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Identification

Personal identification

Full name
Ricardo Rodriguez Jorge

Citation names

  • Jorge, Ricardo
  • Ricardo Rodriguez Jorge

Author identifiers

Ciência ID
DB10-054D-65E3
ORCID iD
0000-0002-4575-5082
Projects

Grant

Designation Funders
2024 - Current Detection of anomalies in artificial intelligent systems (part of "Smart cybersecurity countermeasures for the network of the future."-CICERO)
04-000298
 Centro para el Desarrollo Tecnológico Industrial
2016 - 2017 Detection of cardiac arrhythmia patterns by adaptive analysis
DSA/103.5/16/10473
 Secretaría de Educación Pública
2013 - 2014 Architecture of neural networks for arrhythmia detection
PROMEP/103.5/13/9045
 Secretaría de Educación Pública
Outputs

Publications

Book
  1. Ricardo Rodríguez Jorge. Signal Processing and Machine Learning for Innovation Engineering: Understanding grey box and neural models. 2025.
    10.3926/oms.418
  2. Ba, N.N.; Jorge, R.R.. Building an Early Warning Model for Detecting Environmental Pollution of Wastewater in Industrial Zones. 2020.
    10.1007/978-3-030-33509-0_78
  3. Mizera-Pietraszko, J.; Jorge, R.R.; Pérez, D.M.A.; Pichappan, P.. Preface. 2017.
Conference paper
  1. Ricardo Rodriguez Jorge. "A grey-box model for real-time control and monitoring". 2024.
    10.1007/978-3-031-76462-2_37
  2. Mexicano, A.; Carmona-Frausto, J.C.; Montes-Dorantes, P.N.; Cervantes, S.; Cervantes, JA.; Ricardo Rodriguez Jorge. "Simulated Annealing and Tabu Search for Solving the Single Machine Scheduling Problem". 2022.
    10.1007/978-3-031-19945-5_8
  3. Losket, P.; Robles, R.S.; Li, F.; Jorge, R.R.; Fong, S.. "Message from the Chairs". 2019.
    10.1109/DDP.2019.00006
  4. Fierro, G.; Ricardo Rodriguez Jorge; Mizera-Pietraszko, J.; Martinez-Garcia, E.. "Design and Implementation of a Data Acquisition System for R Peak Detection in Electrocardiograms". 2018.
  5. Gabriela Idali Ibarra Fierro; Ricardo Rodriguez-Jorge; J. Mizera-Pietraszko; Edgar A. Martinez-Garcia. "Design and Implementation of a Data Acquisition System for R Peak Detection in Electrocardiograms". 2018.
    10.5220/0006752807150721
  6. Mizera-Pietraszko, Jolanta; Kolaczek, Grzegorz; Rodriguez Jorge, Ricardo; Martinez Garcia, Edgar Alonso. "Information Streaming Systems: A Review". 2018.
    10.1109/INISTA.2018.8466323
  7. Mizera-Pietraszko, Jolanta; Kolaczek, Grzegorz; Jorge, Ricardo Rodriguez. "Source-Target Mapping Model of Streaming Data Flow for Machine Translation". 2017.
    10.1109/INISTA.2017.8001209
  8. Mexicano, A.; Rodriguez, R.; Cervantes, S.; Montes, P.; Jimenez, M.; Almanza, N.; Abrego, A.. "The Early Stop Heuristic: A New Convergence Criterion for K-means". 2016.
    10.1063/1.4952103
  9. Mexicano, A.; Rodriguez, R.; Cervantes, S.; Ponce, R.; Bernal, W.. "Fast Means: Enhancing the K-Means Algorithm by Accelerating its Early Classification Version". 2015.
    10.1063/1.4913023
  10. Rodriguez, Ricardo; Vergara Villegas, Osslan O.; Cruz Sanchez, Vianey G.; Bila, Jiri; Mexicano, Adriana. "Arrhythmia disease classification using a higher-order neural unit". 2015.
    10.1109/FGCT.2015.7300253
  11. Rodriguez, Ricardo; Mexicano, Adriana; Cervantes, Salvador; Ponce, Rafael; Bila, Jiri; Nghien, N. B.. "Hilbert-Huang Transform and Neural Networks for Electrocardiogram Modeling and Prediction". 2014.
    10.1109/ICNC.2014.6975896
