Ricardo Rodríguez Jorge, Ph.D.

odborný asistent

Místnost: 6.07 (CPTO)

Telefon: +420 475 286 724

Mobilní telefon: +420 608 328 807

E-mail: Ricardo.Rodriguez-Jorge@ujep.cz

Skype: rodriguezri

WWW: Ricardo Rodriguez (rodriguezricardo.net)

Konzultační hodiny (po předchozí dohodě):

Pondělí 17:00 – 18:00
Středa 18:00 – 19:00
Čtvrtek 17:00 – 18:00

Vzdělání

• 2009–2012       PhD DEGREE – PhD. IN MECHANICAL ENGINEERING – “CZECH TECHNICAL UNIVERSITY IN PRAGUE (CTU)”. Faculty of Mechanical Engineering. Department of Instrumentation and Control Engineering.  Title and Certificate of PhD in Mechanical Engineering. Field of study: Control and Systems Engineering. Thesis entitled: “Lung tumor motion prediction by  neural networks”
• 2005- 2007       MASTER’S DEGREE – MASTER OF SCIENCE IN COMPUTER SCIENCE – “NATIONAL CENTER OF RESEARCH AND TECHNOLOGICAL DEVELOPMENT(CENIDET)”.  Department of Computer Sciences. Title and Certificate of Master in Computer Science. Field of study: Artificial Intelligence. AVERAGE: 96.33. Thesis entitled: “Validation and Verification Automatic Module of Extracted Rules of a Neural–Symbolic Hybrid System”
• 2000-2004       BACHELOR’S DEGREE  IN COMPUTATIONAL SYSTEMS ENGINEERING -“TECHNOLOGICAL INSTITUTE OF LAZARO CARDENAS (ITLAC)”. Department of Computer and Systems. Title and Certificate of Computational Systems Engineer. Field of study: Distributed systems and networks. AVERAGE 94.28. Internship project: “Exploitation of Resources of a CMU Camera for its Started up on a ROMIC Robot”

Nejnovější zprávy

• Editor-in-Chief of: International Journal of Digital Signal Processing and Artificial Intelligence for Automatic Learning (http://www.dspaial.org/). For more information, please visit: http://sipml.com.mx/journal/index.php/ijdspaial
• 2023 Workshop chair of: The 5th  International Workshop on Intelligent Computing and Measurements (InCM 2023). http://sipml.com.mx/InCM/default.html, Federal University of Juiz de Fora, Brazil March 29 to March 31, 2023.
• 2022 Workshop chair of: The 8th International Workshop on Signal Processing and Machine Learning (SiPML 2022). http://sipml.com.mx/default.html, Polytechnic University of Tirana, Tirana, Albania, October 27-29, 2022. 

Profesní zaměření

• Signal Processing
• Artificial neural networks
• Mechatronics
• Pattern recognition
• Artificial Intelligence
• Fuzzy-logic
• Data science
• Natural language processing
• Medical informatics

Pedagogická činnost

Vyučované předměty:

• Algorithms and Programming I
• Algorithms and Programming II
• Profesional English
• Python and R for Data Science
• Data Mining Techniques based on R Software
• Advanced programming
• Machine learning
• Scientific computing
• Fuzzy control systems
• Applied differential equations
• Artificial intelligence
• Data structures
• Teory of computation
• Measurement in Engineering
• Computer Support for Study
• Informatics II
• Informatics III

Témata závěrečných prací:

• V následující tabulce je uveden můj navržený katalog bakalářských prací: http://www.sipml.com.mx/Ricardo/Tesis%20de%20Licenciatura/default.html
• V následující tabulce je uveden můj navržený katalog diplomových prací: http://www.sipml.com.mx/Ricardo/Tesis%20de%20Maestr%C3%ADa/default.html
• V následující tabulce je uveden můj navržený katalog PhD prací: http://www.sipml.com.mx/Ricardo/Tesis%20de%20Doctorado/default.html

Publikační činnost

• ResearcherID: N-7903-2017
• ORCID: 0000-0002-4575-5082

Papers in Refereed International Journals:

• Rodríguez-Jorge, R.; Sánchez-Pérez, L.; Bila, J.; Škvor, J., Rotating machinery fault diagnosis using a quadratic neural unit, International Journal of Grid and Utility Computing, 2022, vol. 13, No. 2,  pp. 309-319, doi: 10.1504/IJGUC.2022.10047657, Inderscience Enterprises Ltd. Indexed in Scopus, Emerging Sources Citation Index (Clarivate Analytics).
• R. Rodriguez-Jorge, I De Leon-Damas, J Bila, J Skvor, Internet of things-assisted architecture for QRS complex detection in real time, Journal of Internet of Things, Vol 14 (2021), pp. 100395,  indexed in JCR, Impact Factor: 5.711, Q1, Elsevier.
• R. Rodrguez-Jorge and  J. Bila, Cardiac Arrhythmia Prediction by Adaptive Analysis via Bluetooth,  MENDEL, Vol. 26, No. 2, pp. 29-38. DOI: https://doi.org/10.13164/mendel.2020.2.029.  Indexed in Scopus.
• S. Cervantes, A. Mexicano, José-Antonio Cervantes, Ricardo Rodriguez, and Jorge Fuentes-Pacheco, Binary Pattern Descriptors for Scene Classification. IEEE LATIN AMERICA TRANSACTIONS, VOL. 18, NO. 1, JANUARY 2020, indexed in JCR, Impact Factor: 0.967.
• Bila, J., Rodríguez, R. and Novak, M. 2019, “Modeling of Complex Systems by Means of Partial Algebras,” MENDEL, Vol. 25, Num.1, Jun. 2019, pp. 103-110, DOI:https://doi.org/10.13164/mendel.2019.1.103. Indexed in Scopus.
• 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. Indexed in Emerging Sources Citation Index (Clarivate Analytics).
• Vergara Villegas, Osslan Osiris; Cruz Sánchez, Vianey Guadalupe; Rodríguez Jorge, Ricardo; Nandayapa, Alfaro, M. de J. (2016). Editorial for Volume 7 Number 3 Recent ADvances in Augmented Reality (RADAR). International Journal of Combinatorial Optimization Problems and Informatics, 7(3), 1–6. Indexed in CONACYT, Web of Science, Redalyc, Latin Index.
• 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).Indexed in Latin Index.
• 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). Indexed in Latin Index.
• 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,” Journal of Applied Research and Technology, Volume 13, Issue 2, 2015 (Indexed in JCR, CONACYT, 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:

• 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. (Web of Science, Book Citation Index, EBSCO A-to-Z).
• 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. (ACM Digital Library).
• 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, Clarivate Analytics).

Refereed papers in International Conferences and Workshops:

• Ricardo Rodriguez-Jorge, Paola Huerta-Solis, Jiri Bila and Jiri Skvor, Adaptive analysis of electrocardiogram prediction using a dynamic cubic neural unit, Advanced Information Networking and Applications-Proceedings of the 36th International Conference on Advanced Information Networking and Applications (AINA-2022), Lecture Notes in Networks and Systems, vol. 451, Springer Nature Switzerland AG, Sydney, Australia April 13 – 15, 2022 (Web of Sciences, Core Rank B).
• Rodriguez-Jorge, R.; Bila, J; Skvor, J., Neural Network with L-M Algorithm for Arrhythmia Disease Classification, The 16^th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, Lecture Notes in Networks and Systems, 2021,Springer, Cham. (Web of Science, Proceedings Citation Index).
• Mexicano, A.; Carmona, J.C.; Cervantes, S.; Cervantes, J.A.; Lopez, S., Rodriguez, R., A Modified Version of K-Means Algorithm, The 16^th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, Lecture Notes in Networks and Systems, 2021,Springer, Cham. (Web of Science, Proceedings Citation Index).
• Rodríguez-Jorge, R.; Sánchez-Pérez, L.; Bíla, J.; Škvor, J., Adaptive architecture for fault diagnosis of rotating machinery, Advanced Informaton Networking and Applicatons, Vol 3., 2021. Springer, Cham (Web of Sciences, Core Rank B).  
• Rodríguez-Jorge, R.; De León-Damas, I.; Bila, J.,  Detection of the QRS Complexity in Real Time with Bluetooth Communication, Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2020. Lecture Notes in Networks and Systems, vol 158. Springer, Cham. (Web of Science, Proceedings Citation Index).
• Cuong Nguyen Cong, Ricardo Rodriguez-Jorge, Nghien Nguyen Ba, Chuong Trinh Trong, Nghia Nguyen An, Design of Optimal PI Controllers using the Chemical Reaction Optimization Algorithm for Indirect Power Control of a DFIG model with MPPT, In: Web, Artificial Intelligence and Network Applications. WAINA 2020. Advances in Intelligent Systems and Computing, vol 1150. Springer, Cham (Web of Science, Core Rank B). April 2020.
• N. B. Nghien, Rodriguez-Jorge, Ricardo, Building an Early Warning Model for Detecting Environmental Pollution of Wastewater in Industrial Zones. In: Barolli L., Hellinckx P., Natwichai J. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2019. Lecture Notes in Networks and Systems, vol 96. Springer, Cham. (Web of Science, Proceedings Citation Index).
• Mexicano-Santoyo, A.; Rodriguez-Jorge, Ricardo; Abrego, A., Jiménez; Zúñiga-Treviño; Martínez-García, Edgar. A., Visual Analysis of Differential Evolution Algorithms, Proceedings of the 11th International Conference MISSI 2018. (Web of Science, Procceddings Citation Index).
• Rodriguez Jorge, Ricardo; Bila, Jiri; Mizera-Pietraszko, Jolanta; Martinez-Garcia, Edgar A., Weight Adaptation Stability of Linear and Higher-Order Neural Units for Prediction Applications, Proceedings of the 11th International Conference MISSI 2018.(Web of Science, Procceddings Citation Index).
• Mizera-Pietraszko, Jolanta; Kolaczek, Grzegorz; Rodriguez Jorge, Ricardo; Martínez García, Edgar Alonso, Information Streaming Systems: A Review, The 2018 IEEE International Conference on INnovations  in Intelligent SysTems and Applications (INISTA 2018), July 3-5, 2018, Thessaloniki, Greece.(Web of Science, Procceddings Citation Index).
• Ibarra Fierro, Gabriela I.; Rodriguez-Jorge, Ricardo; Mizera-Pietraszko, Jolanta; Martínez García, Edgar Alonso, Design and implementation of a data acquisition system for R peak detection in electrocardiogram,Artificial Intelligence for Health 2018 (AI4Health 2018), January 19-21, 2018, Funchal, Madeira, Portugal.(Web of Science, Procceddings Citation Index).
• Montes, Angel; Mizera-Pietraszko, Jolanta; Rodriguez Jorge, Ricardo; Martínez García, Edgar Alonso, Particle swarm optimization as a new measure of machine translation efficiency, Proceedings of the 9th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017), Chapter 16, 2017, Marrakech, Morocco. (Web of Science, Procceddings Citation Index).
• 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. Lecture Notes on Data Engineering and Communications Technologies Series, Volume 13.(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. Lecture Notes on Data Engineering and Communications TechnologiesSeries, Volume 13. (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. Lecture Notes on Data Engineering and Communications Technologies Series, Volume 13. (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. Lecture Notes on Data Engineering and Communications Technologies Series, Volume 13. (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, INnovations in Intelligent SysTems and Applications (INISTA), 2017 IEEE International Conference on, 3-5 July 2017, Gdynia, 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).

