Ricardo Rodriguez Jorge, PhD                                        Contact Information:
Full Time Professor                                                         acj.mx 
Department of Industrial and Manufacturing Eng.           Telephone:
Autonomous University of Ciudad Juarez
Chihuahua, Mexico

Research visit
Czech Technical University in Prague (Dec 2016 -January 2017)


                                   Research visit
                                   Tohoku University, Japan (May- Jul 2011)


I welcome my colleagues and fellow accademics to this web site. If you would like to discuss any of my published work, please feel free to contact me. My professional interests are mainly in Engineering and my work today has been focused on signal processing and machine learning to bridge innovative ways in these areas.
 
Papers in Refereed International Journals (From Present- 2012 )
 
Mexicano, Adriana; Rodriguez Jorge, Ricardo; Montes, Pascual; Pérez, Joaquín, "Acceleration of the K-Means algorithm by removing stable items", Int. J. of Space-Based and Situated Computing (IJSSC), Vol. 7, No. 2, 2017.
 
CCarrasco, José Eduardo Carballo, Manuel Nandayapa, Ángel Flores Abad, Ángel Israel Soto Marrufo, and Ricardo Rodríguez Jorge. "Sistema Virtual para control de movimiento basado en LabVIEW-Solidworks." (In Spanish). CULCyT 58 (2016).
 
Medrano, Gerardo Durán, Manuel Nandayapa, Luis Raúl Robles Ramos, Ulises I. Ponce, Ricardo Rodríguez Jorge, and Luis Ricardo Vidal Portilla. "Diseño de un PLC Basado en Microcontrolador para Secuencias Programables Bajo Lenguaje Basic."  (In Spanish). CULCyT 58 (2016).
 
Jiri Bila, Martina Mironovova, Ricardo Rodríguez, Jakub Jura, "Detection of Emergent Situations in Complex Systems by violations of structural invariants on Algebras of Transformations", International Journal of Enhanced Research in Science, Technology & Engineering, 2015.
 
Ricardo Rodriguez, Adriana Mexicano, Jiri Bila, S. Cervantes, and Rafael Ponce, Feature Extraction of Electrocardiogram Signals by Applying Adaptive Threshold and Principal Component Analysis,” (Indexed in JCR, impact factor: 0.447).
 
Ricardo Rodriguez, Adriana Mexicano, Jiri Bila, Rafael Ponce, Salvador Cervantes, “Electrocardiogram Complexity Recognition and Modeling by Multilayer Perceptron,” Progress in Signals and Telecommunication Engineering, Volume 2, Issue 2, September, 2013, pp. 61-72, ISSN: 2319-4588.
 
Ing. Ivo Bukovský, Ph.D., Rodriguez Ricardo, M.Sc., prof. Ing. Jiří Bíla, Dr.Sc., “PROSPECTS OF GRADIENT METHODS FOR NONLINEAR CONTROL”, Strojárstvo Extra, MEDIA/ST, s.r.o publishing house, 2012, ISSN 1335-2938.
 
 
Book chapters in International Books (From Present- 2012)
 
J.U. Reyes Munoz, E.A. Martínez-García, R. Rodriguez Jorge, R. Torres-Cordoba, Chapter: Wheeled Robot Planning Using an Underactuated Mechanism for Absolute Goal-Direction, Book: Kinematics, IntechOpen, Croacia, ISBN: 978-953-51-5624-6 (Accepted). (Web of Science, Book Citation Index).
 
Osslan Osiris Viergara Villegas, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Jorge Luis García-Alcaraz, Ricardo Rodriguez Jorge (2016), "Automatic Defect Detection and Classification of Terminals in a Bussed Electrical Center Using Computer Vision", Handbook of Research on Managerial Strategies for Achieving Optimal Performance in Industrial Processes, IGI Publishing Hershey, PA, USA ©2016, May 2016, pp. 241-266, DOI: 10.4018/978-1-5225-0130-5, ISBN13: 9781522501305.
 
Ricardo Rodriguez, Adriana Mexicano, Salvador Cervantes, Jiri Bila, Rafael Ponce, “Extracting the QRS complexity and R beats in electrocardiogram signals using the Hilbert transform,” Emergence, Complexity, Computation, Vol. 8, Ali Sanayei et. al: ISCS 2013: INTERDISCIPLINARY SYMPOSIUM ON COMPLEX SYSTEMS, 978-3-642-45437-0.
 
