Publicaciones Estudiantes y Profesores del Doctorado

Publicaciones conjuntas de Estudiantes y Profesores del Doctorado en Inteligencia Artificial

 

 

 

2020

  • Adriana Cervantes-Castillo and Efrén Mezura-Montes, A Modified Brain Storm Optimization Algorithm with a Special Operator to Solve Constrained Optimization Problems, Applied Intelligence, 2020, https://doi.org/10.1007/s10489-020-01763-8.

 

  • Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes and Mario Graff, A multi-breakpoints approach for symbolic discretization of time series, Knowledge and Information Systems, 62(7):2795-2834, 2020, DOI: https://doi.org/10.1007/s10115-020-01437-4

 

  • A. Platas-López, A. Guerra-Hernández, N. Cruz-Ramírez, M. Quiroz-Castellanos, F. Grimaldo, M. Paolucci, and F. Cecconi. Intuitionistic and Type-2 Fuzzy Logic Ehancements in Neural and Op- timization Algorithms: Theory and Applications, volume 862 of Studies in Computational Intelligence, chapter Towards an Ageng-Based Model for Analysis of Macroeconomic Signals, pages 551–565. Springer, Cham, Switzerland, 2020.
    https://doi.org/10.1007/978-3-030-35445-9_38

 

  • Octavio Ramos-Figueroa, Marcela Quiroz-Castellanos, Efrén Mezura-Montes and OliverSchütze, Metaheuristics to solve grouping problems: A review and a case study, Swarm and Evolutionary Computation, Volume 53, 2020, 100643, DOI: https://doi.org/10.1016/j.swevo.2019.100643.

 

  • Jesús-Adolfo Mejía-de-Dios and Efrén Mezura-Montes, A Surrogate-Assisted Metaheuristic for Bilevel Optimization, in Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), Cancun, México, ACM Press, 2020, DOI: https://doi.org/10.1145/3377930.3390236.

 

  • Vazquez-Aguirre Jenny B. & Cruz-Ramírez Nicandro (2020) Aprendizaje Causal: un enfoque de redes. La Ciencia y el Hombre. Universidad Veracruzana. (pp. 10-13).

 

  • Carlos Alberto Aguilar-Lazcano & Ericka Janet Rechy-Ramirez. (2020). Performance analysis of Leap motion controller for finger rehabilitation using serious games in two lighting environments. Measurement Journal. Volume: 157. ISSN: 0263-2241. Published online: 28 February 2020. DOI: https://doi.org/10.1016/j.measurement.2020.107677

 

  • Carlos Alberto Aguilar-Lazcano, Ericka Janet Rechy-Ramirez, Huosheng Hu, Homero Vladimir Rios-Figueroa and Antonio Marin-Hernandez. (2019). Interaction Modalities Used on Serious Games for Upper Limb Rehabilitation: A Systematic Review. Games for Health Journal. 8(5). ISSN: 2161-783X . Online ISSN: 2161-7856. 9 July 2019 DOI: https://www.liebertpub.com/doi/10.1089/g4h.2018.0129

 

  • Vicente-Josué Aguilera-Rueda, Nicandro Cruz-Ramírez, Efrén Mezura-Montes, Data-Driven Bayesian Network Learning: a Bi-Objective Approach to Address the Bias-Variance Decomposition, Mathematical and Computational Applications, 25(2), 37, 2020, https://doi.org/10.3390/mca25020037

 

 

 

2019

 

  • Adan Aguilar-Justo and Efrén Mezura-Montes, A Local Cooperative Approach to Solve Large-Scale Constrained Optimization Problems, Swarm and Evolutionary Computation, Volume 51, December 2019, 100577, DOI: https://doi.org/10.1016/j.swevo.2019.100577

 

  • Efrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, Adaptive boundary constraint-handling scheme for constrained optimization, Soft Computing 23(17): 8247-8280, 2019, DOI: https://doi.org/10.1007/s00500-018-3459-4

