Usted está aquí: Inicio->Investigación->Computación->Personal académico
flash departamento

Datos personales
Nombre: Olague Caballero ,  Gustavo
Categoría: INVESTIGADOR TITULAR
SNI: INVESTIGADOR II
Departamento: Ciencias de la Computación
División: Física Aplicada
Correo: olague@cicese.mx
Extensión: 00000
Página personal: http://usuario.cicese.mx/~olague
Proyectos
Líneas de investigación
Laboratorios

Publicaciones
2023
  • Ibarra Vazquez, G., Ramírez Montoya, M. S., Buenestado Fernández, M., & Olague Caballero, G. (2023). Predicting open education competency level: A machine learning approach. HELIYON, 9(11), 1-15. doi: 10.1016/j.heliyon.2023.e20597. (ID: 29035)
  • Olague Caballero, G., Pineda Núñez, R., Ibarra Vazquez, G., Olague, M., Martínez Navarro, A., Bakshi, S., Vargas Vega, J. N., & Reducindo, I. (2023). Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning. IEEE Transactions on Emerging Topics in Computing, 1-14. doi: 10.1109/TETC.2023.3316549. (ID: 29032)
  • Olague Caballero, G., Olague, M., Ibarra Vazquez, G., Reducindo, I., Barrera Román, A., Martínez Navarro, A., & Briseño Cervantes, J. L. (2023). Modeling Hierarchical Architectures with Genetic Programming and Neuroscience Knowledge for Image Classification Through Inferential Knowledge. In Trujillo, Winkler, Silva, and Banzhaf. (Eds.), Genetic Programming Theory and Practice XIX (pp. 141-166). Springer. (ID: 29036)
  • Ochoa Montiel, M. R., Sossa Azuela, J. H., Olague Caballero, G., & Sánchez López, C. (2023). Automatic Recognition of Leukemia AML Using Evolutionary Vision. Computación y Sistemas, 27(1), 247-256. doi: 10.13053/cys-27-1-4536. (ID: 29033)
2022
  • Ochoa Montiel, M. R., Chan Ley, M. A., Sossa Azuela, J. H., Olague Caballero, G., & Morales López, F. E. (2022). Leukemia recognition with evolutionary vision and knowledge transfer. International Journal of Combinatorial Optimization Problems and Informatics, 13(4), 9. (ID: 28112)
  • Olague Caballero, G., Menéndez Clavijo, J. A., Olague, M., Ocampo, A., Ibarra Vazquez, G., Ochoa Montiel, M. R., & Pineda Núñez, R. (2022). Automated Design of Salient Object Detection Algorithms with Brain Programming. Applied Sciences, 12(10), 32. doi: 10.3390/app122010686. (ID: 28097)
  • Reducindo, I., & Olague Caballero, G. (2022). Cadena de preservación digital resiliente: una aproximación desde la programación genética. In Nelson Javier Pulido Daza Adriana Mata Puente (Eds.), El documento digital: aspectos para garantizar su integridad por la ciudadanía (pp. 103-132). Universidad Autónoma de San Luis Potosí. (ID: 28172)
  • Hernández Valencia, B., Castro Chacón, J. H., Reyes Ruiz, M., Lehner, M. J., Guerrero, C. A., Silva, J. S., Hernández Águila, J. B., Alvarez Santana, F. I., Sánchez, E., Nuñez, J. M., Calvario Velásquez, L. T., Figueroa, L., Huang, C. K., Wang, S., Alcock, C., Chen, W. P., Granados Contreras, A. P., Geary, J. C., Cook, K. H., Kavelaars, J. J., Norton, T., Szentgyorgyi, A., Yen, W. L., Zhang, Z. W., & Olague Caballero, G. (2022). Pattern Recognition Using SVM for the Classification of the Size and Distance of Trans-Neptunian Objects Detected by Serendipitous Stellar Occultations. Publications of the Astronomical Society of the Pacific, 134(1038), 15. doi: 10.1088/1538-3873/ac7f5c. (ID: 28113)
  • Chowdhury, D. P., Bakshi, S., Pero, C., Olague Caballero, G., & Sa, P. K. (2022). Privacy Preserving Ear Recognition System using Transfer Learning in Industry 4.0. IEEE Transactions on Industrial Informatics. (ID: 28102)
