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Juan R. Castro 0001 Juan Ramon Castro Juan Ramón Castro Juan Ramón Castro-Rodríguez University of Baja California, Faculty of Chemical Sciences and Engineering, Tijuana, Mexico https://scholar.google.com/citations?user=bF5SoFsAAAAJ https://orcid.org/0000-0003-1188-1862 https://www.wikidata.org/entity/Q62066588 https://ieeexplore.ieee.org/author/38185452800 Juan R. Castro
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Forecasting the COVID-19 with Interval Type-3 Fuzzy Logic and the Fractal Dimension. 182-197 2023 February 25 Int. J. Fuzzy Syst. 1 https://doi.org/10.1007/s40815-022-01351-7 db/journals/ijfs/ijfs25.html#CastilloCM23
Patricia Ochoa Oscar Castillo 0001 Patricia Melin Juan Ramón Castro Interval Type-3 Fuzzy Differential Evolution for Parameterization of Fuzzy Controllers. 1360-1376 2023 June 25 Int. J. Fuzzy Syst. 4 https://doi.org/10.1007/s40815-022-01451-4 db/journals/ijfs/ijfs25.html#OchoaCMC23
Leticia Amador-Angulo Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin A New Approach for Interval Type-3 Fuzzy Control of Nonlinear Plants. 1624-1642 2023 June 25 Int. J. Fuzzy Syst. 4 https://doi.org/10.1007/s40815-023-01470-9 db/journals/ijfs/ijfs25.html#AmadorAnguloCCM23
Cinthia Peraza Oscar Castillo 0001 Patricia Melin Juan R. Castro 0001 Jin Hee Yoon Zong Woo Geem A Type-3 Fuzzy Parameter Adjustment in Harmony Search for the Parameterization of Fuzzy Controllers. 2281-2294 2023 September 25 Int. J. Fuzzy Syst. 6 https://doi.org/10.1007/s40815-023-01499-w db/journals/ijfs/ijfs25.html#PerazaCMCYG23
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin A Methodology for Building of Interval and General Type-2 Fuzzy Systems Based on the Principle of Justifiable Granularity. 253-284 2023 40 J. Multiple Valued Log. Soft Comput. 3-4 https://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-40-number-3-4-2023/mvlsc-40-3-4-p-253-284/ db/journals/mvl/mvl40.html#CastilloCM23
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Interval Type-3 Fuzzy Systems: Theory and Design Springer 2022 1-100 Studies in Fuzziness and Soft Computing 418 978-3-030-96514-3 https://doi.org/10.1007/978-3-030-96515-0
Raúl Navarro-Almanza Mauricio A. Sanchez Guillermo Licea Juan R. Castro 0001 Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms. 109019 2022 124 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2022.109019 db/journals/asc/asc124.html#Navarro-Almanza22
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Interval Type-3 Fuzzy Aggregation of Neural Networks for Multiple Time Series Prediction: The Case of Financial Forecasting. 251 2022 11 Axioms 6 https://doi.org/10.3390/axioms11060251 https://www.wikidata.org/entity/Q114581655 db/journals/axioms/axioms11.html#CastilloCM22
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in Televisions. 276 2022 11 Axioms 6 https://doi.org/10.3390/axioms11060276 https://www.wikidata.org/entity/Q114581626 db/journals/axioms/axioms11.html#CastilloCM22a
Patricia Melin Daniela Sánchez Juan R. Castro 0001 Oscar Castillo 0001 Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly Algorithm. 410 2022 11 Axioms 8 https://doi.org/10.3390/axioms11080410 https://www.wikidata.org/entity/Q114581024 db/journals/axioms/axioms11.html#MelinSCC22
Raúl Navarro-Almanza Mauricio A. Sanchez Juan R. Castro 0001 Olivia Mendoza Guillermo Licea Hierarchical Decision Granules Optimization through the Principle of Justifiable Granularity. 2022 26 Computación y Sistemas 2 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4252 db/journals/cys/cys26.html#Navarro-Almanza22
Oscar Castillo 0001 Juan R. Castro 0001 Martha Pulido Patricia Melin Interval type-3 fuzzy aggregators for ensembles of neural networks in COVID-19 time series prediction. 105110 2022 114 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2022.105110 db/journals/eaai/eaai114.html#CastilloCPM22
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation. 105363 2022 116 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2022.105363 db/journals/eaai/eaai116.html#CastilloCM22
Raúl Navarro-Almanza Mauricio A. Sanchez Juan R. Castro 0001 Olivia Mendoza Guillermo Licea Interpretable Mamdani neuro-fuzzy model through context awareness and linguistic adaptation. 116098 2022 189 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.116098 db/journals/eswa/eswa189.html#Navarro-Almanza22
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin A methodology for building interval type-3 fuzzy systems based on the principle of justifiable granularity. 7909-7943 2022 37 Int. J. Intell. Syst. 10 https://doi.org/10.1002/int.22910 db/journals/ijis/ijis37.html#CastilloCM22