  12. Rodriguez, Ricardo; Mexicano, Adriana; Ponce-Medellin, Rafael; Bila, Jiri; Cervantes, Salvador. "Adaptive Threshold and Principal Component Analysis for Features Extraction of Electrocardiogram Signals". 2014.
    10.1109/IS3C.2014.324
  13. "Hilbert transform and neural networks for identification and modeling of ECG complex". 2013.
    10.1109/INTECH.2013.6653663
  14. Bukovsky, Ivo; Ichiji, Kei; Homma, Noriyasu; Yoshizawa, Makoto; Rodriguez, Ricardo. "Testing Potentials of Dynamic Quadratic Neural Unit for Prediction of Lung Motion during Respiration for Tracking Radiation Therapy". 2010.
    10.1109/IJCNN.2010.5596748
  15. Ivo Bukovsky; Noriyasu Homma; Ladislav Smetana; Ricardo Rodriguez; Martina Mironovova; Stanislav Vrana. "Quadratic neural unit is a good compromise between linear models and neural networks for industrial applications". 2010.
    10.1109/COGINF.2010.5599677
  16. Rodriguez, R.; Ichiji, K.; Bukovsky, I.; Bila, J.; Homma, N.. "Lung motion prediction by static neural networks". 2010.
Edited book
  1. Mizera-Pietraszko, Jolanta; Ricardo Rodriguez Jorge; Almazo Pe´rez, D. M.; Pichappan, Pit, ed. Frontiers in Artificial Intelligence and Applications. Netherlands. 2017.
Journal article
  1. Rodriguez-Jorge, Ricardo; Sanchez-Perez, Laura; Bila, Jiri; Skvor, Jiri. "Rotating machinery fault diagnosis using a quadratic neural unit". International Journal of Grid and Utility Computing (2022): https://publons.com/wos-op/publon/53411760/.
    10.1504/IJGUC.2022.124403
  2. Rodriguez-Jorge, Ricardo; Huerta-Solis, Paola; Bila, Jiri; Skvor, Jiri. "Adaptive Analysis of Electrocardiogram Prediction Using a Dynamic Cubic Neural Unit". Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation (2022): https://publons.com/wos-op/publon/51856425/.
    10.1007/978-3-030-99619-2_41
  3. Mexicano, A.; Carmona, J. C.; Cervantes, S.; Cervantes, J. A.; Lopez, S.; Rodriguez, R.. "A Modified Version of K-Means Algorithm". Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation (2022): https://publons.com/wos-op/publon/50193723/.
    10.1007/978-3-030-89899-1_32
  4. Rodriguez-Jorge, Ricardo; Bila, Jiri; Skvor, Jiri. "Neural Network with L-M Algorithm for Arrhythmia Disease Classification". Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation (2022): https://publons.com/wos-op/publon/50193696/.
    10.1007/978-3-030-89899-1_33
  5. Rodríguez-Jorge, R.; De León-Damas, I.; Bila, J.; Škvor, J.. "Internet of things-assisted architecture for QRS complex detection in real time". Internet of Things (Netherlands) 14 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85114805424&partnerID=MN8TOARS.
    10.1016/j.iot.2021.100395
  6. Ricardo Rodríguez-Jorge; Laura Sánchez-Pérez; Jirí Bíla; Jirí Škvor. "Adaptive Architecture for Fault Diagnosis of Rotating Machinery". Lecture Notes in Networks and Systems (2021): https://publons.com/wos-op/publon/43492818/.
    10.1007/978-3-030-75078-7_5
  7. Cuong Nguyen Cong; Ricardo Rodriguez-Jorge; Nghien Nguyen Ba; Chuong Trinh Trong; Nghia Nguyen Anh. "Design of Optimal PI Controllers Using the Chemical Reaction Optimization Algorithm for Indirect Power Control of a DFIG Model with MPPT". Advances in Intelligent Systems and Computing (2020): https://publons.com/wos-op/publon/52884584/.
    10.1007/978-3-030-44038-1_114
  8. Cervantes, S.; Mexicano, A.; Cervantes, J.-A.; Rodriguez, R.; Fuentes-Pacheco, J.. "Binary Pattern Descriptors for Scene Classification". IEEE Latin America Transactions 18 1 (2020): 83-91. http://www.scopus.com/inward/record.url?eid=2-s2.0-85082770529&partnerID=MN8TOARS.
