Olivia Mendoza

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 14

Top Topics

Dynamic Adaptation

Sugeno Integral

Top Venues

Publications

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 (2022)
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)
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 (2020)
Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin
General Type-2 Fuzzy Sugeno Integral for Edge Detection. J. Imaging 5 (8) (2019)
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)
Raúl Navarro-Almanza, Guillermo Licea, Reyes Juárez-Ramírez, Olivia Mendoza
Semantic Capture Analysis in Word Embedding Vectors Using Convolutional Neural Network. WorldCIST (1) (2017)
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)
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)
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 (2016)
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) (2016)
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)
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 (2016)
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) (2016)
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)
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)
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)
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)
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)
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)
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) (2014)
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) (2013)
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)
Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro
Fuzzy operators for quality evaluation in images edge detection. IFSA/NAFIPS (2013)
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) (2011)
Patricia Melin, Olivia Mendoza, Oscar Castillo
An improved method for edge detection based on interval type-2 fuzzy logic. Expert Syst. Appl. 37 (12) (2010)
Olivia Mendoza, Patricia Melin, Oscar Castillo
Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. IJCNN (2010)
Denisse Hidalgo, Patricia Melin, Olivia Mendoza
Evolutionary optimization of type-2 fuzzy systems based on the level of uncertainty. FUZZ-IEEE (2010)
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) (2009)
Olivia Mendoza, Patricia Melin, Guillermo Licea
Interval type-2 fuzzy logic for edges detection in digital images. Int. J. Intell. Syst. 24 (11) (2009)
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)
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)
Olivia Mendoza, Patricia Melin, Oscar Castillo
Interval type-2 fuzzy logic and modular neural networks for face recognition applications. Appl. Soft Comput. 9 (4) (2009)
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)
Olivia Mendoza, Patricia Melin, Guillermo Licea
Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic. IJCNN (2008)
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)
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) (2007)
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)
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)
Olivia Mendoza, Patricia Melin, Guillermo Licea Sandoval
Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detection. Eng. Lett. 15 (1) (2007)
Olivia Mendoza, Patricia Melin, Guillermo Licea
A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. GrC (2007)
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)
Olivia Mendoza, Gabriela Torres, Patricia Melin
An Intelligent System for Modeling and Simulation with Modular Neural Networks. IC-AI (2005)