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Journal Articles
- 2022
[j17]Raúl Navarro-Almanza, Mauricio A. Sanchez, Juan R. Castro, Olivia Mendoza, Guillermo Licea:
Hierarchical Decision Granules Optimization through the Principle of Justifiable Granularity. Computación y Sistemas 26(2) (2022)- [j16]Raúl Navarro-Almanza
, Mauricio A. Sanchez, Juan R. Castro, Olivia Mendoza, Guillermo Licea:
Interpretable Mamdani neuro-fuzzy model through context awareness and linguistic adaptation. Expert Syst. Appl. 189: 116098 (2022) - 2020
- [j15]Juan E. Moreno, Mauricio A. Sanchez, Olivia Mendoza, Antonio Rodríguez Díaz, Oscar Castillo, Patricia Melin, Juan R. Castro:
Design of an interval Type-2 fuzzy model with justifiable uncertainty. Inf. Sci. 513: 206-221 (2020) - 2019
- [j14]Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin:
General Type-2 Fuzzy Sugeno Integral for Edge Detection. J. Imaging 5(8): 71 (2019) - 2016
- [j13]Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo, Olivia Mendoza:
Optimization of interval type-2 fuzzy systems for image edge detection. Appl. Soft Comput. 47: 631-643 (2016) - [j12]Juan R. Castro, Oscar Castillo, Mauricio A. Sanchez, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin:
Method for Higher Order polynomial Sugeno Fuzzy Inference Systems. Inf. Sci. 351: 76-89 (2016) - [j11]Leticia Amador-Angulo, Olivia Mendoza, Juan R. Castro, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot. Sensors 16(9): 1458 (2016) - [j10]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
An improved sobel edge detection method based on generalized type-2 fuzzy logic. Soft Comput. 20(2): 773-784 (2016) - 2014
- [j9]Patricia Melin, Claudia I. González, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic. IEEE Trans. Fuzzy Syst. 22(6): 1515-1525 (2014) - 2013
- [j8]Patricia Melin, Olivia Mendoza, Oscar Castillo, Juan Ramon Castro:
A visual toolbox for modeling and testing multi-net neural systems. Comput. Appl. Eng. Educ. 21(1): 164-184 (2013) - 2011
- [j7]Patricia Melin, Olivia Mendoza, Oscar Castillo:
Face Recognition With an Improved Interval Type-2 Fuzzy Logic Sugeno Integral and Modular Neural Networks. IEEE Trans. Syst. Man Cybern. Part A 41(5): 1001-1012 (2011) - 2010
- [j6]Patricia Melin, Olivia Mendoza, Oscar Castillo:
An improved method for edge detection based on interval type-2 fuzzy logic. Expert Syst. Appl. 37(12): 8527-8535 (2010) - 2009
- [j5]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Interval type-2 fuzzy logic and modular neural networks for face recognition applications. Appl. Soft Comput. 9(4): 1377-1387 (2009) - [j4]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Interval type-2 fuzzy logic for edges detection in digital images. Int. J. Intell. Syst. 24(11): 1115-1133 (2009) - [j3]Olivia Mendoza, Patricia Melin, Guillermo Licea:
A hybrid approach for image recognition combining type-2 fuzzy logic, modular neural networks and the Sugeno integral. Inf. Sci. 179(13): 2078-2101 (2009) - 2007
- [j2]Patricia Melin, Alejandra Mancilla, Miguel Lopez, Olivia Mendoza:
A hybrid modular neural network architecture with fuzzy Sugeno integration for time series forecasting. Appl. Soft Comput. 7(4): 1217-1226 (2007) - [j1]Olivia Mendoza, Patricia Melin, Guillermo Licea Sandoval:
Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detection. Eng. Lett. 15(1): 45-52 (2007)
Conference and Workshop Papers
- 2018
- [c25]Martha Pulido, Patricia Melin, Olivia Mendoza:
Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange. Advances in Data Analysis with Computational Intelligence Methods 2018: 169-181 - 2017
- [c24]Raúl Navarro-Almanza, Guillermo Licea, Reyes Juárez-Ramírez, Olivia Mendoza:
Semantic Capture Analysis in Word Embedding Vectors Using Convolutional Neural Network. WorldCIST (1) 2017: 106-114 - 2016
- [c23]Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin:
General type-2 fuzzy edge detector applied on face recognition system using neural networks. FUZZ-IEEE 2016: 2325-2330 - [c22]Gabriela E. Martinez, Olivia Mendoza, Patricia Melin, Fernando Gaxiola:
Comparison between Choquet and Sugeno integrals as aggregation operators for modular neural networks. FUZZ-IEEE 2016: 2331-2336 - [c21]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition. NAFIPS 2016: 1-6 - [c20]Patricia Melin, Oscar Castillo, Claudia I. González, Juan R. Castro, Olivia Mendoza:
General Type-2 fuzzy edge detectors applied to face recognition systems. NAFIPS 2016: 1-6 - 2015