    10.1109/TLA.2020.9049465
  9. Ricardo Rodríguez-Jorge; I. De León-Damas; Jiri Bila. "Detection of the QRS Complexity in Real Time with Bluetooth Communication". Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation (2020): https://publons.com/wos-op/publon/36294461/.
    10.1007/978-3-030-61105-7_43
  10. Rodríguez-Jorge, R.; Bila, J.. "Cardiac arrhythmia prediction by adaptive analysis via bluetooth". Mendel 26 2 (2020): 29-38. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098285818&partnerID=MN8TOARS.
    10.13164/mendel.2020.2.029
  11. 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". Advances in Intelligent Systems and Computing (2019): https://publons.com/wos-op/publon/17474589/.
    10.1007/978-3-319-98678-4_50
  12. Mexicano-Santoyo, A.; Rodriguez-Jorge, R.; Abrego, A.; Jimenez, M. A.; Zuniga-Trevino, R.; Martinez-Garcia, Edgar A.. "Visual Analysis of Differential Evolution Algorithms". Advances in Intelligent Systems and Computing (2019): https://publons.com/wos-op/publon/17474588/.
    10.1007/978-3-319-98678-4_51
  13. Bila, J.; Jorge, R.R.; Novak, M.. "Modelling of complex systems by means of partial algebras". Mendel 25 1 (2019): 103-110. http://www.scopus.com/inward/record.url?eid=2-s2.0-85071511512&partnerID=MN8TOARS.
    10.13164/mendel.2019.1.103
  14. Nghien, N. B.; Rodriguez Jorge, Ricardo; Martinez Garcia, Edgar; Torres Cordoba, Rafael; Mizera-Pietraszko, Jolanta; Montes Olguin, Angel. "Predicting the Short-Term Exchange Rate Between United State Dollar and Czech Koruna Using Hilbert-Huang Transform and Fuzzy Logic". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2018): https://publons.com/wos-op/publon/17474581/.
    10.1007/978-3-319-69835-9_75
  15. Martinez-Garcia, Edgar A.; Rodriguez, Nancy Avila; Rodriguez-Jorge, Ricardo; Mizera-Pietraszko, Jolanta; Sheba, Jaichandar Kulandaidaasan; Elara, Mohan Rajesh; Magid, Evgeni. "Non Linear Fitting Methods for Machine Learning". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2018): https://publons.com/wos-op/publon/1838035/.
    10.1007/978-3-319-69835-9_76
  16. Rodriguez Jorge, Ricardo; Martinez Garcia, Edgar; Mizera-Pietraszko, Jolanta; Bila, Jiri; Torres Cordoba, Rafael. "Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2018): https://publons.com/wos-op/publon/17474582/.
    10.1007/978-3-319-69835-9_74
  17. Rodriguez Jorge, Ricardo; Martinez Garcia, Edgar; Torres Cordoba, Rafael; Bila, Jiri; Mizera-Pietraszko, J.. "Adaptive Threshold, Wavelet and Hilbert Transform for QRS Detection in Electrocardiogram Signals". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2018): https://publons.com/wos-op/publon/17474580/.
    10.1007/978-3-319-69835-9_73
  18. Mexicano, A.; Cervantes, S.; Rodriguez, R.; Perez, J.; Almanza, N.; Jimenez, M. A.; Azuara, A.. "Identifying stable objects for accelerating the classification phase of k-means". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2017): https://publons.com/wos-op/publon/7859087/.
    10.1007/978-3-319-49109-7_88
  19. Montes Olguin, Angel; Rodriguez Jorge, Ricardo. "Fuzzy Control Proposal for the Climate of a Homemade Greenhouse". Frontiers in Artificial Intelligence and Applications (2017): https://publons.com/wos-op/publon/7859094/.
    10.3233/978-1-61499-773-3-257
  20. Almazo, Diego; Rodriguez Jorge, Ricardo; Mizera-Pietraszko, Jolanta. "Computational Fluid Dynamics Simulation for Propeller". Frontiers in Artificial Intelligence and Applications (2017): https://publons.com/wos-op/publon/7859096/.