Juan E. Moreno Mauricio A. Sanchez Olivia Mendoza Antonio Rodríguez Díaz Oscar Castillo 0001 Patricia Melin Juan R. Castro 0001 Design of an interval Type-2 fuzzy model with justifiable uncertainty. 206-221 2020 513 Inf. Sci. https://doi.org/10.1016/j.ins.2019.10.042 db/journals/isci/isci513.html#MorenoSMDCMC20
Sukey Nakasima-López Mauricio A. Sanchez Juan R. Castro 0001 Evaluation and Analysis of Performances of Different Heuristics for Optimal Tuning Learning on Mamdani Based Neuro-Fuzzy System. 405-429 2020 Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms https://doi.org/10.1007/978-3-030-35445-9_30 series/sci/862 db/series/sci/sci862.html#Nakasima-LopezSC20 Raúl Navarro-Almanza Reyes Juárez-Ramírez Guillermo Licea Juan R. Castro 0001 Automated Ontology Extraction from Unstructured Texts using Deep Learning. 727-755 2020 Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms https://doi.org/10.1007/978-3-030-35445-9_50 series/sci/862 db/series/sci/sci862.html#Navarro-AlmanzaJLC20
Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Alain Manzo-Martinez PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers Weights. 14 2019 8 Axioms 1 https://doi.org/10.3390/axioms8010014 db/journals/axioms/axioms8.html#GaxiolaMVCM19
Claudia I. González Patricia Melin Juan R. Castro 0001 Oscar Castillo 0001 Edge Detection Approach Based on Type-2 Fuzzy Images. 431-458 2019 33 J. Multiple Valued Log. Soft Comput. 4-5 https://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-33-number-4-5-2019/mvlsc-33-4-5-p-431-458/ db/journals/mvl/mvl33.html#GonzalezMCC19
Patricia Melin Emanuel Ontiveros-Robles Claudia I. González Juan R. Castro 0001 Oscar Castillo 0001 An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applications. 3887-3901 2019 23 Soft Comput. 11 https://doi.org/10.1007/s00500-018-3503-4 db/journals/soco/soco23.html#MelinOGCC19
Cinthia Peraza Fevrier Valdez Juan R. Castro 0001 Oscar Castillo 0001 Fuzzy Dynamic Parameter Adaptation in the Harmony Search Algorithm for the Optimization of the Ball and Beam Controller. 3092872:1-3092872:16 2018 2018 Adv. Oper. Res. https://doi.org/10.1155/2018/3092872 db/journals/advor/advor2018.html#PerazaVCC18
Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan Ramón Castro Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure. 69-80 2018 Fuzzy Logic Augmentation of Neural and Optimization Algorithms https://doi.org/10.1007/978-3-319-71008-2_6 https://www.wikidata.org/entity/Q58488067 series/sci/749 db/series/sci/sci749.html#GaxiolaMVC18 Héctor Echavarría-Heras Cecilia Leal Ramírez Juan Ramón Castro-Rodríguez Enrique Villa-Diharce Oscar Castillo 0001 A Takagi-Sugeno-Kang Fuzzy Model Formalization of Eelgrass Leaf Biomass Allometry with Application to the Estimation of Average Biomass of Leaves in Shoots: Comparing the Reproducibility Strength of the Present Fuzzy and Related Crisp Proxies. 329-362 2018 Fuzzy Logic Augmentation of Neural and Optimization Algorithms https://doi.org/10.1007/978-3-319-71008-2_25 series/sci/749 db/series/sci/sci749.html#Echavarria-HerasRCVC18
Mauricio A. Sanchez Juan R. Castro 0001 Violeta Ocegueda-Miramontes Leticia Cervantes Hybrid Learning for General Type-2 TSK Fuzzy Logic Systems. 99 2017 10 Algorithms 3 https://doi.org/10.3390/a10030099 db/journals/algorithms/algorithms10.html#SanchezCOC17
Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Oscar Castillo 0001 Juan R. Castro 0001 Comparison of T-Norms and S-Norms for Interval Type-2 Fuzzy Numbers in Weight Adjustment for Neural Networks. 114 2017 8 Inf. 3 https://doi.org/10.3390/info8030114 https://www.wikidata.org/entity/Q58488109 db/journals/information/information8.html#GaxiolaMVCC17
Claudia I. González Patricia Melin Oscar Castillo 0001 Daniela Juarez Juan R. Castro 0001 Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets. 131-142 2017 EUSFLAT/IWIFSGN (2) https://doi.org/10.1007/978-3-319-66824-6_12 https://www.wikidata.org/entity/Q58488100 conf/eusflat/2017-2 db/conf/eusflat/eusflat2017-2.html#GonzalezMCJC17 Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure. 172-180 2017 NAFIPS https://doi.org/10.1007/978-3-319-67137-6_19 https://www.wikidata.org/entity/Q58488060 conf/nafips/2017 db/conf/nafips/nafips2017.html#GaxiolaMVC17 Claudia I. González Patricia Melin Juan R. Castro 0001 Olivia Mendoza Oscar Castillo 0001 General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. 3-18 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_1 https://www.wikidata.org/entity/Q58488178 series/sci/2017-667 db/series/sci/sci667.html#GonzalezMCMC17 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 An Overview of Granular Computing Using Fuzzy Logic Systems. 