  • Olague Caballero, G. (2022). Commentary on "On the optimal placement of cameras for surveillance and the underlying set cover problem" [Applied Soft Computing, vol. 74, 2019, pages 133-153]. Applied Soft Computing, 126(9), 4. doi: 10.1016/j.asoc.2022.109299. (ID: 28103)
  • Ibarra Vazquez, G., Olague Caballero, G., Chan Ley, M. A., Puente Montejano, C. A., & Soubervielle Montalvo, C. (2022). Brain programming is immune to adversarial attacks: Towards accurate and robust image classification using symbolic learning. Swarm and Evolutionary Computation, 71(101059), 17. doi: 10.1016/j.swevo.2022.101059. (ID: 28104)
  • Soubervielle Montalvo, C., Perez Cham, O. E., Puente Montejano, C. A., González Galván, E. J., Olague Caballero, G., Aguirre Salado, C. A., Cuevas Tello, J. C., & Ontanon Garcia, L. J. (2022). Design of a Low-Power Embedded System Based on a SoC-FPGA and the Honeybee Search Algorithm for a Real-Time Video Tracking. Sensors, 22(1280), 1-26. doi: 10.3390/s22031280. (ID: 27583)
2021
  • Ochoa Montiel, M. R., Sossa Azuela, J. H., Olague Caballero, G., Chan Ley, M. A., & Menéndez Clavijo, J. A. (2021). Symbolic Learning using Brain Programming for the Recognition of Leukemia Images. Computación y Sistemas, 25(4), 707-718. doi: 10.13053/CyS-25-4-4045. (ID: 27258)
  • Perez Cham, O. E., Puente Montejano, C. A., Soubervielle Montalvo, C., Olague Caballero, G., Castillo Barrera, F. E., Nuñez Varela, J., & Limon Romero, J. (2021). Automata design for honeybee search algorithm and its applications to 3D scene reconstruction and video tracking. Swarm and Evolutionary Computation, 61, 1-22. doi: 10.1016/j.swevo.2020.100817. (ID: 26616)
2020
  • Fernández De Vega, F., Olague Caballero, G., Chávez De La O, F., Lanza, d., Banzhaf, W., & Goodman, E. (2020). It is Time for New Perspectives on How to Fight Bloat in GP. In Wolfgang Banzhaf, Erik Goodman, Leigh Sheneman, Leonardo Trujillo and Bill Worzel (Eds.), Genetic Programming Theory and Practice XVII (pp. 25-38). Springer. (ID: 26617)
  • Chan Ley, M. A., & Olague Caballero, G. (2020). Categorization of digitized artworks by media with brain programming. Applied Optics, 59(14), 4437-4447. doi: 10.1364/AO.385552. (ID: 26098)
  • Ochoa Montiel, M. R., Olague Caballero, G., & Sossa Azuela, J. H. (2020). Expert knowledge for the recognition of leukemic cells. Applied Optics, 59(14), 4448-4460. doi: 10.1364/AO.385208. (ID: 26097)
  • Chan Ley, M. A., & Olague Caballero, G. (2020). Hands-on Artificial Evolution Through Brain Programming. In Wolfgang Banzhaf, Erik Goodman, Leigh Sheneman, Leonardo Trujillo and Bill Worzel (Eds.), Genetic Programming Theory and Practice XVII (pp. 227-253). Springer. (ID: 26618)
  • Chan Ley, M. A., Olague Caballero, G., Altamirano Gómez, G. E., & Clemente Torres, E. H. (2020). Self-localization of an uncalibrated camera through invariant properties and coded target location. Applied Optics, 59(13), D239-D245. doi: 10.1364/AO.385841. (ID: 26096)
  • Perez Cham, O. E., Puente Montejano, C. A., Soubervielle Montalvo, C., Olague Caballero, G., Aguirre Salado, C. A., & Nuñez Varela, A. S. (2020). Parallelization of the honeybee search algorithm for object tracking. Applied Sciences, 10(6), 24. doi: 10.3390/app10062122. (ID: 26099)
  • Fernández De Vega, F., Olague Caballero, G., Lanza, d., Chávez De La O, F., Banzhaf, W., Goodman, E., Menéndez Clavijo, J. A., & Martínez Navarro, A. (2020). Time and Individual Duration in Genetic Programming. IEEE Access, 8, 38692-38713. doi: 10.1109/ACCESS.2020.2975753. (ID: 26100)
2019