Ricardo Rodríguez Jorge, Gerardo R. Salgado, Vianey G. C. Sanchez (2012), An Enhance Petri Net Model to Verify and Validate a Neural-Symbolic Hybrid System”, Software and Intelligent Sciences: New Transdisciplinary Findings, Wang, Y. ed. (2012), IGI Publishing Hershey, PA, USA ©2012, March, 2012, pp. 434-450, DOI: 10.4018/978-1-4666-0261-8, ISBN13: 9781466602618, ISBN10: 1466602619, EISBN13: 9781466602625
 
Ricardo Rodriguez, Ivo Bukovsky, Noriasu Homma. “Potentials of Quadratic Neural Unit for Applications”, Advances in Abstract Intelligence and Soft Computing, Yingxu Wang ed. (2012), IGI Publishing Hershey, PA, USA ©2012, December, 2012, pp. 343-354, DOI: 10.4018/978-1-4666-2651-5, ISBN13: 9781466626515, ISBN10: 1466626518, EISBN13: 9781466626829. (Web of Science, Book Citation Index).
 
 
Refereed papers in International Conferences and Workshops (From Present- 2012)
 
S. Cervantes, A. Mexicano, José-Antonio Cervantes, Ricardo Rodriguez, and Jorge Fuentes-Pacheco, Building a new local descriptor for improving scene classification. 5th International Symposium on Language & Knowledge Engineering, Nov. 22nd to 24th, 2017, Puebla, Mexico(submitted).
 
E.A. Martinez-Garcia, N. Avila, R. Rodriguez-Jorge, J.K. Sheba, R.E.Mohan, E. Magid, Non Linear Fitting Methods for Machine Learning, 3rd Intl. Workshop on Signal Processing and Machine Learning Nov. 8-10, 2017, Barcelona, Spain. Volume 13, Lecture Notes on Data Engineering and Communications Technologies Series. (Web of Science, Procceddings Citation Index).
 
R. Rodriguez-Jorge, E.A. Martinez-Garcia, J. Mizera-Pietraszko, J.Bila, R.Torres-Cordoba, Prediction of highly non-stationary time series using neural networks, 3rd Intl. Workshop on Signal Processing and Machine Learning Nov. 8-10, 2017, Barcelona, Spain. Volume 13, Lecture Notes on Data Engineering and Communications Technologies Series. (Web of Science, Procceddings Citation Index).
 
R. Rodriguez-Jorge, E.A. Martinez-Garcia, R. Torres-Cordoba, J. Bila, J. Mizera-Pietraszko, Adaptive Threshold, Wavelet and Hilbert Transform for QRS detection in Electrocardiogram Signals, 3rd Intl. Workshop on Signal Processing and Machine Learning Nov. 8-10, 2017, Barcelona, Spain. Volume 13, Lecture Notes on Data Engineering and Communications Technologies Series. (Web of Science, Procceddings Citation Index).
 
N. B. Nghien, R. Rodríguez-Jorge, E. A. Martinez-Garcia,  R. Torres-Córdoba, J. Mizera-Pietraszko and A. Montes Olguín, Predicting the Short-Term Exchange Rate between United State dollar and Czech Koruna Using Hilbert-Huang Transform and Fuzzy Logic, 3rd Intl. Workshop on Signal Processing and Machine Learning Nov. 8-10, 2017, Barcelona, Spain. Volume 13, Lecture Notes on Data Engineering and Communications Technologies Series. (Web of Science, Procceddings Citation Index).
 
Mizera-Pietraszko, Jolanta; Kołaczek, Grzegorz; Rodriguez Jorge, Ricardo, Source-Target Mapping Model of Streaming Data Flow for Machine Translation, 2017, Poland. (IEEE Xplore, Web of Science Core Collection Database).     
 
Almazo, Diego; Rodriguez Jorge, Ricardo; Mizera-Pietraszko, Jolanta, Computational Fluid Dynamics Simulation for Propeller, Proceedings of 8th International Conference on Applications of Digital Information and Web Technologies 2017, Ciudad Juarez, Chihuahua, Mexico. (Web of Science, Procceddings Citation Index).
 
Rodriguez Jorge, Ricardo, Artificial Neural Networks: Challenges in Science and Engineering Applications, Proceedings of 8th International Conference on Applications of Digital Information and Web Technologies 2017, Ciudad Juarez, Chihuahua, Mexico.(Web of Science, Procceddings Citation Index).
 