 

  • Saúl Domínguez-Isidro, Efrén Mezura-Montes and Cora-Beatriz Excelente-Toledo, Variants of the Epsilon Constrained Method in a Memetic Differential Evolution: A Comparative Study, in Proceedings of the 2019 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), pages 1-7, IEEE Press, 2019. DOI: https://doi.org/10.1109/ROPEC48299.2019.9057134

 

  • Jesús-Adolfo Mejía-de-Dios and Efrén Mezura-Montes, A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton Method, in Proceedings of the IEEE Congress on Evolutionary Computation, pages 3134-3141, IEEE Press, Wellington, New Zealand, 2019, DOI: https://doi.org/10.1109/CEC.2019.8790097

 

  • A. Platas-López, A. Guerra-Hernández, F. Cecconi, and F. Grimaldo. Micro-Foundations of Macroeconomic Dynamics: The agent-based BAM model. Frontiers in Artificial Intelligence and Applications (319):319-328. IOS Press, Amsterdam, NL, 2015. DOI: 10.3233/FAIA190141

 

  • José-Yair Guzmán-Gaspar and Efrén Mezura-Montes, Robust Optimization Over Time with Differential Evolution using  an Average Time Approach, in Proceedings of the IEEE Congress on Evolutionary Computation, pages 1548-1555, IEEE Press, Wellington, New Zealand, 2019, DOI: https://doi.org/10.1109/CEC.2019.8789998

 

  • José-Yaír Guzmán-Gaspar and Efrén Mezura-Montes, Differential Evolution Variants in Robust Optimization Over Time, in Proceedings of the IEEE 29th International Conference on Electronics, Communications and Computers (CONIELECOMP), pages 164-169, IEEE Press, 2019, DOI: https://doi.org/10.1109/CONIELECOMP.2019.8673120

 

  • X. Limón, A. Guerra-Hernández, N. Cruz-Ramírez, F. Grimaldo. Modeling and implementing distributed data mining strategies in JaCa-DDM. Knowledge and Information Systems  (60)1:99-143. 2019. ISSN: 0239-3116. https://doi.org/10.1007/s10115-018-1222-x

 

  • Octavio Ramos-Figueroa, María-Margarita Reyes-Sierra and Efrén Mezura-Montes, Deterministic parameter control in differential evolution with combined variants for constrained search spaces, Studies in Computational Intelligence, Vol. 785, pages 3-28, Springer, 2019, DOI: https://doi.org/10.1007/978-3-319-96104-0_1

 

  • Omar Rodríguez López and Guillermo de Jesús Hoyos Rivera. A Simple but Powerful Word Polarity Classification Model. Advances in Soft Computing. 51 – 62. Lecture Notes in Artificial Intelligence 11835, Springer, 2019.   https://doi.org/10.1007/978-3-030-33749-0_5

 

  • Gabriela Villegas Sanchez, Antonio Marin-Hernandez, H. Cerecedo-Núñez, Homero V. Rios-Figueroa,Patricia Padilla Sosa. A Computational Tool for Detection and Parameters Estimation of Microbubbles Generated with Lasers in Optical Fibers. Computación y Sistemas 23(2):399-407. https://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/3201

 

 

2018

 

  • Mariana-Edith Miranda-Varela and Efrén Mezura-Montes, Constraint-Handling Techniques in Surrogate-Assisted Evolutionary Optimization. An empirical Study, Applied Soft Computing, 73:215-229, December, 2018, DOI: https://doi.org/10.1016/j.asoc.2018.08.016

 

  • Saúl Domínguez-Isidro and Efrén Mezura-Montes, A Cost-Benefit Local Search Coordination in Multimeme Differential Evolution for Constrained Numerical Optimization Problems, Swarm and Evolutionary Computation, April, 2018, DOI: https://doi.org/10.1016/j.swevo.2017.10.006

