Raúl Monroy obtained a PhD in Artificial Intelligence in 1998 from Edinburgh University, under the supervision of Prof. Alan Bundy. He has been in Computing at Tecnologico de Monterrey, Campus Estado de México, since 1985. There, he is a (full) Professor and he has founded the research group in Advanced Artificial Intelligence. Prof. Monroy is a member of the CONACYT-SNI Mexican Research System, currently rank 3 (top). He is a fellow of the Mexican Academy of Sciences and of the Mexican Academy of Computing. His research focuses on the design and development of novel machine learning models, which he often applies in the domain of cyber security, public security, etc. Prof. Monroy has held 15 research grants from several funding agencies, including Google (holder), CONACYT (holder) - the Mexican research council -, ECOS - NORd (co-holder), BMBF (co-holder), DAAD, (co-holder), FRIDA (holder) and CONACyT-REDII (co-holder) and is the sole or joint author of over 90 published papers. He is programme co-chair for MICAI-2004, MICAI-2005 and MICAI 2009. He has been President of the Mexican Society for Artificial Intelligence (2010 - 2012), chair of the CONACYT Research Network on ICT (2012 - 2014), and Secretary to the Mexican Academy of Computing (2018 - 2020).

1. Carlos E Quintero Narvaes, R. Monroy. Zero-Knowledge Proofs for Questionnaire Result Verification in Smart Contracts. In: Proceedings of the Encuentro Nacional de Computación, ENC 2023. IEEE Computer Press. 2023. 
2. J.-L. Llano García, R. Monroy, V. Sosa. An Experimental Protocol for Neural Architecture Search in Super-Resolution. In: J. Giraldo, E. Talavera, S. Velasco-Forero (eds) Proceedings of the ICCV 2023 LatinX in Computer Vision Workshop. 2023. 
3. A. Huidobro, R. Monroy, M.-A. Godoy, B. Cervantes. A Contrast-Pattern Characterization of Web Site Visitors in Terms of Conversions. In: Hosseini, S., Peluffo, D.H., Nganji, J., Arrona-Palacios, A. (eds) Technology-Enabled Innovations in Education. Transactions on Computer Systems and Networks. Springer, Singapore. © Springer, 2022.
4. A. Huidobro, R. Monroy, B. Cervantes. A High-Level Representation of the Navigation Behavior of Website Visitors.  Applied Sciences.12:6711. © MDPI, 2022.
5. L. Cañete-Sifuentes, R. Monroy, M.-A. Medina-Pérez. FT4cip: A new functional tree for classification in class imbalance problems. Knowledge-Based Systems. 252:109294. Elsevier, 2022.
6. J. Khodadoust, M.-A. Medina-Pérez, O. Loyola-González, R. Monroy, A.-M Khodadoust. A secure and robust indexing algorithm for distorted fingerprints and latent palmprints. Expert Systems with Applications 206:117806. Elsevier 2022.
7. J.-C. López-Pimentel, L.-A. Morales-Rosales, R. Monroy. RootLogChain: Registering log-events in a blockchain for audit issues from the creation of the root. Sensors 21(22): 7669 © MDPI, 2021.
8. J.-L. Llano-García, R. Monroy, V.-A. Sosa-Hernández, C.-A. Coello-Coello. COARSE-EMOA: An Indicator-based Evolutionary Algorithm for Solving Equality Constrained Multi-objective Optimization Problems. Swarm and Evolutionary Computation. 100983 © Elsevier, 2021.
9. L. De Armas Jacomino, M. Medina-Pérez, R. Monroy, D. Valdes-Ramirez, C. Morell-Pérez, R. Bello. Dwell time estimation of import containers as an ordinal regression problem. Applied Sciences. 11(20):9380 © MDPI, 2021.
10. A. Silva-Gálvez, R. Monroy, J.-E. Ramírez-Márquez, C. Zhang. A Video Game-Crowdsourcing Approach to Discover a Player’s Strategy for Problem Solution to Housing Development. IEEE Access. 9:114870-114883 © IEEE Computer Press, 2021.
11. L. Cañete-Sifuentes, R. Monroy, M.-A. Medina-Pérez. A review and experimental comparison of multivariate decision trees. IEEE Access. 9:110451-110479 © IEEE Computer Press, 2021.
12. M. Vargas-Santiago, R. Monroy, C. Zhang, J.-E. Ramírez-Márquez, Diana A. Leon-Velasco. The Adaptable Pareto Set Problem for Facility Location: A Video Game Approach. Expert Systems with Applications. 186:115682. 2021.
13. I. Lin, O. Loyola-González, R. Monroy, M.-A. Medina-Pérez. A review of fuzzy and pattern approaches for class imbalance problems. Applied Sciences. 11(14):6310. 2021.
14. I. Pérez-Sánchez, B. Cervantes, M.-A Medina-Pérez, R. Monroy, O. Loyola-González, S. García, F. Herrera. An indexing algorithm based on clustering of minutia cylinder codes for fast latent fingerprint identification. IEEE Access. 9:85488–85499 © IEEE Computer Press 2021.
15. O. Loyola-González, E.-F. Ferreira Mehnert, A. Morales-Moreno, J. Fierrez, M.-A. Medina-Pérez, R. Monroy. Minutiae Errors in Latent Fingerprint Identification: Assessment and Prediction. Applied Sciences. 11(9):4187, pp 1-18. © MDPI 2021.
16. L.-D. Samper-Escalante *, O. Loyola-González, R. Monroy, M.-A. Medina-Pérez. Bot datasets on Twitter: Analysis and challenges. Applied Sciences. 11(9):4105, pp. 1-25. © MDPI 2021.
17. E.-J. Rivera-Ríos, M.-A. Medina-Pérez, M.-S. Lazo-Cortés, R. Monroy. Learning-Based Dissimilarity for clustering categorical data. Applied Sciences. 11(8):3509, pp. 1-17. © MDPI 2021.
18. R.-A. Ramírez-Valenzuela, R. Monroy, O. Loyola-González, Fernando Godínez, A. Soberanes-Martín A. A One-Class-Classification approach to create a stress-level curve plotter through wearable measurements and behavioral patterns. International Journal on Interactive Design and Manufacturing 15:159-171 © Springer 2021.
19. J. Khodadoust, M.-A. Medina-Pérez, R. Monroy, A.-M Khodadoust, S.-S. Mirkamali. A Multibiometric System based on the Fusion of Fingerprint, Finger-Vein, and Finger-Knuckle-Print. Expert Systems with Applications. 176(1)114687. 2021.
20. V.-A. Sosa-Hernández, R. Monroy, M.-A. Medina-Pérez, O. Loyola-González, F. Herrera. A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities. Computing Surveys. 54(1):1-38 © ACM 2021.
21. H. Zhu, C. Zhang, J.-E. Ramirez Marquez, S. Wu, R. Monroy, The Integration of Protection, Restoration, and Adaptive Flow Redistribution in Building Resilient Networked Critical Infrastructures against Intentional Attacks. IEEE Systems Journal. 15(2):2959-2970. © IEEE 2021.