- [c19]María Evangelina Herrán-Paz, Raúl Ortiz-Monasterio, Antonio Rodríguez Díaz, Olivia Mendoza, Juan R. Castro, 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. BIOSIGNALS 2015: 277-282 - [c18]Claudia I. González, Juan R. Castro, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Edge detection method based on Interval type-2 fuzzy systems for color images. NAFIPS/WConSC 2015: 1-6 - [c17]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Andres Rodriguez-Diaz, Patricia Melin, Oscar Castillo:
Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures. NAFIPS/WConSC 2015: 1-6 - 2014
- [c16]Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks. WCSC 2014: 71-86 - [c15]Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo:
Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection. WCSC 2014: 141-154 - 2013
- [c14]Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro:
Fuzzy operators for quality evaluation in images edge detection. IFSA/NAFIPS 2013: 1182-1187 - [c13]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Generalized type-2 fuzzy logic in response integration of modular neural networks. IFSA/NAFIPS 2013: 1331-1336 - 2010
- [c12]Denisse Hidalgo, Patricia Melin, Olivia Mendoza:
Evolutionary optimization of type-2 fuzzy systems based on the level of uncertainty. FUZZ-IEEE 2010: 1-6 - [c11]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. IJCNN 2010: 1-6 - 2009
- [c10]Olivia Mendoza, Patricia Melin, Juan Ramon Castro:
The Use of Interval Type-2 Fuzzy Logic as a General Method for Edge Detection. IFSA/EUSFLAT Conf. 2009: 774-779 - [c9]Juan R. Castro, Oscar Castillo, 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. IFSA/EUSFLAT Conf. 2009: 1382-1387 - [c8]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Application of interval type-2 fuzzy logic for estimating module relevance in Sugeno integration of modular neural networks. FUZZ-IEEE 2009: 2120-2125 - 2008
- [c7]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic. IJCNN 2008: 1329-1335 - [c6]Fevrier Valdez, Patricia Melin, Olivia Mendoza:
A new evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms: The case of neural networks optimization. IJCNN 2008: 1536-1543 - 2007
- [c5]Olivia Mendoza, Patricia Melin, Guillermo Licea:
A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. GrC 2007: 151-156 - [c4]Olivia Mendoza, Patricia Melin, Oscar Castillo, Guillermo Licea:
Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition. IFSA (1) 2007: 604-612 - [c3]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition. IJCNN 2007: 2931-2935 - 2006
- [c2]Patricia Melin, Olivia Mendoza, Miguel Soto, Maribel Gutierez, Daniel Solano:
An Intelligent System for Pattern Recognition and Time Series Prediction using Modular Neural Networks. IJCNN 2006: 4071-4077 - 2005
- [c1]Olivia Mendoza, Gabriela Torres, Patricia Melin:
An Intelligent System for Modeling and Simulation with Modular Neural Networks. IC-AI 2005: 406-411
Parts in Books or Collections
- 2017
- [p11]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 3-18 - [p10]Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 79-97 - [p9]Martha Pulido, Patricia Melin, Olivia Mendoza:
Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 409-421 - 2015
- [p8]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 3-11 - [p7]Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 59-70 - 2014
- [p6]Gabriela E. Martinez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with Choquet Integral in Modular Neural Networks. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 437-449 - 2013
- [p5]Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro:
Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images. Recent Advances on Hybrid Intelligent Systems 2013: 147-157 - 2011
- [p4]Juan R. Castro, Oscar Castillo, 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. Soft Computing for Intelligent Control and Mobile Robotics 2011: 269-285 - 2010
- [p3]Olivia Mendoza, Patricia Melin, Oscar Castillo, Juan Ramon Castro:
Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks. Soft Computing for Recognition Based on Biometrics 2010: 389-399 - 2008
- [p2]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks. Soft Computing for Hybrid Intelligent Systems 2008: 115-127 - 2007
- [p1]Olivia Mendoza Duarte, Patricia Melin:
The Fuzzy Sugeno Integral as a Decision Operator in the Recognition of Images with Modular Neural Networks. Hybrid Intelligent Systems 2007: 299-310
Coauthor Index
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