 

  • Juan Luis López Herrera, Homero V. Ríos-Figueroa, Ericka Rechy. Deep Fraud. A fraud intention recognition framework in public transport context using a deep-learning approach. February 2018. Conference: International Conference on Electronics, Communications and Computer. Cholula, Puebla, MEXICO.
    https://doi.org/10.1109/CONIELECOMP.2018.8327186

 

  • María-Guadalupe Martínez-Peñaloza and Efrén Mezura-Montes, Immune Generalized Differential Evolution for Dynamic Multi-Objective Environments: An empirical study, Knowledge-Based Systems, 142:192-219, February, 2018, DOI: https://doi.org/10.1016/j.knosys.2017.11.037

 

  • María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, Dynamic Differential Evolution with Combined Variants and a Repair Method to Solve Dynamic Constrained Optimization Problems. An empirical study, Soft Computing, 22(2):541-570, January, 2018, DOI: https://doi.org/10.1007/s00500-016-2353-1

 

  • Jesús-Adolfo Mejía-de-Dios and Efrén Mezura-Montes, A Physics-Inspired Algorithm for Bilevel Optimization,  in Proceedings of the 2018 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), pages 1-6, IEEE Press, 2018, DOI: https://doi.org/10.1109/ROPEC.2018.8661368

 

  • Maria-Yaneli Ameca-Alducin, Maryam Hasani-Shoreh, Wilson Blaikie, Frank Neumann and Efrén Mezura-Montes, A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2018), pages 1-8, IEEE Press, 2018, DOI: https://doi.org/10.1109/CEC.2018.8477750

 

  • Angel J. Sanchez-Garcia, Homero V. Rios-Figueroa, Hugues Garnier, Gustavo Quintana-Carapia, Ericka Janet Rechy-Ramirez & Antonio Marin-Hernandez (2018) Predicting collisions: time-to-contact forecasting based on probabilistic segmentation and system identification, Advanced Robotics, 32:8, 426-442. https://doi.org/10.1080/01691864.2018.1455604

 

2017

 

  • Efrén Juárez-Castillo, Nancy Pérez-Castro and Efrén Mezura-Montes, An improved centroid-based boundary constraint-handling method in dierential evolution for constrained optimization, International Journal of Pattern Recognition and Artificial Intelligence, 31(11), 2017 DOI: https://doi.org/10.1142/S0218001417590236.

 

  • Juárez-Castillo, E., Acosta-Mesa, H. G., Fernandez-Ruiz, J., & Cruz-Ramirez, N. (2017). A feature selection method based on a neighborhood approach for contending with functional and anatomical variability in fMRI group analysis of cognitive states. Intelligent Data Analysis, 21(3), 661-677.
    DOI: https://doi.org/10.3233/IDA-170881

 

  • Efrén Juarez-Castillo, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, Empirical Study of Bound Constraint-Handling Methods in Particle Swarm Optimization for Constrained Search Spaces, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2017), pages: 604 – 611, IEEE Press, 2017. DOI: https://doi.org/10.1109/CEC.2017.7969366

 

  • H. X. Limón Riaño, A. Guerra-Hernández, A. Ricci. Distributed Transparency in Endogeneous Environments: the JaCaMo Case. In: EMAS 2017 International Workshop on Engineering Multi-Agent Systems, Sao Paulo, Brasil, May 8th and 9th, 2017. Lecture Notes in Computer Science, vol 10738, pp. 109-124, Springer Verlag, Berlin Heidelberg, 2018. https://doi.org/10.1007/978-3-319-91899-0_7

 