    10.3233/978-1-61499-773-3-162
  21. Rodriguez Jorge, Ricardo. "Artificial Neural Networks: Challenges in Science and Engineering Applications". Frontiers in Artificial Intelligence and Applications (2017): https://publons.com/wos-op/publon/7859084/.
    10.3233/978-1-61499-773-3-25
  22. Mexicano, Adriana; Jorge, Ricardo Rodriguez; Montes, Pascual; Perez, Joaquin. "Acceleration of the K-means algorithm by removing stable items". International Journal of Space-Based and Situated Computing (2017): https://publons.com/wos-op/publon/1820498/.
    10.1504/IJSSC.2017.10008032
  23. Martinez Molina, A.; Rodriguez Jorge, R.; Villa-Angulo, R.; Bila, J.; Mizera-Pietraszko, J.; Torres Arguelles, S.. "Review on Higher-Order Neural Units to Monitor Cardiac Arrhythmia Patterns". Frontiers in Artificial Intelligence and Applications (2017): https://publons.com/wos-op/publon/7859092/.
    10.3233/978-1-61499-773-3-219
  24. Rodriguez Jorge, Ricardo; Bila, Jiri; Mizera-Pietraszko, Jolanta; Loya Orduno, Ricardo Ezequiel; Martinez Garcia, Edgar; Torres Cordoba, Rafael. "Adaptive Methodology for Designing a Predictive Model of Cardiac Arrhythmia Symptoms Based on Cubic Neural Unit". Frontiers in Artificial Intelligence and Applications (2017): https://publons.com/wos-op/publon/7859085/.
    10.3233/978-1-61499-773-3-232
  25. Cancino Herrera, Jose Elias; Rodriguez Jorge, Ricardo; Vergara Villegas, Osslan Osiris; Cruz Sanchez, Vianey Guadalupe; Bila, Jiri; Nandayapa Alfaro, Manuel de Jesus; Ponce, Israel U.; Soto Marrufo, Angel Israel; Flores Abad, Angel. "Monitoring of Cardiac Arrhythmia Patterns by Adaptive Analysis". NETWORKING COMMUNICATION AND DATA KNOWLEDGE ENGINEERING, VOL 1 (2017): https://publons.com/wos-op/publon/7859086/.
    10.1007/978-3-319-49109-7_86
  26. Vergara Villegas, Osslan Osiris; Cruz Sanchez, Vianey Guadalupe; Rodriguez Jorge, Ricardo; Nandayapa Alfaro, Manuel de Jesus. "Editorial for Volume 7 Number 3 Recent ADvances in Augmented Reality (RADAR)". International Journal of Combinatorial Optimization Problems and Informatics (2016): https://publons.com/wos-op/publon/17474586/.
  27. "Feature Extraction of Electrocardiogram Signals by Applying Adaptive Threshold and Principal Component Analysis". Journal of Applied Research and Technology (2015): https://publons.com/wos-op/publon/17474578/.
    10.1016/J.JART.2015.06.008
  28. Rodriguez, Ricardo; Bukovsky, Ivo; Homma, Noriyasu. "Potentials of Quadratic Neural Unit for Applications". ADVANCES IN ABSTRACT INTELLIGENCE AND SOFT COMPUTING (2013): https://publons.com/wos-op/publon/7859101/.
    10.4018/978-1-4666-2651-5.CH023
  29. Ricardo Rodriguez Jorge; Bukovsky,Ivo; Homma,Noriyasu. "Potentials of Quadratic Neural Unit for Applications". International Journal of Software Science and Computational Intelligence (IJSSCI) 3 3 (2011): 1-12. https://www.igi-global.com/gateway/article/60745.
    10.4018/ijssci.2011070101
  30. Rodriguez Jorge, Ricardo; Reyes Salgado, Gerardo; Cruz Sanchez, Vianey Guadalupe. "Verification and Validation of a Neural-Symbolic Hybrid System Using an Enhanced Petri Net". Proceedings of the Seventh Ieee International Conference on Cognitive Informatics (2008): https://publons.com/wos-op/publon/7859102/.
    10.1109/COGINF.2008.4639164
Report
  1. Ricardo Rodriguez Jorge. 2018. Métodos de Lie aplicados a campos vectoriales algebrizables en dimensión tres. http://cathi.uacj.mx/20.500.11961/5437.