  • Meza Sánchez, I. M., Clemente Torres, E. H., Rodríguez Liñan, M. C., & Olague Caballero, G. (2019). Synthetic-Analytic Behavior-based Control Framework: Constraining Velocity in Tracking for Nonholonomic Wheeled Mobile Robots. Information Sciences, 501, 436-459. doi: 10.1016/j.ins.2019.06.025. (ID: 25074)
  • Olague Caballero, G., Clemente Torres, E. H., Hernández Morales, D. E., Barrera Román, A., Chan Ley, M. A., & Bakshi, S. (2019). Artificial Visual Cortex and Random Search for Object Categorization. IEEE Access, 7, 54054-54072. doi: 10.1109/ACCESS.2019.2912792. (ID: 25073)
  • Puente Montejano, C. A., Olague Caballero, G., Trabucchi, M., Arjona Villicaña, P. D., & Soubervielle Montalvo, C. (2019). Synthesis of Vegetation Indices Using Genetic Programming for Soil Erosion Estimation. Remote Sensing, 11(2), 25 ages. doi: 10.3390/rs11020156. (ID: 24499)
2018
2017
  • Hernández Morales, D. E., Olague Caballero, G., Hernández Valencia, B., & Clemente Torres, E. H. (2017). CUDA-based parallelization of a bio-inspired model for fast object classification. NEURAL COMPUTING & APPLICATIONS. doi: 10.1007/s00521-017-2873-3. (ID: 23046)
2016
  • Chávez De La O, F., Fernández De Vega, F., Lanza, d., Benavides, C., Villegas Cortez, J., Trujillo Reyes, L., Olague Caballero, G., & Roman, G. (2016). Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition. INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 1-15. doi: 10.1177/1094342016678302. (ID: 21501)
  • Lopez Lopez, V. R., Trujillo Reyes, L., Legrand, P., Díaz Ramírez, V. H., & Olague Caballero, G. (2016). Comparison of Local Feature Extraction Paradigms Applied to Visual SLAM. Computación y Sistemas, 20(4), 565-587. doi: 10.13053/CyS-20-4-2500. (ID: 21261)
  • Olague Caballero, G. (2016). In Natural Computing Series (Eds.), Evolutionary Computer Vision: The First Footprints (pp. 411). Springer. (ID: 21253)
  • Lanza, d., Chávez De La O, F., Fernández De Vega, F., García Valdez, M., Trujillo Reyes, L., & Olague Caballero, G. (2016). Profiting from Several Recommendation Algorithms using a Scalable Approach. In Oliver Schütze, L. Trujillo, P. Legrand, Y. Maldonado (Eds.), Studies in Computational Intelligence. Volume 663 (pp. 357-375). Springer. (ID: 21258)
2015
  • Clemente Torres, E. H., Chávez De La O, F., Fernández De Vega, F., & Olague Caballero, G. (2015). Self-adjusting focus of attention in combination with a genetic fuzzy system for improving a laser environment control device system. Applied Soft Computing, 32, 250-265. doi: 10.1016/j.asoc.2015.03.011. (ID: 20128)
2014
  • García Valdez, M., Trujillo Reyes, L., Merelo Guervós, J. J., Fernández De Vega, F., & Olague Caballero, G. (2014). The EvoSpace model for pool-based evolutionary algorithms. Journal of Grid Computing. doi: 10.1007/s10723-014-9319-2. (ID: 17585)
  • Dozal García, L. F., Olague Caballero, G., Clemente Torres, E. H., & Hernández Morales, D. E. (2014). Brain programming for the evolution of an artificial dorsal stream. Cognitive Computation, 6(3), 528-557. doi: 10.1007/s12559-014-9251-6. (ID: 17584)
  • Olague Caballero, G., Dozal García, L. F., Clemente Torres, E. H., & Ocampo Torres, A. I. (2014). Optimizing an artificial dorsal stream on purpose for visual attention. In O. Schütze et al (Eds.), Evolve - a Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation III (pp. 141-166). Springer. (ID: 15864)
  • Olague Caballero, G., Clemente Torres, E. H., Dozal García, L. F., & Hernández Morales, D. E. (2014). Evolving an artificial visual cortex for object recognition with brain programming. In O. Schütze et al (Eds.), Evolve - a Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation III (pp. 97-119). Springer. (ID: 16339)