  • X. Limón, A. Guerra-Hernández, N. Cruz-Ramírez, H.G Acosta-Mesa, F. Grimaldo. Windowing strategy for Distributed Data Mining optimized through GPUs. Pattern Recognition Letters 93(2017):23-30. ISSN: 0167-8655. https://doi.org/10.1016/j.patrec.2016.11.006
  • Rafael Zamudio-Reyes, Nicandro Cruz-Ramírez and Efrén Mezura-Montes, A Multivariate Discretization Algorithm Based on Multiobjective Optimization, in Proceedings of the International Conference on Computational Science and Computational Intelligence (CSCI), IEEE Press, pages 375-380, 2017. DOI: https://doi.org/10.1109/CSCI.2017.62

 

  • Adriana Cervantes-Castillo, Guillermo Leguizamon; Efrén Mezura-Montes, Exploring boundary constraints using the modified brain storm optimization algorithm and a boundary search operator: MBSO-BS, in Proceedings of the 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), pages 1-6, 2017. DOI: https://doi.org/10.1109/ROPEC.2017.8261660

 

  • Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, An adaptive symbolic discretization scheme for the classification of temporal datasets using NSGA-II, in Proceedings of the 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), pages 1-8, 2017. DOI: https://doi.org/10.1109/ROPEC.2017.8261674

 

  • Saúl Dominguez-Isidro and Efrén Mezura-Montes, The Baldwin Effect on a Memetic Differential Evolution for Constrained Numerical Optimization Problems, in Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO 2017), pages: 203 – 204, ACM Press, 2017. DOI: https://doi.org/10.1145/3067695.3076096

 

  • Nancy Pérez-Castro, Aldo Márquez-Grajales, Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes, Full Model Selection issue in temporal data through evolutionary algorithms: A brief review, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2017), pages: 2451 – 2457, IEEE Press, 2017. DOI: https://doi.org/10.1109/CEC.2017.7969602

 

  • Saúl Dominguez-Isidro and Efrén Mezura-Montes, Study of Direct Local Search Operators Influence in Memetic Differential Evolution for Constrained Numerical Optimization Problems, in Proceedings of the IEEE 27th International Conference on Electronics, Communications and Computers (CONIELECOMP 2017), pages: 1 – 8, IEEE Press, 2017. DOI: https://doi.org/10.1109/CONIELECOMP.2017.7891831

 

2016

  • Adan-Enrique Aguilar-Justo, Efrén Mezura-Montes, Saber-Mohamed Elsayed and Ruhul A. Sarker, Decomposition of large-scale constrained problems using a genetic-based search, in Proceedings of the IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2016), pages: 1 – 6, IEEE Press, 2016. DOI: https://doi.org/10.1109/ROPEC.2016.7830614

 

  • Vicente-Josué Aguilera-Rueda, María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, Particle Swarm Optimization with Feasibility Rules in Constrained Numerical Optimization. A Brief Review, in Proceedings of the IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2016), pages: 1 – 6, IEEE Press, 2016. DOI: https://doi.org/10.1109/ROPEC.2016.7830581

 

  • G. Ortiz-Hernández, J.F. Hübner, R.H. Bordini, A. Guerra-Hernández, G.J. Hoyos-Rivera, N. Cruz-Ramírez. A Namespace Approach for Modularity in BDI Programming. In: EMAS 2016, Engineering Multi Agent Systems, Fourth International Workshop, Singapore, May 9th and 10th, 2016, Revised, Selected, and Invited papers, Volume 10093 of Lecture Notes in Computer Science, pp. 117-135. Springer, 2016. ISSN: 0302-9743. DOI: 10.1007/978-3-319-50983-9_7

 

  • Nancy Pérez-Castro, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes and Hugo-Jair Escalante, Multi-objective Full Model Selection in Temporal Databases: Optimizing Time and Performance, in Proceedings of the IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2016), pages: 1 – 6, IEEE Press, 2016. DOI: https://doi.org/10.1109/ROPEC.2016.7830617

 

 

 

 

 

 

