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Oscar Castillo · SciRah

Researcher profile · OpenAlex

Oscar Castillo

Tecnológico Nacional de México
Tijuana Institute of Technology-Tecnológico Nacional de México
MX
Instituto Tecnológico de Tijuana
Tijuana Institute of Technology-Tecnológico Nacional de México
MX

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Oscar Castillo — researcher profile on SciRah

ORCID iD 0000-0002-7385-5689

Citations: 29.2K
h-index: 93
i10-index: 521
Works: 1,502

From OpenAlex.

Fuzzy Logic and Control SystemsMetaheuristic Optimization Algorithms ResearchAdvanced Algebra and Logic

Most-cited papers

Type-2 Fuzzy Logic: Theory and Applications
Oscar Castillo, Patricia Melín
2007Studies in fuzziness and soft computing595 citations
OpenAlex
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
Oscar Castillo, Leticia Amador-Angulo, Juan R. Castro, Mario García-Valdéz
2016Information Sciences434 citations
OpenAlex
Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation
Mário Garcia, Oscar Montiel, Oscar Castillo, Roberto Sepúlveda +1 more
2009Applied Soft Computing394 citations
OpenAlex
Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms
Ricardo Martínez, Oscar Castillo, Luis T. Aguilar
2009Information Sciences338 citations
OpenAlex
A review on the design and optimization of interval type-2 fuzzy controllers
Oscar Castillo, Patricia Melín
2011Applied Soft Computing333 citations
OpenAlex
A comprehensive review on type 2 fuzzy logic applications: Past, present and future
Kanika Mittal, Amita Jain, Kunwar Singh Vaisla, Oscar Castillo +1 more
2020Engineering Applications of Artificial Intelligence299 citations
OpenAlex
A review on interval type-2 fuzzy logic applications in intelligent control
Oscar Castillo, Patricia Melín
2014Information Sciences299 citations
OpenAlex
Studies in Computational Intelligence
Ulises Orozco-Rosas, Kenia Picos, Oscar Montiel, Oscar Castillo
2019Studies in computational intelligence296 citations
OpenAlex
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
Juan R. Castro, Oscar Castillo, Patricia Melín, Antonio Rodríguez-Díaz
2008Information Sciences295 citations
OpenAlex
Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot
Oscar Castillo, Ricardo Martínez-Marroquín, Patricia Melín, Fevrier Valdez +1 more
2010Information Sciences274 citations
OpenAlex
Generalized Type-2 Fuzzy Systems for controlling a mobile robot and a performance comparison with Interval Type-2 and Type-1 Fuzzy Systems
Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro
2015Expert Systems with Applications273 citations
OpenAlex
Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic
Patricia Melín, Frumen Olivas, Oscar Castillo, Fevrier Valdez +2 more
2012Expert Systems with Applications269 citations
OpenAlex
A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition
Patricia Melín, Oscar Castillo
2014Applied Soft Computing259 citations
OpenAlex
Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic
Patricia Melín, Claudia I. González, Juan R. Castro, Olivia D. Mendoza +1 more
2014IEEE Transactions on Fuzzy Systems258 citations
OpenAlex
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
Roberto Sepúlveda, Oscar Castillo, Patricia Melín, Antonio Rodríguez-Díaz +1 more
2006Information Sciences258 citations
OpenAlex
A generalized type-2 fuzzy granular approach with applications to aerospace
Oscar Castillo, Leticia Cervantes, José Soria, Mauricio A. Sanchez +1 more
2016Information Sciences223 citations
OpenAlex
A fuzzy hierarchical operator in the grey wolf optimizer algorithm
Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melín +4 more
2017Applied Soft Computing221 citations
OpenAlex
An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms
Fevrier Valdez, Patricia Melín, Oscar Castillo
2010Applied Soft Computing213 citations
OpenAlex
Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory
Oscar Castillo, Patricia Melín
2002IEEE Transactions on Neural Networks195 citations
OpenAlex
Type-2 fuzzy logic aggregation of multiple fuzzy controllers for airplane flight control
Leticia Cervantes, Oscar Castillo
2015Information Sciences188 citations
OpenAlex
An improved sobel edge detection method based on generalized type-2 fuzzy logic
Claudia I. González, Patricia Melín, Juan R. Castro, Olivia D. Mendoza +1 more
2014Soft Computing183 citations
OpenAlex
A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot
Oscar Castillo, Héctor Neyoy, José Soria, Patricia Melín +1 more
2014Applied Soft Computing180 citations
OpenAlex
Comparative analysis of noise robustness of type 2 fuzzy logic controllers
Emanuel Ontiveros-Robles, Patricia Melín, Oscar Castillo
2018Kybernetika178 citations Open access
OpenAlex
A new approach for time series prediction using ensembles of ANFIS models
Patricia Melín, Jesús Soto, Oscar Castillo, José Soria
2011Expert Systems with Applications178 citations
OpenAlex
Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review
Oscar Castillo, Patricia Melín
2012Information Sciences168 citations