  • Hernández Morales, D. E., Olague Caballero, G., Clemente Torres, E. H., & Dozal García, L. F. (2014). Optimizing a conspicuous point detector for camera trajectory estimation with brain programming. In O. Schütze et al (Eds.), Evolve - a Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation III (pp. 121-140). Springer. (ID: 15865)
2013
  • Pérez Castro, C. B., & Olague Caballero, G. (2013). Genetic programming as strategy for learning image descriptor operators. Intelligent Data Analysis, 17(4), 561-583. doi: 10.3233/IDA-130594. (ID: 15588)
  • Olague Caballero, G. (2013). In Christian Blum Ikerbasque (Eds.), Proceedings of the fifteenth annual conference on genetic and evolutionary computation. Association for Computing Machinery. (ID: 17183)
2012
  • Fernández De Vega, F., Olague Caballero, G., Trujillo Reyes, L., & Lombraña González, D. (2012). Customizable execution environments for evolutionary computation using BOINC + virtualization. Natural Computing, 12 (2), 163-177. doi: 10.1007/s11047-012-9343-8. (ID: 15169)
  • Olague Caballero, G. (2012). In Soule et al (Eds.), Proceedings of the fourteenth international conference on genetic and evolutionary computation conference companion. Association for Computing Machinery. (ID: 17182)
  • Trujillo Reyes, L., Legrand, P., Olague Caballero, G., & Lévy Véhel, J. (2012). Evolving estimators or the pointwise Hölder exponent with genetic programming. Information Sciences, 209, 61-79. doi: 10.1016/j.ins.2012.04.043. (ID: 15170)
  • Villegas Cortez, J., Olague Caballero, G., Sossa Azuela, J. H., & Avilés Cruz, C. (2012). Evolutionary associative memories through genetic programming. In F.Fernández de Vega, J.I. Hidalgo Pérez, J. Lanchares (Eds.), Parallel Architectures & Bioinspired Algorithms (pp. 171-188). Springer-Verlag. (ID: 14948)
  • Trabucchi, M., Puente Montejano, C. A., Comin, F. A., Olague Caballero, G., & Smith, S. V. (2012). Mapping erosion risk at the basin scale in a Mediterranean environment with opencast coal mines to target restoration actions. Regional Environmental Change. doi: 10.1007/s10113-012-0278-5. (ID: 15414)
2011
  • Trujillo Reyes, L., Olague Caballero, G., Lutton, E., Fernández De Vega, F., Dozal García, L. F., & Clemente Torres, E. H. (2011). Speciation in behavioral space for evolutionary robotics. Journal of Intelligent & Robotic Systems, 64(3-4), 323-351. doi: 10.1007/s10846-011-9542-z. (ID: 12533)
  • Olague Caballero, G., & Trujillo Reyes, L. (2011). Evolutionary-computer-assisted design of image operators that detect interest points using genetic programming. Image and Vision Computing, 29(7), 484-498. doi: 10.1016/j.imavis.2011.03.004. (ID: 14807)
  • Villegas Cortez, J., Sossa Azuela, J. H., Avilés Cruz, C., & Olague Caballero, G. (2011). Evolutionary associative memories through genetic programming. Revista Mexicana de Física, 57(2), 110-116. (ID: 14701)
  • Puente Montejano, C. A., Olague Caballero, G., Smith, S. V., Bullock Runquist, S. H., Hinojosa Corona, A., & González Botello, M. Á. (2011). A genetic programming approach to estimate vegetation cover in the context of soil erosion assessment. Photogrammetric Engineering and Remote Sensing, 77(4), 363-376. (ID: 14702)
  • Chávez De La O, F., Fernández, F., Alcalá, R., Alcalá Fernández, J., Olague Caballero, G., & Herrera, F. (2011). Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments. Applied Intelligence, 36(2), 407-423. doi: 10.1007/s10489-010-0268-6. (ID: 12798)
2009
