A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition
P Melin, O Castillo - Applied soft computing, 2014 - Elsevier
In this paper a review of type-2 fuzzy logic applications in pattern recognition, classification
and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a …
and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a …
A review on the applications of type-2 fuzzy logic in classification and pattern recognition
P Melin, O Castillo - Expert Systems with Applications, 2013 - Elsevier
In this paper a review of type-2 fuzzy logic applications in pattern recognition, classification
and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a …
and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a …
On the stability of interval type-2 TSK fuzzy logic control systems
M Biglarbegian, WW Melek… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Type-2 fuzzy logic systems have recently been utilized in many control processes due to
their ability to model uncertainties. This paper proposes a novel inference mechanism for an …
their ability to model uncertainties. This paper proposes a novel inference mechanism for an …
Type 2 fuzzy neural structure for identification and control of time-varying plants
In industry, most dynamical plants are characterized by unpredictable and hard-to-formulate
factors, uncertainty, and fuzziness of information, and as a result, deterministic models …
factors, uncertainty, and fuzziness of information, and as a result, deterministic models …
Type-2 fuzzy tool condition monitoring system based on acoustic emission in micromilling
In this paper, a micromilling type-2 fuzzy tool condition monitoring system based on multiple
AE acoustic emission signal features is proposed. The type-2 fuzzy logic system is used as …
AE acoustic emission signal features is proposed. The type-2 fuzzy logic system is used as …
Type-2 fuzzy modeling and control for bilateral teleoperation system with dynamic uncertainties and time-varying delays
This paper develops data-driven Type-2 Takagi-Sugeno (TS) fuzzy modeling and control for
bilateral teleoperation with dynamic uncertainties and time-varying delays. The Type-2 TS …
bilateral teleoperation with dynamic uncertainties and time-varying delays. The Type-2 TS …
A type-2 neuro-fuzzy system based on clustering and gradient techniques applied to system identification and channel equalization
The integration of fuzzy systems and neural networks has recently become a popular
approach in engineering fields for modelling and control of uncertain systems. This paper …
approach in engineering fields for modelling and control of uncertain systems. This paper …
Design and implementation of Type-2 fuzzy neural system controller for PWM rectifiers
It is necessary to convert AC to DC for the systems that do not work with AC sources. For this
reason, diode and thyristor rectifiers were developed and designed. However, these …
reason, diode and thyristor rectifiers were developed and designed. However, these …
A type-2 fuzzy wavelet neural network for system identification and control
This paper proposes a novel, type-2 fuzzy wavelet neural network (type-2 FWNN) structure
that combines the advantages of type-2 fuzzy systems and wavelet neural networks for …
that combines the advantages of type-2 fuzzy systems and wavelet neural networks for …
A survey on advancement of hybrid type 2 fuzzy sliding mode control
Numerous types of hybridizations between type 2 fuzzy logic system (T2FLS) and sliding
mode control (SMC) have been proposed to construct an intelligent and robust controller …
mode control (SMC) have been proposed to construct an intelligent and robust controller …