OpenAlex
Multiple Ensemble Neural Network Models with Fuzzy Response Aggregation for Predicting COVID-19 Time Series: The Case of Mexico
Patricia Melín, Julio Cesar Monica, Daniela Sánchez, Oscar Castillo
2020Healthcare166 citations Open access
OpenAlex
Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots
Oscar Castillo, Leonardo Trujillo, Patricia Melín
2006Soft Computing166 citations
OpenAlex
Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing
Patricia Melín, Oscar Castillo
2005Studies in fuzziness and soft computing158 citations
OpenAlex
Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems
Frumen Olivas, Fevrier Valdez, Oscar Castillo, Claudia I. González +2 more
2016Applied Soft Computing157 citations
OpenAlex
Finite-interval-valued Type-2 Gaussian fuzzy numbers applied to fuzzy TODIM in a healthcare problem
Abdullah Çağrı Tolga, İsmail Burak Parlak, Oscar Castillo
2019Engineering Applications of Artificial Intelligence155 citations
OpenAlex
RETRACTED ARTICLE: Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm
Debabrata Dansana, Raghvendra Kumar, Aishik Bhattacharjee, D. Jude Hemanth +3 more
2020Soft Computing153 citations Open access
OpenAlex
Optimization of interval type-2 fuzzy systems for image edge detection
Claudia I. González, Patricia Melín, Juan R. Castro, Oscar Castillo +1 more
2014Applied Soft Computing152 citations
OpenAlex
An improved method for edge detection based on interval type-2 fuzzy logic
Patricia Melín, Olivia D. Mendoza, Oscar Castillo
2010Expert Systems with Applications151 citations
OpenAlex
Optimization of modular granular neural networks using a firefly algorithm for human recognition
Daniela Sánchez, Patricia Melín, Oscar Castillo
2017Engineering Applications of Artificial Intelligence144 citations
OpenAlex
Analysis of Spatial Spread Relationships of Coronavirus (COVID-19) Pandemic in the World using Self Organizing Maps
Patricia Melín, Julio Cesar Monica, Daniela Sánchez, Oscar Castillo
2020Chaos Solitons & Fractals143 citations Open access
OpenAlex
A generalized type-2 fuzzy logic approach for dynamic parameter adaptation in bee colony optimization applied to fuzzy controller design
Oscar Castillo, Leticia Amador-Angulo
2017Information Sciences143 citations
OpenAlex
Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis
Emanuel Ontiveros-Robles, Patricia Melín, Oscar Castillo
2020Information Sciences142 citations
OpenAlex
Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO
Fernando Gaxiola, Patricia Melín, Fevrier Valdez, Juan R. Castro +1 more
2015Applied Soft Computing142 citations
OpenAlex
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
Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro
2014Applied Soft Computing142 citations
OpenAlex
Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications
Yazmín Maldonado, Oscar Castillo, Patricia Melín
2012Applied Soft Computing142 citations
OpenAlex
Dynamic parameter adaptation in particle swarm optimization using interval type-2 fuzzy logic
Frumen Olivas, Fevrier Valdez, Oscar Castillo, Patricia Melín
2014Soft Computing140 citations
OpenAlex
A new multi-stable fractional-order four-dimensional system with self-excited and hidden chaotic attractors: Dynamic analysis and adaptive synchronization using a novel fuzzy adaptive sliding mode control method
Hadi Jahanshahi, Amin Yousefpour, Jesus Manuel Munoz-Pacheco, Irene M. Moroz +2 more
2019Applied Soft Computing139 citations
OpenAlex
An Interval Type-2 Fuzzy Logic Toolbox for Control Applications
Juan R. Castro, Oscar Castillo, Patricia Melín
2007Proceedings of ... IEEE International Conference on Fuzzy Systems139 citations
OpenAlex
High order α -planes integration: A new approach to computational cost reduction of General Type-2 Fuzzy Systems
Emanuel Ontiveros-Robles, Patricia Melín, Oscar Castillo
2018Engineering Applications of Artificial Intelligence138 citations
OpenAlex
A review on the applications of type-2 fuzzy logic in classification and pattern recognition
Patricia Melín, Oscar Castillo
2013Expert Systems with Applications138 citations
OpenAlex
Type-2 Fuzzy Logic: Theory and Applications
Oscar Castillo, Patricia Melín, Janusz Kacprzyk, Witold Pedrycz
2007IEEE International Conference on Granular Computing (GrC)137 citations
OpenAlex
A new neural network model based on the LVQ algorithm for multi-class classification of arrhythmias
Patricia Melín, Jonathan Amezcua, Fevrier Valdez, Oscar Castillo
2014Information Sciences136 citations
OpenAlex
Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange
Martha Pulido, Patricia Melín, Oscar Castillo
2014Information Sciences135 citations
OpenAlex
Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction
Fernando Gaxiola, Patricia Melín, Fevrier Valdez, Oscar Castillo
2013Information Sciences135 citations
OpenAlex
Forecasting of COVID-19 time series for countries in the world based on a hybrid approach combining the fractal dimension and fuzzy logic
Oscar Castillo, Patricia Melín
2020Chaos Solitons & Fractals133 citations Open access
OpenAlex