  • Olague Caballero, G., & Trujillo Reyes, L. (2009). A genetic programming approach to the design of interest point operators. In Patricia Melin, Janusz Kacprzyk, and Witold Pedrycz (Eds.), Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition (pp. 49-65). Springer. (ID: 12391)
  • Pérez Castro, C. B., Olague Caballero, G., Lutton, E., & Fernández, F. (2009). Texture image segmentation using an interactive evolutionary approach. In Stefano Cagnoni (Eds.), Studies in Computational Intelligence. Evolutionary Image Analysis and Signal Processing (pp. 3-19). Springer. (ID: 13176)
  • Trujillo Reyes, L., & Olague Caballero, G. (2009). Detecting scale-invariant regions using evolved image operators. In Stefano Cagnoni (Eds.), Studies in Computational Intelligence. Evolutionary Image Analysis and Signal Processing (pp. 21-40). Springer. (ID: 13177)
  • Villegas Cortez, J., Sossa Azuela, J. H., Avilés Cruz, C., & Olague Caballero, G. (2009). Automatic synthesis of associative memories by genetic programming, a first approach. Research in Computing Science, 42, 91-102. (ID: 14067)
  • Olague Caballero, G., Pérez Castro, C. B., Fernández, F., & Lutton, E. (2009). An artificial life approach to dense stereo disparity. Artificial Life and Robotics, 13(2), 585-596. doi: 10.1007/s10015-008-0621-6. (ID: 12386)
2008
  • Fernández De Vega, F., Olague Caballero, G., Pérez Castro, C. B., & Lutton, E. (2008). Advancing dense stereo correspondence with the infection algorithm. In Cotta et al. (Eds.), Knowledge-Driven Computing (1 ed., pp. 305-324). Springer. (ID: 10735)
  • Olague Caballero, G., Dunn Rivera, E., & Lutton, E. (2008). Individual evolution as an adaptive strategy for photogrammetric network design. In C. Cotta, M. Sevaux and K. Sörensen (Eds.), Adaptive and Multilevel Metaheuristics (1 ed., pp. 157-176). Springer. (ID: 11251)
2007
  • Cagnoni, S., Lutton, E., & Olague Caballero, G. (2007). In Stefano Cagnoni, Evelyne Lutton, Gustavo Olague (Eds.), Genetic and Evolutionary Computation for Image Processing and Analysis (1st ed.). Hindawi Publishing Corporation. (ID: 10397)
  • Cagnoni, S., Lutton, E., & Olague Caballero, G. (2007). Genetic and Evolutionary Computation for Image Processing and Analysis. In Stefano Cagnoni, Evelyne Lutton, Gustavo Olague (Eds.), Genetic and Evolutionary Computation for Image Processing and Analysis (1 ed., pp. 1-22). Hindawi Publishing Corporation. (ID: 10401)
  • Olague Caballero, G., & Dunn Rivera, E. (2007). Evolutionary photogrammetric network design. In Stefano Cagnoni, Evelyne Lutton, Gustavo Olague (Eds.), Genetic and Evolutionary Computation for Image Processing and Analysis (1 ed., pp. 393-414). Hindawi Publishing Corporation. (ID: 10400)
  • Olague Caballero, G., & Hernández Valencia, B. (2007). Autonomous model-based corner detection using affine evolutionary algorithms. In Stefano Cagnoni, Evelyne Lutton, Gustavo Olague (Eds.), Genetic and Evolutionary Computation for Image Processing and Analysis (1 ed., pp. 135-155). Hindawi Publishing Corporation. (ID: 10399)
  • Hernández Valencia, B., Olague Caballero, G., Hammoud, R., Trujillo Reyes, L., & Romero Vásquez, E. (2007). Visual learning of texture descriptors for facial expression recognition in thermal imagery. Computer Vision and Image Understanding, 106(2-3), 258-269. doi: 10.1016/j.cviu.2006.08.012. (ID: 9904)
  • Trujillo Reyes, L., Olague Caballero, G., Legrand, P., & Lutton, E. (2007). Regularity based descriptor computer from local image oscillations. Optics Express, 15(10), 6140-6145. (ID: 10453)
  • Olague Caballero, G., & Dunn Rivera, E. (2007). Development of a practical photogrammetric network design using evolutionary computing. The Photogrammetric Record, 22(117), 22-38. (ID: 10450)
