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ORCIDJesus Soto 0001
Person information
- affiliation: Autonomous University of Baja California, Mexico
- affiliation (former): Tijuana Institute of Technology, Mexico
Other persons with the same name
- Jesus Soto — disambiguation page
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Books and Theses
- 2018
[b1]Jesus Soto, Patricia Melin, Oscar Castillo:
Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction. SpringerBriefs in Applied Sciences and Technology, Springer 2018, ISBN 978-3-319-71263-5
Journal Articles
- 2022
- [j6]Alan Ramírez-Noriega, Yobani Martínez-Ramírez
, Samantha Jiménez, Jesús Soto-Vega, J. Francisco Figueroa Pérez:
inDev: A software to generate an MVC architecture based on the ER model. Comput. Appl. Eng. Educ. 30(1): 259-274 (2022) - 2019
- [j5]Jesus Soto, Oscar Castillo, Patricia Melin, Witold Pedrycz:
A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks. Int. J. Fuzzy Syst. 21(5): 1629-1648 (2019) - 2018
- [j4]Jesus Soto, Patricia Melin, Oscar Castillo:
A New Approach for Time Series Prediction Using Ensembles of IT2FNN Models with Optimization of Fuzzy Integrators. Int. J. Fuzzy Syst. 20(3): 701-728 (2018) - 2017
- [j3]Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melin, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez, Jesus Soto:
A fuzzy hierarchical operator in the grey wolf optimizer algorithm. Appl. Soft Comput. 57: 315-328 (2017) - 2014
- [j2]Jesus Soto, Patricia Melin, Oscar Castillo:
Time series prediction using ensembles of ANFIS models with genetic optimization of interval type-2 and type-1 fuzzy integrators. Int. J. Hybrid Intell. Syst. 11(3): 211-226 (2014) - 2012
- [j1]Patricia Melin, Jesus Soto, Oscar Castillo, Jose Soria:
A new approach for time series prediction using ensembles of ANFIS models. Expert Syst. Appl. 39(3): 3494-3506 (2012)
Conference and Workshop Papers
- 2015
- [c8]Jesus Soto, Patricia Melin:
Optimization of the Fuzzy Integrators in Ensembles of ANFIS Model for Time Series Prediction: The case of Mackey-Glass. IFSA-EUSFLAT 2015 - [c7]Jesus Soto, Patricia Melin, Oscar Castillo:
Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators. MICAI (1) 2015: 472-483 - 2014
- [c6]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series. CIDM 2014: 186-193 - [c5]Jesus Soto, Patricia Melin, Oscar Castillo:
Genetic Optimization of Type-1 and Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. WCSC 2014: 331-351 - 2013
- [c4]Jesus Soto, Patricia Melin, Oscar Castillo:
A new approach for time series prediction using ensembles of ANFIS models with interval type-2 and type-1 fuzzy integrators. CIFEr 2013: 68-73 - [c3]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of Interval Type-2 and Type-1 Fuzzy Integrators in Ensembles of ANFIS Models with Genetic Algorithms. ENC 2013: 99-104 - [c2]Jesus Soto, Patricia Melin, Oscar Castillo:
Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. IJCNN 2013: 1-6 - [c1]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of interval type-2 and type-1 fuzzy integrators in ensembles of ANFIS models with Genetic Algorithms. NaBIC 2013: 41-46
Parts in Books or Collections
- 2024
- [p5]Camilo Caraveo, Leticia Cervantes, Jesus Soto, Oscar Castillo:
Optimal Fuzzy Logic Controller for DC Motor Using Grasshopper Optimization Algorithm. New Directions on Hybrid Intelligent Systems 2024: 169-181 - 2017
- [p4]Jesus Soto, Patricia Melin, Oscar Castillo:
Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 141-158 - 2015
- [p3]Jesus Soto, Patricia Melin:
Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 27-45 - 2014
- [p2]Jesus Soto, Patricia Melin:
Genetic Optimization of Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 79-97 - 2011
- [p1]Jesus Soto, Oscar Castillo, José Soria:
Chaotic Time Series Prediction Using Ensembles of ANFIS. Soft Computing for Intelligent Control and Mobile Robotics 2011: 287-301
Coauthor Index
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