Montes Olguín, Angel; Rodriguez Jorge, Ricardo,  Fuzzy Control Proposal for the Climate of a Homemade Greenhouse, Proceedings of 8th International Conference on Applications of Digital Information and Web Technologies 2017, Ciudad Juarez, Chihuahua, Mexico.(Web of Science, Procceddings Citation Index).
 
Martinez, Ana; Rodriguez Jorge, Ricardo; Villa-Angulo, Rafael; Bila, Jiri; Mizera-Pietraszko, Jolanta, Review on higher-order neural units for monitoring cardiac arrhythmia patterns, Proceedings of 8th International Conference on Applications of Digital Information and Web Technologies 2017, Ciudad Juarez, Chihuahua, Mexico.(Web of Science, Procceddings Citation Index).
 
Rodriguez Jorge, Ricardo; Bila, Jiri; Mizera-Pietraszko, Jolanta; Loya Orduño, Ricardo Ezequiel, Edgar Martínez García, Rafael Torres Córdoba, "Adaptive Methodology for Designing a Predictive Model of Cardiac Arrhythmia Symptoms based on Cubic Neural Unit," Proceedings of 8th International Conference on Applications of Digital Information and Web Technologies 2017, Ciudad Juarez, Chihuahua, Mexico. (Web of Science, Procceddings Citation Index).
 
Ponce, Israel U. ;Nandayapa Alfaro, Manuel de Jesús; Soto Marrufo, Ángel Israel; Rodriguez Jorge, Ricardo, "Seguimiento de trayectoria de un helicóptero de 3-GDL con zona muerta y dinámica de primer orden en la entrada (In Spanish)," Congreso Nacional de Control Automático 2016, September 2016, Querétaro, México.
 
Cancino Herrera, José Elías; Rodríguez Jorge, Ricardo; Vergara Villegas, Osslan Osiris; Cruz Sánchez, Vianey Guadalupe; Bila, Jiri; Nandayapa Alfaro, Manuel de Jesus; Ponce, Israel U.; Soto Marrufo, Ángel Israel; Flores Abad, Ángel, "Monitoring of Cardiac Arrhythmia Patterns by Adaptive Analysis," 2016 11th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), November 2016, Asan, Korea. (Web of Science, Procceddings Citation Index).
 
Cancino Herrera, José Elías; Rodríguez Jorge, Ricardo; Vergara Villegas, Osslan Osiris; Cruz Sánchez, Vianey Guadalupe; Soto Marrufo, Angel Israel; Nandayapa Alfaro, Manuel de Jesus; Ponce, Israel U., "Monitoreo de Patrones de Arritmias Cardiacas Mediante Análisis Adaptativo (In Spanish),"  4to. Encuentro de Jóvenes Investigadores en el Estado de Chihuahua 2016, September 2016, Ciudad Juárez, México.
 
Mexicano, A; Cervantes, S.; Rodríguez, R.; Pérez, J.; Almanza, N., "Identifying stable objects for accelerating the classification phase of k-means," 2016 11th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), November 2016, Asan, Korea. (Web of Science, Procceddings Citation Index).
 
Mexicano A., Rodriguez R., Cervantes S., Montes P., Jimenez M., "The Early Stop Heuristic: A new convergence criterion for k-means," Symposium on Optimization Algorithms for Discrete Problems”, ICNAAM 2015, September 2015, Rhodes, Greece.(Indexed by Scopus).
 
Ricardo Rodriguez, Osslan O. Vergara, Vianey G. Cruz, Adriana Mexicano, “Arrhythmia disease classification using a higher-order neural unit,” Fourth International Conference on Future Generation Communication Technologies (FGCT 2015), July 29-31, 2015. (Indexed by IEEE Xplore, Scopus).
 
 Adriana Mexicano, Ricardo Rodriguez, Salvador Cervantes, Rafael Ponce, Wilebaldo Bernal, Fast Means: enhancing the K-Means algorithm by accelerating its Early Classification version, “Symposium on Optimization Algorithms for Discrete Problems”, ICNAAM 2014, September 22-28, 2014, Rhodes, Greece.(Indexed by Scopus).
 
 Wilebaldo Bernal, Adriana Mexicano, Ricardo Rodriguez, Antonio Abrego, “An improved version of the k-means algoithm,” University Conference 2014, ISBN: 9786078262052.
 