19-38 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_2 series/sci/2017-667 db/series/sci/sci667.html#SanchezCC17 Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment. 39-61 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_3 https://www.wikidata.org/entity/Q58488203 series/sci/2017-667 db/series/sci/sci667.html#GaxiolaMVC17 Gabriela E. Martínez Olivia Mendoza Juan R. Castro 0001 Patricia Melin Oscar Castillo 0001 Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection. 79-97 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_5 https://www.wikidata.org/entity/Q58488144 series/sci/2017-667 db/series/sci/sci667.html#MartinezMCMC17 Emanuel Ontiveros-Robles José González Vázquez Juan R. Castro 0001 Oscar Castillo 0001 A FPGA-Based Hardware Architecture Approach for Real-Time Fuzzy Edge Detection. 519-540 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_34 series/sci/2017-667 db/series/sci/sci667.html#Ontiveros-RoblesVCC17 Denisse Hidalgo Patricia Melin Juan R. Castro 0001 Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design. 821-838 2017 Nature-Inspired Design of Hybrid Intelligent Systems https://doi.org/10.1007/978-3-319-47054-2_56 https://www.wikidata.org/entity/Q58488201 series/sci/2017-667 db/series/sci/sci667.html#HidalgoMC17
Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Oscar Castillo 0001 Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO. 860-871 2016 38 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2015.10.027 https://www.wikidata.org/entity/Q58488294 db/journals/asc/asc38.html#GaxiolaMVCC16
Claudia I. González Patricia Melin Juan R. Castro 0001 Oscar Castillo 0001 Olivia Mendoza Optimization of interval type-2 fuzzy systems for image edge detection. 631-643 2016 47 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2014.12.010 https://www.wikidata.org/entity/Q58488287 db/journals/asc/asc47.html#GonzalezMCCM16
Juan R. Castro 0001 Oscar Castillo 0001 Mauricio A. Sanchez Olivia Mendoza Antonio Rodríguez Díaz Patricia Melin Method for Higher Order polynomial Sugeno Fuzzy Inference Systems. 76-89 2016 351 Inf. Sci. https://doi.org/10.1016/j.ins.2016.02.045 https://www.wikidata.org/entity/Q58488281 db/journals/isci/isci351.html#CastroCSMDM16
Oscar Castillo 0001 Leticia Cervantes José Soria Mauricio A. Sanchez Juan R. Castro 0001 A generalized type-2 fuzzy granular approach with applications to aerospace. 165-177 2016 354 Inf. Sci. https://doi.org/10.1016/j.ins.2016.03.001 db/journals/isci/isci354.html#CastilloCSSC16
Oscar Castillo 0001 Leticia Amador-Angulo Juan R. Castro 0001 Mario García Valdez A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems. 257-274 2016 354 Inf. Sci. https://doi.org/10.1016/j.ins.2016.03.026 db/journals/isci/isci354.html#CastilloACV16
Leticia Amador-Angulo Olivia Mendoza Juan R. Castro 0001 Antonio Rodríguez Díaz Patricia Melin Oscar Castillo 0001 Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot. 1458 2016 16 Sensors 9 https://doi.org/10.3390/s16091458 https://www.wikidata.org/entity/Q41197330 db/journals/sensors/sensors16.html#Amador-AnguloMC16
Claudia I. González Patricia Melin Juan R. Castro 0001 Olivia Mendoza Oscar Castillo 0001 An improved sobel edge detection method based on generalized type-2 fuzzy logic. 773-784 2016 20 Soft Comput. 2 https://doi.org/10.1007/s00500-014-1541-0 https://www.wikidata.org/entity/Q58488227 db/journals/soco/soco20.html#GonzalezMCMC16
Leticia Amador-Angulo Oscar Castillo 0001 Juan R. Castro 0001 A Generalized Type-2 Fuzzy Logic System for the dynamic adaptation the parameters in a Bee Colony Optimization algorithm applied in an autonomous mobile robot control. 537-544 2016 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2016.7737733 conf/fuzzIEEE/2016 db/conf/fuzzIEEE/fuzzIEEE2016.html#Amador-AnguloCC16 Emanuel Ontiveros-Robles José Luis González Vázquez Juan R. Castro 0001 Oscar Castillo 0001 A hardware architecture for real-time edge detection based on interval type-2 fuzzy logic. 804-810 2016 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2016.7737770 conf/fuzzIEEE/2016 db/conf/fuzzIEEE/fuzzIEEE2016.html#Ontiveros-Robles16 Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series. 2067-2074 2016 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2016.7737946 https://www.wikidata.org/entity/Q58488296 conf/fuzzIEEE/2016 db/conf/fuzzIEEE/fuzzIEEE2016.html#GaxiolaMVC16 Claudia I. González Juan R. Castro 0001 Olivia Mendoza Patricia Melin General type-2 fuzzy edge detector applied on face recognition system using neural networks. 