: 10.1007/978-3-642-31149-9_3

2011

_             Juan Villegas-Cortez, J. Humberto Sossa A., Carlos Avilés Cruz, Gustavo Olague. Associative Memories through Genetic Programming. Revista Mexicana de Física. Vol. 57, No. 2. México. ISSN 0035-001X. Abril 2011 --> ISI Thomson Index.

2010

_             J. Agustín Sánchez Pérez, Carlos Avilés Cruz, Juan Villegas Cortez, Andrés Ferreyra and Arturo Zúñiga López. 3D Image Generation from One Single Image.  Proceedings of 1st International Congress on Instrumentation and Applied Sciences (ICIAS) 2010.

_             Elias Badillo Ibarra, Carlos Avilés Cruz, Juan Villegas Cortez, Andrés Ferreyra and Arturo Zúñiga López. Low Cost ElectroOculoGram Signals Amplifier.  Proceedings of 1st International Congress on Instrumentation and Applied Sciences (ICIAS) 2010.

_             Arturo Zúñiga-López, Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Juan Villegas-Cortez. Preliminary Analysis of the use of Optical Flow for a Mobile Vision. Proceedings of 1st International Congress on Instrumentation and Applied Sciences (ICIAS) 2010.

_             Serrano, J.F.; Avilés, C.; Sossa, H.; Villegas, J.; Olague, G. Unsupervised Image Retrieval with Similar Lighting Conditions. Pattern Recognition (ICPR), 2010 20th International Conference on , pp.4368-4371, 23-26 Aug. 2010.

_             Juan Villegas-Cortez, Gustavo Olague, J. Humberto Sossa A., Carlos Aviles-Cruz, A. Ferreyra. Automatic Synthesis of Associative Memories through Genetic Programming: a Co-evolutionary Approach. Applications of Evolutionary Computation. Lecture Notes in Computer Science, Vol. 6024, pp. 344-351. Edit. Springer. ISSN 0302-9743. 2010.

2009

_             Serrano, J. F. and Sossa, J. H. , Avilés C., Barrón, R., Olague, G. and Villegas-Cortez J. Scene Retrieval of Natural Images. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Lecture Notes in Computer Science, Vol. 5856, pp. 774-781. Edit. Springer. ISSN 0302-9743. 2009. DOI: 10.1007/978-3-642-10268-4_91

_             Juan, Villegas-Cortez and Juan-Humberto, Sossa-A. and Carlos, Aviles-Cruz and Gustavo, Olague-Caballero. Automatic Synthesis of Associative Memories by Genetic Programming, a first approach. Research in Computing Science. Advances in Computer Science and Engineering, vol. 42, pp. 91-102. ISSN 1870-4069. 2009. Latin Index. (Core09.pdf)

2008

_             Carlos Aviles-Cruz, Juan Villegas-Cortez, and Juan Ocampo-Hidalgo. A robust font recognition using invariant moments. In Proceedings of the 5th WSEAS international conference on Applied computer science, ACOS’06, pages 114–117, Stevens Point, Wisconsin, USA, 2006. World Scientific and Engineering Academy and Society (WSEAS). ISSN: 1109-2750.

_             Aviles-Cruz Carlos, Villegas-Cortez Juan, Ocampo-Hidalgo J., Arechiga-Martinez Rene. Principal Components and Invariant Moments Analysis- Font Recognition Applied. WSEAS Transactions on Computers. Issue 5, Vol. 5. ISSN 1109-2750. 2006. 

_             Villegas-Cortez Juan, Aviles-Cruz Carlos. FONT RECOGNITION BY INVARIANT MOMENTS OF GLOBAL TEXTURES.  In Proceedings of International Workshop VLBV05 (Very Low Bit-Rate Video-Coding 2005). 15-16 September 2005. Sardinia, Italy. DOI: 10.13140/2.1.3325.2642.  

Capítulos de libros / Book Chapters

_             Juan Villegas-Cortez, Carlos Avilés-Cruz, Josué Cirilo-Cruz and Arturo Zuñiga-López. Chapter: EEG Signal Implementation of Movement Intention for the Teleoperation of the Mobile Differential Robot. Book: NEO 2015 - Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 held at Sept. 23-25 2015 in Tijuana, Mexico. Series: Studies in Computational Intelligence, Vol. 663. Pages: 333-355. Hardcover ISBN 978-3-319-44002-6. Series ISSN 1860-949X. Hardcover published in September 2016, Copyright 2017.

_             Juan Villegas-Cortez, Gustavo Olague, Humberto Sossa and Carlos Avilés. Evolutionary Associative Memories through Genetic Programming. Book Title: Parallel Architectures and Bioinspired Algorithms. Book Series Title: Studies in Computational Intelligence. Edit. Springer Berlin / Heidelberg. Start Page: 171, End Page: 188. Vol. 415. Isbn: 978-3-642-28788-6. 2012.

_             C. Avilés-Cruz, J. Villegas, R. Arechiga-Martinez, and R. Escarela-Perez. Unsupervised Font Clustering Using Stochastic Versio of the EM Algorithm and Global Texture Analysis. Progress in Pattern Recognition, Image Analysis and Applications. Lecture Notes in Computer Science, Vol. 3287, pp. 3-25. Edit. Springer. ISSN 0302-9743. 2004.

Artículos de divulgación científica/  popular press

_             REQUERIMIENTOS COMPUTACIONALES DE APLICACIONES DE SUPERCÓMPUTO. César Benavides, Habersheel Acevedo, Jorge Matadamas, Adriana Pérez, José Luis Quiroz, Fernando Rojas, Salomón Cordero, Juan Villegas, Leonardo Dagdug, Carlos Avilés, Miguel A. Castro, Manuel Aguilar, José M. Zamora, Graciela Román. Revista ContactoS, de la Universidad Autónoma Metropolitana. No. 105, Julio Septiembre 2017. ISSN 0186-4084. Índice de revistas mexicanas de divulgación científica y tecnológica del CONACYT. pp. 39-47. 

_             LOS SECRETOS PARA LA BUSQUEDA DE IMAGENES EN INTERNET. Juan Humberto Sossa-Azuela, Juan Villegas-Cortez, Carlos Aviles- Cruz, et al. Revista Conversus, del Instituto Politécnico Nacional. No. 50, Mayo 2006. pp. 24-29. ISSN 1665-2665. México. (PDF)