Nadcházející keynote

• Dr. Ricardo Rodriguez Jorge, Impact of uncertainty analysis and feature selection on data science,  The 11-th International Conference on Emerging Internet, Data & Web Technologies (EIDWT-2023), Universitas Islam Sultan Agung (UNISSULA), Semarang, Indonesia, February 23-25, 2023.
• Dr. Ricardo Rodriguez Jorge, Data science and machine learning perspectives, International Conference on Intelligence based transformations of technology and business (ICITTB) trends, Canadian Institute of Technology, Tirana, Albania, October 13, 2022.
  

• Dr. Ricardo Rodriguez Jorge, Machine Learning: Challenges in Data Science Applications, Symposium of advances in Artificial Intelligence and Digital Applications Development, Technological Institute of Ciudad Victoria, Mexico, November 17, 2021 (In Spanish).

Členství ve vědeckých a profesních společnostech

• IEEE Membership
• IEEE Signal Processing Society Membership 
• IEEE CS e-Government membership
• IEEE Smart Grid Community membership 
• IEEE Communications Society Member
• Mexican Academy of Sciences
• Summer of Scientific and Technological Research of the Pacific 
• ACM Membership

Řešené projekty

• Awarded by: The Professor Improvement Program (PRODEP) (2016-2017).  Grant number: DSA/103.5/16/10473. Project Title: Detection of Cardiac Arrhythmia Patterns by Adaptive Analysis . Role: Corresponded researcher. Amount: $ 351,669.00 MXN. Date: September 2016.
• Awarded by: Coordinacion de Investigacion y Postgrado- IIT. Title: Higher-Order Neural Networks for the Detection of Arrhythmia Patterns.  Awarded Institution: Universidad Autonoma de Ciudad Juarez. Role: Corresponded researcher. Date: May 2018.  
• Awarded by: The Professor Improvement Program (PROMEP) (2013-2014). Grant number: PROMEP/103.5/13/9045. Project title: Architecture of Neural networks for arrhythmia detection. Role: Corresponded researcher. Amount: $ 211,637.00 MXN. Date: October 2013.
• Awarded by: SGS grant (2010-2012) (Open it in a new tab). Grant number: SGS10/252/OHK2/3T/12. Title of the project: The development of methods for cost-effective creation of information and control systems for mechanical and thermal energy equipment (In Czech). Role: PhD student / Collaborator.

Odborné stáže

• Vědecko výzkumný pobyt na České Vysoké Učení Technické v Praze (délka: 1 měsíc, 2016)
• Vědecko výzkumný pobyt na TOHOKU UNIVERSITY v Japonsku (délka: 2 měsíc, 2011)
• Vědecko výzkumný pobyt na Národní Institut pro Jaderné Vyšetřování (ININ) v Mexiko (délka: 2 měsíc, 2004)

Vědecká spolupráce

• Czech Technical University in Prague, Czech Republic, http://control.fs.cvut.cz/cz/lide/bila-jiri
• University of Guadalajara, Mexico, http://www.mis.cuvalles.udg.mx/nucleo-academico-basico
• Fukuoka Institute of Technology (FIT), Japan,  http://www.fit.ac.jp/~barolli/
• Technological Institute of Cd. Victoria, Mexico, https://www.itvictoria.edu.mx/oferta/maestria_sistemas/catedraticos/Adriana%20Mexicano%20Santoyo2020.pdf
  
• Hanoi University of Industry, Vietnam, https://fit.haui.edu.vn/en
• National Taiwan Ocean University, Taiwan, http://ind.ntou.edu.tw/~ylchung/index.html
• National Institute of Technology, Niihama College, Japan, https://www.researchgate.net/profile/Shigeru-Kato-2

Časový rozvrh přednášky