Prof. Patricia Melin, Ph.D., D.Sc.
Prof. Patricia Melin, Ph.D., D.Sc.
Tijuana Institute of Technology
Verified email at tectijuana.mx - Homepage
TitleCited byYear
Type-2 fuzzy logic: theory and applications
O Castillo, P Melin, J Kacprzyk, W Pedrycz
2007 IEEE International Conference on Granular Computing (GRC 2007), 145-145, 2007
6922007
Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation
MAP Garcia, O Montiel, O Castillo, R Sepúlveda, P Melin
Applied Soft Computing 9 (3), 1102-1110, 2009
3372009
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
JR Castro, O Castillo, P Melin, A Rodríguez-Díaz
Information Sciences 179 (13), 2175-2193, 2009
2742009
A review on the design and optimization of interval type-2 fuzzy controllers
O Castillo, P Melin
Applied Soft Computing 12 (4), 1267-1278, 2012
2672012
Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot
O Castillo, R Martínez-Marroquín, P Melin, F Valdez, J Soria
Information sciences 192, 19-38, 2012
2572012
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
R Sepúlveda, O Castillo, P Melin, A Rodríguez-Díaz, O Montiel
Information Sciences 177 (10), 2023-2048, 2007
2492007
An interval type-2 fuzzy logic toolbox for control applications
JR Castro, O Castillo, P Melin
2007 IEEE International Fuzzy Systems Conference, 1-6, 2007
2302007
Hybrid intelligent systems for pattern recognition using soft computing: An evolutionary approach for neural networks and fuzzy systems
P Melin, O Castillo
Springer Science & Business Media, 2005
2122005
Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic
P Melin, F Olivas, O Castillo, F Valdez, J Soria, M Valdez
Expert Systems with Applications 40 (8), 3196-3206, 2013
2092013
An improved evolutionary method with fuzzy logic for combining particle swarm optimization and genetic algorithms
F Valdez, P Melin, O Castillo
Applied Soft Computing 11 (2), 2625-2632, 2011
2082011
Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory
O Castillo, P Melin
IEEE Transactions on Neural Networks 13 (6), 1395-1408, 2002
1922002
A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition
P Melin, O Castillo
Applied soft computing 21, 568-577, 2014
1862014
Edge-detection method for image processing based on generalized type-2 fuzzy logic
P Melin, CI Gonzalez, JR Castro, O Mendoza, O Castillo
IEEE Transactions on Fuzzy Systems 22 (6), 1515-1525, 2014
1742014
A review on interval type-2 fuzzy logic applications in intelligent control
O Castillo, P Melin
Information Sciences 279, 615-631, 2014
1572014
An improved method for edge detection based on interval type-2 fuzzy logic
P Melin, O Mendoza, O Castillo
Expert Systems with Applications 37 (12), 8527-8535, 2010
1572010
Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review
O Castillo, P Melin
Information Sciences 205, 1-19, 2012
1542012
Multiple objective genetic algorithms for path-planning optimization in autonomous mobile robots
O Castillo, L Trujillo, P Melin
Soft Computing 11 (3), 269-279, 2007
1482007
Soft computing for control of non-linear dynamical systems
O Castillo, P Melin
Physica, 2012
1432012
Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications
Y Maldonado, O Castillo, P Melin
Applied Soft Computing 13 (1), 496-508, 2013
1302013
A new approach for time series prediction using ensembles of ANFIS models
P Melin, J Soto, O Castillo, J Soria
Expert Systems with Applications 39 (3), 3494-3506, 2012
1272012
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