2006
  • Macías Guzmán, D., Olague Caballero, G., & Méndez Méndez, E. R. (2006). Inverse scattering with far-field intensity data: Random surfaces that belong to a well-defined statistical class. Waves in Random and Complex Media, 16(4), 545-560. (ID: 10316)
  • Olague Caballero, G., Fernández, F., Pérez Castro, C. B., & Lutton, E. (2006). The infection algorithm: An artificial epidemic approach for dense stereo correspondence. Artificial Life, 12(4), 593-615. (ID: 8364)
  • Olague Caballero, G., Cagnoni, S., & Lutton, E. (2006). Introduction to the special issue on evolutionary computer vision and image understanding. Pattern Recognition Letters, 27(11), 1161-1163. (ID: 8921)
  • Dunn Rivera, E., Olague Caballero, G., & Lutton, E. (2006). Parisian camera placement for vision metrology. Pattern Recognition Letters, 27(11), 1209-1219. (ID: 7416)
2005
  • Olague Caballero, G., & Hernández Valencia, B. (2005). A new accurate and flexible model based multi-corner detector for measurement and recognition. Pattern Recognition Letters, 26, 27-41. (ID: 9145)
2003
  • Macías Guzmán, D., Olague Caballero, G., & Méndez Méndez, E. R. (2003). Hybrid evolution strategy-downhill simplex algorithm for inverse light scattering problems. In S. Cagnoni et al. (Eds.), Aplications of Evolutionary Computing, LNCS (pp. 399-409). Springer-Verlag. (ID: 8113)
  • Dunn Rivera, E., & Olague Caballero, G. (2003). Evolutionary computation for sensor planning: The task distribution plan. EURASIP Journal on Applied Signal Processing, 8, 748-756. (ID: 7347)
  • Olague Caballero, G., Hernández, B., & Dunn Rivera, E. (2003). Accurate L-corner measurement using USEF functions and evolutionary algorithms. In Günther Raidl et al. (Eds.), Applications of Evolutionary Computing Computing (pp. 410-421). Springer-Verlag. (ID: 5435)
2002
  • Pérez Sánchez, J. A., & Olague Caballero, G. (2002). Análisis e implementación de un sistema fotogramétrico digital multi-imagen. Sendero, (2), 14-21. (ID: 5742)
  • Olague Caballero, G. (2002). Automated photogrammetric network design using genetic algorithms. Photogrammetric Engineering and Remote Sensing, 68(5), 423-431. (ID: 2970)
  • Olague Caballero, G., & Mohr, R. (2002). Optimal camera placement for accurate reconstruction. Pattern Recognition, 35(4), 927-944. (ID: 2632)
  • Macías Guzmán, D., Olague Caballero, G., & Méndez Méndez, E. R. (2002). Surface profile reconstruction from scattered intensity data using evolutionary strategies. In Stefano Cugnoni, Jens Gottlieb, Emma Hurs, Martin Middendorf, Gunther R. Raidl (Eds.), Applications of Evolutionary Computing (pp. 233-244). Springer-Verlag. (ID: 6718)
2001
  • Dunn Rivera, E., & Olague Caballero, G. (2001). Cómputo evolutivo aplicado a la planificación de tareas de visión. DYNA, 68(133), 51-60. (ID: 2756)
  • Olague Caballero, G., & Ramírez Iriarte, R. (2001). Síntesis de imágenes a partir de fotografías. DYNA, 68(133), 17-31. (ID: 2758)
  • Branch Bedoya, J. W., & Olague Caballero, G. (2001). La visión por computador. Una aproximación al estado del arte. DYNA, 68(133), 1-16. (ID: 6812)
  • Olague Caballero, G. (2001). Autonomous photogrammetric network design using genetic algorithms. In Egbert J.W. Boer et al. eds. (Eds.), Applications of Evolutionary Computing (pp. 353-363). (ID: 2628)

Carretera Ensenada-Tijuana No. 3918, Zona Playitas, C.P. 22860, Ensenada, B.C. Mexico. Teléfono: 01(646)175-05-00

w3cCSS w3cXML

CICESE, MÉXICO - ALGUNOS DERECHOS RESERVADOS © 2011 - POLÍTICAS DE PRIVACIDAD