2325-2330 2016 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2016.7737983 https://www.wikidata.org/entity/Q58488257 conf/fuzzIEEE/2016 db/conf/fuzzIEEE/fuzzIEEE2016.html#GonzalezCMM16 Gabriela E. Martinez Olivia Mendoza Juan R. Castro 0001 Antonio Rodríguez Díaz Patricia Melin Oscar Castillo 0001 Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition. 1-6 2016 NAFIPS https://doi.org/10.1109/NAFIPS.2016.7851628 https://www.wikidata.org/entity/Q58488150 conf/nafips/2016 db/conf/nafips/nafips2016.html#MartinezMCDMC16 Patricia Melin Oscar Castillo 0001 Claudia I. González Juan R. Castro 0001 Olivia Mendoza General Type-2 fuzzy edge detectors applied to face recognition systems. 1-6 2016 NAFIPS https://doi.org/10.1109/NAFIPS.2016.7851625 https://www.wikidata.org/entity/Q58488180 conf/nafips/2016 db/conf/nafips/nafips2016.html#MelinCGCM16 Fernando Gaxiola 0001 Patricia Melin Fevrier Valdez Juan R. Castro 0001 Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction. 175-189 2016 WCSC https://doi.org/10.1007/978-3-319-75408-6_15 conf/wcsc/2016 db/conf/wcsc/wcsc2016.html#GaxiolaMVC16
Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Information granule formation via the concept of uncertainty-based information with Interval Type-2 Fuzzy Sets representation and Takagi-Sugeno-Kang consequents optimized with Cuckoo search. 602-609 2015 27 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2014.05.036 db/journals/asc/asc27.html#SanchezCC15
Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Generalized Type-2 Fuzzy Systems for controlling a mobile robot and a performance comparison with Interval Type-2 and Type-1 Fuzzy Systems. 5904-5914 2015 42 Expert Syst. Appl. 14 https://doi.org/10.1016/j.eswa.2015.03.024 db/journals/eswa/eswa42.html#SanchezCC15
María Evangelina Herrán-Paz Raúl Ortiz-Monasterio Antonio Rodríguez Díaz Olivia Mendoza Juan R. Castro 0001 Hector J. Willys The Theta/Beta Ratio as an Indicator of Evolution in Pediatric Patients Treated for Attention-Deficit/Hyperactivity Disorder (ADHD) - A Retrospective Study. 277-282 2015 BIOSIGNALS conf/biostec/2015bs db/conf/biostec/biosignals2015.html#Herran-PazODMCW15 Claudia I. González Juan R. Castro 0001 Patricia Melin Oscar Castillo 0001 Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. 449-455 2015 CEC https://doi.org/10.1109/CEC.2015.7256924 https://www.wikidata.org/entity/Q58488322 conf/cec/2015 db/conf/cec/cec2015.html#GonzalezCMC15 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Method for Uncertainty Measurement and Its Application to the Formation of Interval Type-2 Fuzzy Sets. 61-74 2015 IWIFSGN@FQAS https://doi.org/10.1007/978-3-319-26211-6_6 conf/fqas/2015iwifsgn db/conf/fqas/iwifsgn2015.html#SanchezCC15 Manuel Castañón-Puga Josué Miguel Flores-Parra Juan Ramon Castro Carelia Gaxiola-Pacheco Luis-Enrique Palafox-Maestre Building Java Intelligent Applications Data Mining for Java Type-2 Fuzzy Inference Systems. 2719-2728 2015 ICCS https://doi.org/10.1016/j.procs.2015.05.401 conf/iccS/2015 db/conf/iccS/iccS2015.html#Castanon-PugaFC15 Claudia I. González Juan R. Castro 0001 Olivia Mendoza Antonio Rodríguez Díaz Patricia Melin Oscar Castillo 0001 Edge detection method based on Interval type-2 fuzzy systems for color images. 1-6 2015 NAFIPS/WConSC https://doi.org/10.1109/NAFIPS-WConSC.2015.7284204 https://www.wikidata.org/entity/Q58488325 conf/nafips/2015 db/conf/nafips/nafips2015.html#GonzalezCMDMC15 Gabriela E. Martinez Olivia Mendoza Juan R. Castro 0001 Andres Rodriguez-Diaz Patricia Melin Oscar Castillo 0001 Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures. 1-6 2015 NAFIPS/WConSC https://doi.org/10.1109/NAFIPS-WConSC.2015.7284203 https://www.wikidata.org/entity/Q58488367 conf/nafips/2015 db/conf/nafips/nafips2015.html#MartinezMCRMC15 Claudia I. González Patricia Melin Juan R. Castro 0001 Olivia Mendoza Oscar Castillo 0001 Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. 3-11 2015 Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization https://doi.org/10.1007/978-3-319-17747-2_1 https://www.wikidata.org/entity/Q58488319 series/sci/2015-601 db/series/sci/sci601.html#GonzalezMCMC15 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets. 13-25 2015 Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization https://doi.org/10.1007/978-3-319-17747-2_2 series/sci/2015-601 db/series/sci/sci601.html#SanchezCC15
Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Fuzzy granular gravitational clustering algorithm for multivariate data. 498-511 2014 279 Inf. Sci. https://doi.org/10.1016/j.ins.2014.04.005 https://www.wikidata.org/entity/Q56594456 db/journals/isci/isci279.html#SanchezCCM14