Rodrigo Zúñiga, Adriana Mexicano, Salvador Cervantes, Ricardo Rodriguez, “Visual tool for analysis of differential evolution algorithms,” University Conference 2014, ISBN: 9786078262052.
 
 Adriana Mexicano, Perla Marlen Bocanegra, Salvador Cervantes, Ricardo Rodriguez, “ C-JADE: a parallel version of the Jade algorithm,” University Conference 2014, ISBN: 9786078262052.
 
 Adriana Mexicano, Joaquin Perez, Ricardo Rodriguez, Salvador Cervantes, “Characterization of difficult instances of the binpacking problem applying data mining,”  7th International Conference on Research, CIPITECH 2014.
 
Adriana Mexicano, Rodrigo Zúñiga, Salvador Cervantes, Ricardo Rodriguez,  “RAVED: Tool for visual analysis of differential evolution algorithms,” 7th International Conference on Research, CIPITECH 2014,
 
Ricardo Rodriguez, Adriana Mexicano, Jiri Bila, N. B. Nghien, Rafael Ponce, Salvador Cervantes,“ Hilbert- Huang Transform and Neural Networks for Electrocardiogram Modeling and Prediction,” The 2014 10th International Conference on Natural Computation (ICNC 2014), August 19-21, 2014, Xiamen, China.
 
Ricardo Rodriguez, Adriana Mexicano, Jiri Bila, Rafael Ponce-Medellin, Salvador Cervantes, “Adaptive Threshold and Principal Component Analysis for Feature Extraction of Electrocardiogram Signals, ” International Symposium on Computer, Consumer and Control 2014, IEEE Computer Society Washington, DC, USA 2014, June 10-12, 2014 Taichung, Taiwan.
 
Adriana Mexicano, Ricardo Rodríguez, Salvador Cervantes, Rafael Ponce, Joaquin Pérez, “Preparation and integration of population data in the data mining process: a case of study, ” 6th International Conference on Research, CIPITECH 2013, October 9, 10 y 11, 2013, ISBN: 978-607-8262-02-1, Chihuahua, Mexico.
 
Ricardo Rodriguez, Adriana Mexicano, Salvador Cervantes, Jiri Bila, Rafael Ponce, “Extracting the QRS complexity and R beats in electrocardiogram signals using the Hilbert transform,” 2013 Interdisciplinary Symposium on Complex Systems, September, 10-13, 2013, Prague, Czech Republic.
 
Ricardo Rodriguez, Adriana Mexicano, Jiri Bila, Rafael Ponce, Salvador Cervantes, Alicia Martinez, “Hilbert Transform and Neural Networks for Identification and Modeling of the ECG ComplexThird International Conference on Innovative Computing Communication Technology, ISBN: 978-1-4799-0048-0, August 29-31, 2013, London, UK.
 
Ricardo Rodriguez, Jiri Bila, Ivo Bukovsky, N Homma, “Lung Tumor Motion Prediction by Static Neural Networks”, Proceedings of the annular meeting New Methods and Procedures in Automatic Control, Instrumentation and Informatics, ISBN: 978-80-01-05061-3, 28 – 30 May 2012, Roztoky, Czech republic.
 
Ricardo Rodriguez, Jiri Bila, Ivo Bukovsky, “Comparison of MLP and Quadratic Neural Unit for Lung Tumor Motion Prediction” Sesja studenckich Kół Naukowych - Wydział Mechaniczny PK - 27 IV 2012, Poland, April 27, 2012.
 
Ricardo Rodriguez, Jiri Bila, Ivo Bukovsky, “Comparison of MLP and Quadratic Neural Unit for Lung Tumor Motion Prediction” STC 2012, March 28, 2012, Czech Republic.
 

Ivo Bukovsky, Jiri Bila, Homma Noriyasu, Ricardo Rodriguez, “Prospects of gradient methods for nonlinear control” Automatizácia a riadenie v teórii a praxi, ARTEP 2012, 22. 2. – 24. 2. 2012, Stará Lesná, SR, Slovak Republic.

 
 
Scientific Poster (From Present- 2012)
 
Wilebaldo Bernal Flores, Adriana Mexicano Santoyo, Ricardo Rodriguez Jorge, “An improvement to the classification stage of the k-means algorithm,” 4th University Forum, In 3rd Expo-science edition and Innovation Tamaulipas, Tamaulipas, Mexico.