2015

  • X. Limón, A. Guerra-Hernández, N. Cruz-Ramírez, H.G. Acosta-Mesa and F. Grimaldo. A windowing based GPU optimized strategy for the Induction of Decision Tress in JaCa-DDM. Frontiers in Artificial Intelligence and Applications (277):100-109. IOS Press, Amsterdam, NL, 2015.  DOI: 10.3233/978-1-61499-578-4-100

 

  • Nancy Perez-Castro, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes and Nicandro Cruz-Ramirez, Towards the Full Model Selection in Temporal Databases by Using Micro-Differential Evolution. An Empirical Study, in Proceedings of the 2015 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2015), pages:1- 6,IEEE Press, 2015. DOI: https://doi.org/10.1109/ROPEC.2015.7395161

 

  • Mariana-Edith Miranda-Varela and Efrén Mezura-Montes, Surrogate-assisted differential evolution with an adaptive evolution control based on feasibility to solve constrained optimization problems, in Proceedings of the 5th International Conference on Soft Computing for Problem Solving, (SocProsS 2015), Sharanpur, India, pages: 809-822, Springer, DOI: https://doi.org/10.1007/978-981-10-0448-3_67

 

  • María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems, in Proceedings of the ACM Genetic and Evolutionary Computation Conference, ACM Press, Madrid, Spain, pages: 241- 248, July, 2015. DOI: https://doi.org/10.1145/2739480.2754786

 

  • María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems, in Companion Proceedings of the ACM Genetic and Evolutionary Computation Conference, ACM Press, Madrid, Spain, pages: 1169- 1172, July, 2015. DOI: https://doi.org/10.1145/2739482.2768471

 

  • Efrén Juarez-Castillo, Nancy Perez-Castro and Efrén Mezura-Montes, A Novel Boundary Constraint-Handling Technique for Constrained Numerical Optimization Problems, in Proceedings of the IEEE Congress on Evolutionary Computation, pages: 2034-2041, IEEE Press, 2015. DOI: https://doi.org/10.1109/CEC.2015.7257135

 

  • María-Guadalupe Martínez-Peñaloza and Efrén Mezura-Montes, Immune Generalized Differential Evolution for Dynamic Multiobjective Optimization Problems, in Proceedings of the IEEE Congress on Evolutionary Computation, pages: 1918-1925, IEEE Press, 2015. DOI: https://doi.org/10.1109/CEC.2015.7257120

 

2014

  • Saúl Domínguez-Isidro, Efrén Mezura-Montes, and Guillermo Leguizamón, Performance Comparison of Local Search Operators in Differential Evolution for Constrained Numerical Optimization Problems, in Proceedings of the IEEE Symposium on Differential Evolution (SDE), IEEE Press, pages:17-24, 2014. DOI: https://doi.org/10.1109/SDE.2014.7031530

 

  • María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez, Differential Evolution with Combined Variants for Dynamic Constrained Optimization, in Proceedings of the IEEE Congress on Evolutionary Computation (CEC’ 2014), Beijing, China, pages: 975 – 982, IEEE Press, June, 2014, Print ISBN:978-1-4799-6626-4. DOI: https://doi.org/10.1109/CEC.2014.6900629

 

 

2013

 

  • Ortíz-Hernández. A. Guerra-Hernández, and G. de J. Hoyos-Rivera. JasMo – A modularization framework for Jason.In MICAI 2013, Twelfth Mexican International Conference on Artificial Intelligence, Special Sessions, pages 3-9, Los Alamitos, CA., USA. IEEE CPS, 2013. DOI: 10.1109/MICAI.2013.6

 

  • Saúl Dominguez-Isidro, Efrén Mezura-Montes and Guillermo Leguizamón, Memetic Differential Evolution for Constrained Numerical Optimization Problems, in Proceedings of the 2013 IEEE Congress on Evolutionary Computation, Cancun, México, pages: 2996–3003, IEEE Press, June, 2013, ISBN:978-1-4799-0451-8. DOI: https://doi.org/10.1109/CEC.2013.6557934