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Antonio Rodríguez Díaz Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction. 1213-1224 2014 18 Soft Comput. 6 https://doi.org/10.1007/s00500-013-1139-y https://www.wikidata.org/entity/Q58488395 db/journals/soco/soco18.html#CastilloCMD14
Patricia Melin Claudia I. González Juan R. Castro 0001 Olivia Mendoza Oscar Castillo 0001 Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic. 1515-1525 2014 22 IEEE Trans. Fuzzy Syst. 6 https://doi.org/10.1109/TFUZZ.2013.2297159 https://www.wikidata.org/entity/Q58488415 db/journals/tfs/tfs22.html#MelinGCMC14
José Sergio Magdaleno-Palencia Manuel Castañón-Puga Juan Ramon Castro José Mario García Valdez Bogart Yail Márquez Comparing regression using artificial neural nets and intelligent hybrid method to achieve the higher learning preferences of students. 30-35 2014 ICETC https://doi.org/10.1109/ICETC.2014.6998898 conf/icetc/2014 db/conf/icetc/icetc2014.html#Magdaleno-PalenciaCCVM14 Gabriela E. Martínez Olivia Mendoza Juan R. Castro 0001 Patricia Melin Oscar Castillo 0001 Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks. 71-86 2014 WCSC https://doi.org/10.1007/978-3-319-32229-2_6 https://www.wikidata.org/entity/Q58488235 conf/wcsc/2014 db/conf/wcsc/wcsc2014.html#MartinezMCMC14 Claudia I. González Juan R. Castro 0001 Olivia Mendoza Patricia Melin Oscar Castillo 0001 Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection. 141-154 2014 WCSC https://doi.org/10.1007/978-3-319-32229-2_11 https://www.wikidata.org/entity/Q58488285 conf/wcsc/2014 db/conf/wcsc/wcsc2014.html#GonzalezCMMC14 Ricardo Martínez-Soto Oscar Castillo 0001 Juan R. Castro 0001 Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers. 3-18 2014 Recent Advances on Hybrid Approaches for Designing Intelligent Systems https://doi.org/10.1007/978-3-319-05170-3_1 series/sci/2014-547 db/series/sci/sci547.html#Martinez-SotoCC14 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 Uncertainty-Based Information Granule Formation. 113-123 2014 Recent Advances on Hybrid Approaches for Designing Intelligent Systems https://doi.org/10.1007/978-3-319-05170-3_8 series/sci/2014-547 db/series/sci/sci547.html#SanchezCC14
Oscar Castillo 0001 Juan R. Castro 0001 Patricia Melin Antonio Rodríguez Díaz Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks in Nonlinear Identification. 2013 2013 Adv. Fuzzy Syst. https://doi.org/10.1155/2013/136214 https://www.wikidata.org/entity/Q58488635 db/journals/afs/afs2013.html#CastilloCMD13 136214:1-136214:16
Patricia Melin Olivia Mendoza Oscar Castillo 0001 Juan Ramon Castro A visual toolbox for modeling and testing multi-net neural systems. 164-184 2013 21 Comput. Appl. Eng. Educ. 1 https://doi.org/10.1002/cae.20459 https://www.wikidata.org/entity/Q58488499 db/journals/caee/caee21.html#MelinMCC13
Luis G. Martínez Guillermo Licea Antonio Rodríguez Díaz Juan R. Castro 0001 Oscar Castillo 0001 Using MatLab's fuzzy logic toolbox to create an application for RAMSET in software engineering courses. 596-605 2013 21 Comput. Appl. Eng. Educ. 4 https://doi.org/10.1002/cae.20504 db/journals/caee/caee21.html#MartinezLDCC13
Oscar Castillo 0001 Patricia Melin Juan R. Castro 0001 Computational intelligence software for interval type-2 fuzzy logic. 737-747 2013 21 Comput. Appl. Eng. Educ. 4 https://doi.org/10.1002/cae.20522 https://www.wikidata.org/entity/Q58488528 db/journals/caee/caee21.html#CastilloMC13
Mauricio A. Sanchez Juan R. Castro 0001 Oscar Castillo 0001 Formation of general type-2 Gaussian membership functions based on the information granule numerical evidence. 1-6 2013 HIMA https://doi.org/10.1109/HIMA.2013.6615015 conf/hima/2013 db/conf/hima/hima2013.html#SanchezCC13 Manuel Castañón-Puga Juan Ramon Castro Miguel Flores-Parra JT2FIS: Java Type-2 Fuzzy Inference System - An Object-oriented Class Library for Building Java Intelligent Applications. 524-529 2013 ICEIS (1) https://doi.org/10.5220/0004569805240529 conf/iceis/2013-1 db/conf/iceis/iceis2013-1.html#Castanon-PugaCF13 Claudia I. González Juan R. Castro 0001 Gabriela E. Martinez Patricia Melin Oscar Castillo 0001 A new approach based on generalized type-2 fuzzy logic for edge detection. 424-429 2013 IFSA/NAFIPS https://doi.org/10.1109/IFSA-NAFIPS.2013.6608438 https://www.wikidata.org/entity/Q58488482 conf/ifsa/2013 db/conf/ifsa/ifsa2013.html#GonzalezCMMC13 Felicitas Perez-Ornelas Olivia Mendoza Patricia Melin Juan R. Castro 0001 Fuzzy operators for quality evaluation in images edge detection. 1182-1187 2013 IFSA/NAFIPS https://doi.org/10.1109/IFSA-NAFIPS.2013.6608568 https://www.wikidata.org/entity/Q58488538 conf/ifsa/2013 db/conf/ifsa/ifsa2013.html#Perez-OrnelasMMC13 Mauricio A. Sanchez Juan R. Castro 0001 Felicitas Perez-Ornelas Oscar Castillo 0001 A hybrid method for IT2 TSK formation based on the principle of justifiable granularity and PSO for spread optimization. 