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Citations per year

2 in 2026

20122026

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Patricia Melín×38
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Patricia Melín — researcher profile on SciRah
Juan R. CastroTijuana Institute of Technology, 22379 Tijuana, Mexico×10
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Juan R. Castro — researcher profile on SciRah
Fevrier ValdezInstituto Tecnológico de Tijuana×10
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José SoriaInstituto Tecnológico de Tijuana

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Claudia I. GonzálezInstituto Tecnológico de Tijuana×5

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Olivia D. MendozaSchool of Engineering, University of Baja California, Tijuana, Mexico×4

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Oscar MontielInstituto Politécnico Nacional×3

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Mauricio A. SanchezUniversidad Autónoma de Baja California×3

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Frumen OlivasInstituto Tecnológico de Tijuana×3

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Emanuel Ontiveros-Robles×3

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Daniela SánchezTijuana Institute of Technology, 22379 Tijuana, Mexico×3

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Daniela Sánchez — researcher profile on SciRah

Leticia Amador-AnguloTijuana Institute of Technology, 22379 Tijuana, Mexico×2

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Affiliation history

University of Nebraska at Omaha2017–2020
AmeriCorps2009–2017
University of Alberta2007
The University of Texas at El Paso2017
Universidad Autónoma de Baja California2002–2024
Instituto Venezolano de Investigaciones Científicas2011–2016
Universidad de Guadalajara2008
Inonu University2021
Şırnak University2021
Bulgarian Academy of Sciences2018