1268-1273 2013 IFSA/NAFIPS https://doi.org/10.1109/IFSA-NAFIPS.2013.6608584 conf/ifsa/2013 db/conf/ifsa/ifsa2013.html#SanchezCPC13 Gabriela E. Martinez Olivia Mendoza Juan R. Castro 0001 Patricia Melin Oscar Castillo 0001 Generalized type-2 fuzzy logic in response integration of modular neural networks. 1331-1336 2013 IFSA/NAFIPS https://doi.org/10.1109/IFSA-NAFIPS.2013.6608594 https://www.wikidata.org/entity/Q58488541 conf/ifsa/2013 db/conf/ifsa/ifsa2013.html#MartinezMCMC13 Juan R. Castro 0001 Oscar Castillo 0001 A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. 1-6 2013 IJCNN https://doi.org/10.1109/IJCNN.2013.6706738 conf/ijcnn/2013 db/conf/ijcnn/ijcnn2013.html#CastroC13 Manuel Castañón-Puga Juan Ramon Castro Josué Miguel Flores-Parra Carelia Guadalupe Gaxiola-Pacheco Luis-Guillermo Martínez-Méndez Luis-Enrique Palafox-Maestre JT2FISA Java Type-2 Fuzzy Inference Systems Class Library for Building Object-Oriented Intelligent Applications. 204-215 2013 MICAI (2) https://doi.org/10.1007/978-3-642-45111-9_18 conf/micai/2013-2 db/conf/micai/micai2013-2.html#Castanon-PugaCFGMP13 Luis G. Martínez Juan Ramon Castro Guillermo Licea Antonio Rodríguez Díaz Reynaldo Salas Implementing Fuzzy Subtractive Clustering to Build a Personality Fuzzy Model Based on Big Five Patterns for Engineers. 497-508 2013 MICAI (2) https://doi.org/10.1007/978-3-642-45111-9_43 conf/micai/2013-2 db/conf/micai/micai2013-2.html#MartinezCLDS13 Claudia I. González Juan R. Castro 0001 Patricia Melin Oscar Castillo 0001 An edge detection method based on generalized type-2 fuzzy logic. 39-44 2013 T2FUZZ https://doi.org/10.1109/T2FZZ.2013.6613297 https://www.wikidata.org/entity/Q58488506 conf/t2fuzz/2013 db/conf/t2fuzz/t2fuzz2013.html#GonzalezCMC13 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms. 121-134 2013 Recent Advances on Hybrid Intelligent Systems https://doi.org/10.1007/978-3-642-33021-6_10 series/sci/2013-451 db/series/sci/sci451.html#SanchezCC13 Felicitas Perez-Ornelas Olivia Mendoza Patricia Melin Juan R. Castro 0001 Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images. 147-157 2013 Recent Advances on Hybrid Intelligent Systems https://doi.org/10.1007/978-3-642-33021-6_12 https://www.wikidata.org/entity/Q58488567 series/sci/2013-451 db/series/sci/sci451.html#Perez-OrnelasMMC13 Juan Paulo Alvarado-Magaña Antonio Rodríguez Díaz Juan R. Castro 0001 Oscar Castillo 0001 Type-2 Fuzzy Grammar in Language Evolution. 501-515 2013 Recent Advances on Hybrid Intelligent Systems https://doi.org/10.1007/978-3-642-33021-6_38 series/sci/2013-451 db/series/sci/sci451.html#Alvarado-MaganaDCC13 Mauricio A. Sanchez Oscar Castillo 0001 Juan R. Castro 0001 An Analysis of the Relationship between the Size of the Clusters and the Principle of Justifiable Granularity in Clustering Algorithms. 239-263 2013 Soft Computing Applications in Optimization, Control, and Recognition https://doi.org/10.1007/978-3-642-35323-9_10 series/sfsc/2013-294 db/series/sfsc/sfsc294.html#SanchezCC13 Juan Paulo Alvarado-Magaña Antonio Rodríguez Díaz Juan R. Castro 0001 Oscar Castillo 0001 Type-2 Fuzzy Logic Grammars in Language Evolution. 265-286 2013 Soft Computing Applications in Optimization, Control, and Recognition https://doi.org/10.1007/978-3-642-35323-9_11 series/sfsc/2013-294 db/series/sfsc/sfsc294.html#Alvarado-MaganaDCC13
Luis G. Martínez Juan R. Castro 0001 Antonio Rodríguez Díaz Guillermo Licea Decision making fuzzy model for software engineering role assignment based on fuzzy logic and big five patterns using RAMSET. 59-67 2012 6 Intell. Decis. Technol. 1 https://doi.org/10.3233/IDT-2012-0122 db/journals/idt/idt6.html#MartinezCDL12
Manuel Castañón-Puga Carelia Gaxiola-Pacheco Juan Ramon Castro Dora-Luz Flores Ramiro Jaimes-Martínez Towards A Multi-Dimensional Modelling Of Complex Social Systems Using Data Mining And Type-2 Neuro-Fuzzy System: Religious Affiliation Case Of Study. 136-142 2012 ECMS https://doi.org/10.7148/2012-0136-0142 conf/ecms/2012 db/conf/ecms/ecms2012.html#Castanon-PugaGCFJ12 Manuel Castañón-Puga Carelia Gaxiola-Pacheco Dora-Luz Flores Ramiro Jaimes-Martínez Juan Ramon Castro A Distributed Agency Methodology applied to Complex Social Systems - Towards a Multi-dimensional Model of the Religious Affiliation Preference. 272-277 2012 ICEIS (1) conf/iceis/2012-1 db/conf/iceis/iceis2012-1.html#Castanon-PugaGFJC12 Carlos Fco Álvarez Salgado Luis-Enrique Palafox-Maestre Leocundo Aguilar Noriega Juan R. Castro 0001 Distance Aproximator Using IEEE 802.11 Received Signal Strength and Fuzzy Logic. 411-420 2012 MICAI (2) https://doi.org/10.1007/978-3-642-37798-3_36 conf/micai/2012-2 db/conf/micai/micai2012-2.html#SalgadoMNC12 Luis G. Martínez Juan R. Castro 0001 Guillermo Licea Antonio Rodríguez Díaz Reynaldo Salas Towards a Personality Fuzzy Model Based on Big Five Patterns for Engineers Using an ANFIS Learning Approach. 456-466 2012 MICAI (2) https://doi.org/10.1007/978-3-642-37798-3_40 conf/micai/2012-2 db/conf/micai/micai2012-2.html#MartinezCLDS12 Eduardo Ahumada-Tello Manuel Castañón-Puga Juan Ramón Castro Eugenio Dante Suarez Bogart Yail Márquez Carelia Gaxiola-Pacheco Dora-Luz Flores On the Multi-Agent Modelling of Complex Knowledge Society for Business and Management System Using Distributed Agencies. 560-569 2011 ICDIPC (1) https://doi.org/10.1007/978-3-642-22389-1_49 conf/icdipc/2011-1 db/conf/icdipc/icdipc2011-1.html#Ahumada-TelloCC11 Bogart Yail Márquez Manuel Castañón-Puga Juan Ramon Castro Eugenio Dante Suarez A Distributed Agency Methodology Applied to Complex Social Systems - A Multi-Dimensional Approach. 204-209 2011 ICEIS (2) conf/iceis/2011-2 db/conf/iceis/iceis2011-2.html#MarquezCCS11 Bogart Yail Márquez Manuel Castañón-Puga Juan R. Castro 0001 Eugenio Dante Suarez José Sergio Magdaleno-Palencia Fuzzy Models for Complex Social Systems Using Distributed Agencies in Poverty Studies. 391-400 2011 ICSECS (1) https://doi.org/10.1007/978-3-642-22170-5_34 conf/icsecs/2011-1 db/conf/icsecs/icsecs2011-1.html#MarquezCCSM11 Luis G. Martínez Juan R. Castro 0001 Guillermo Licea Antonio Rodríguez Díaz Carlos F. Álvarez Knowing Software Engineer's Personality to Improve Software Development. 99-104 2011 ICSOFT (2) conf/icsoft/2011-2 db/conf/icsoft/icsoft2011-2.html#MartinezCLDA11 Luis G. Martínez Juan R. Castro 0001 Guillermo Licea Antonio Rodríguez Díaz Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach. 46-57 2011 MICAI (2) https://doi.org/10.1007/978-3-642-25330-0_5 conf/micai/2011-2 db/conf/micai/micai2011-2.html#MartinezCLD11 Luis G. Martínez Juan R. Castro 0001 Guillermo Licea Antonio Rodríguez Díaz Carlos F. Álvarez Towards a Fuzzy Model for RAMSET: Role Assignment Methodology for Software Engineering Teams. 23-41 2011 Soft Computing for Intelligent Control and Mobile Robotics https://doi.org/10.1007/978-3-642-15534-5_2 series/sci/2011-318 db/series/sci/sci318.html#MartinezCLDA11 Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Olivia Mendoza Antonio Rodríguez Díaz An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test. 269-285 2011 Soft Computing for Intelligent Control and Mobile Robotics https://doi.org/10.1007/978-3-642-15534-5_17 https://www.wikidata.org/entity/Q58488764 series/sci/2011-318 db/series/sci/sci318.html#CastroCMMD11 Nohé R. Cázarez-Castro Luis T. Aguilar Oscar Castillo 0001 Juan R. Castro 0001 Type-2 fuzzy load regualation of a servomechanism with backlash using only motor position measurements. 1-8 2010 FUZZ-IEEE https://doi.org/10.1109/FUZZY.2010.5584046 conf/fuzzIEEE/2010 db/conf/fuzzIEEE/fuzzIEEE2010.html#Cazarez-CastroACC10 Selene L. Cardenas-Maciel Oscar Castillo 0001 Luis T. Aguilar Juan R. Castro 0001 A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system. 1-8 2010 IJCNN https://doi.org/10.1109/IJCNN.2010.5596653 conf/ijcnn/2010 db/conf/ijcnn/ijcnn2010.html#Cardenas-MacielCAC10 Luis G. Martínez Guillermo Licea Antonio Rodríguez Díaz Juan R. Castro 0001 Experiences in software engineering courses using psychometrics with RAMSET. 244-248 2010 ITiCSE https://doi.org/10.1145/1822090.1822159 conf/iticse/2010 db/conf/iticse/iticse2010.html#MartinezLDC10 Luis G. Martínez Antonio Rodríguez Díaz Guillermo Licea Juan R. Castro 0001 Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET. 428-439 2010 MICAI (2) https://doi.org/10.1007/978-3-642-16773-7_37 conf/micai/2010-2 db/conf/micai/micai2010-2.html#MartinezDLC10 Olivia Mendoza Patricia Melin Oscar Castillo 0001 Juan Ramon Castro Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks. 389-399 2010 Soft Computing for Recognition Based on Biometrics https://doi.org/10.1007/978-3-642-15111-8_24 https://www.wikidata.org/entity/Q58488775 series/sci/2010-312 db/series/sci/sci312.html#MendozaMCC10
Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Antonio Rodríguez Díaz A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks. 2175-2193 2009 179 Inf. Sci. 13 https://doi.org/10.1016/j.ins.2008.10.016 https://www.wikidata.org/entity/Q58488832 db/journals/isci/isci179.html#CastroCMD09
Olivia Mendoza Patricia Melin Juan Ramon Castro The Use of Interval Type-2 Fuzzy Logic as a General Method for Edge Detection. 774-779 2009 IFSA/EUSFLAT Conf. http://www.eusflat.org/proceedings/IFSA-EUSFLAT_2009/pdf/tema_0774.pdf conf/eusflat/2009 db/conf/eusflat/eusflat2009.html#MendozaMC09 Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Antonio Rodríguez Díaz Olivia Mendoza Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification. 1382-1387 2009 IFSA/EUSFLAT Conf. http://www.eusflat.org/proceedings/IFSA-EUSFLAT_2009/pdf/tema_1382.pdf conf/eusflat/2009 db/conf/eusflat/eusflat2009.html#CastroCMDM09 Dora-Luz Flores Antonio Rodríguez Díaz Juan R. Castro 0001 Carelia Gaxiola TA-Fuzzy Semantic Networks for Interaction Representation in Social Simulation. 213-225 2009 Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control https://doi.org/10.1007/978-3-642-04514-1_12 series/sci/2009-257 db/series/sci/sci257.html#FloresDCC09
Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Antonio Rodríguez Díaz Building Fuzzy Inference Systems with a New Interval Type-2 Fuzzy Logic Toolbox. 104-114 2008 1 Trans. Comput. Sci. https://doi.org/10.1007/978-3-540-79299-4_5 journals/tcos/2008-1 db/journals/tcos/tcos1.html#CastroCMD08
Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Andres Rodriguez-Diaz Luis G. Martínez Intelligent control using an Interval Type-2 Fuzzy Neural Network with a hybrid learning algorithm. 893-900 2008 FUZZ-IEEE https://doi.org/10.1109/FUZZY.2008.4630476 https://www.wikidata.org/entity/Q58488991 conf/fuzzIEEE/2008 db/conf/fuzzIEEE/fuzzIEEE2008.html#CastroCMRM08 Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Antonio Rodríguez Díaz A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction. 363-386 2008 Soft Computing for Hybrid Intelligent Systems https://doi.org/10.1007/978-3-540-70812-4_22 https://www.wikidata.org/entity/Q58488908 series/sci/2008-154 db/series/sci/sci154.html#CastroCMD08
Juan E. Moreno Oscar Castillo 0001 Juan R. Castro 0001 Luis G. Martínez Patricia Melin Data Mining for extraction of fuzzy IF-THEN rules using Mamdani and Takagi-Sugeno-Kang FIS. 82-88 2007 15 Eng. Lett. 1 http://www.engineeringletters.com/issues_v15/issue_1/EL_15_1_13.pdf db/journals/engl/engl15.html#MorenoCCMM07
Juan R. Castro 0001 Oscar Castillo 0001 Luis G. Martínez Interval Type-2 Fuzzy Logic Toolbox. 89-98 2007 15 Eng. Lett. 1 http://www.engineeringletters.com/issues_v15/issue_1/EL_15_1_14.pdf db/journals/engl/engl15.html#CastroCM07
Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin An Interval Type-2 Fuzzy Logic Toolbox for Control Applications. 1-6 2007 FUZZ-IEEE https://doi.org/10.1109/FUZZY.2007.4295341 https://www.wikidata.org/entity/Q58489174 conf/fuzzIEEE/2007 db/conf/fuzzIEEE/fuzzIEEE2007.html#CastroCM07 Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Antonio Rodríguez Díaz Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. 157-162 2007 conf/grc/2007 GrC https://doi.org/10.1109/GrC.2007.116 https://doi.ieeecomputersociety.org/10.1109/GrC.2007.116 db/conf/grc/grc2007.html#CastroCMD07 Juan R. Castro 0001 Oscar Castillo 0001 Patricia Melin Luis G. Martínez S. Escobar I. Camacho Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox. 53-62 2007 Analysis and Design of Intelligent Systems using Soft Computing Techniques https://doi.org/10.1007/978-3-540-72432-2_7 https://www.wikidata.org/entity/Q58489185 series/asc/2007-41 db/series/asc/asc41.html#CastroCMMEC07 Leocundo AguilarLeocundo Aguilar Noriega Luis T. Aguilar Eduardo Ahumada-Tello Juan Paulo Alvarado-Magaña Carlos F. Álvarez Leticia Amador-Angulo I. Camacho Selene L. Cardenas-Maciel Manuel Castañón-Puga Oscar Castillo 0001 Nohé R. Cázarez-Castro Leticia Cervantes Antonio Rodríguez Díaz Héctor Echavarría-Heras S. Escobar Dora-Luz Flores Miguel Flores-ParraJosué Miguel Flores-Parra Fernando Gaxiola 0001 Carelia Gaxiola-PachecoCarelia Guadalupe Gaxiola-PachecoCarelia Gaxiola Zong Woo Geem Claudia I. González José Luis González 0003José Luis González Vázquez María Evangelina Herrán-Paz Denisse Hidalgo Ramiro Jaimes-Martínez Daniela Juarez Reyes Juárez-Ramírez José Sergio Magdaleno-Palencia Alain Manzo-Martinez Bogart Yail Márquez Gabriela E. MartinezGabriela E. Martínez Luis G. Martínez Luis-Guillermo Martínez-Méndez Ricardo Martínez-Soto Patricia Melin Olivia Mendoza Juan E. Moreno Sukey Nakasima-López Raúl Navarro-Almanza Violeta Ocegueda-Miramontes Patricia Ochoa Emanuel Ontiveros-Robles Raúl Ortiz-Monasterio Luis-Enrique PalafoxLuis-Enrique Palafox-Maestre Cinthia Peraza Felicitas Perez-Ornelas Martha Pulido Cecilia Leal Ramírez Andres Rodriguez-Diaz Reynaldo Salas Carlos Fco Álvarez Salgado Daniela Sánchez Mauricio A. Sanchez Guillermo Licea SandovalGuillermo Licea José Soria Eugenio Dante Suarez Fevrier Valdez Mario García ValdezJosé Mario García Valdez José González Vázquez Enrique Villa-Diharce Hector J. Willys Jin Hee Yoon