Connectionist Structures of Type 2 Fuzzy Inference Systems
PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Parallel Processing by Implication-Based Neuro-Fuzzy Systems
PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Modeling MPEG VBR video traffic using type-2 fuzzy logic systems
Granular computing
Hardware architecture and FPGA implementation of a type-2 fuzzy system
Proceedings of the 14th ACM Great Lakes symposium on VLSI
Pattern recognition using type-II fuzzy sets
Information Sciences—Informatics and Computer Science: An International Journal
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
On a 50% savings in the computation of the centroid of a symmetrical interval type-2 fuzzy set
Information Sciences—Informatics and Computer Science: An International Journal
Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers
Engineering Applications of Artificial Intelligence
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
Information Sciences: an International Journal
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International Journal of Approximate Reasoning
Design of interval type-2 fuzzy sliding-mode controller
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Applied Soft Computing
Type-2 fuzzy Gaussian mixture models
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ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Genetic Granular Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
On Approximate Representation of Type-2 Fuzzy Sets Using Triangulated Irregular Network
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Hybrid IT2 NSFLS-1 Used to Predict the Uncertain MXNUSD Exchange Rate
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
A type-2 fuzzy rule-based expert system model for stock price analysis
Expert Systems with Applications: An International Journal
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International Journal of Artificial Intelligence and Soft Computing
Reduced-set vector-based interval type-2 fuzzy neural network
WSEAS Transactions on Computers
Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems
Engineering Applications of Artificial Intelligence
Efficient triangular type-2 fuzzy logic systems
International Journal of Approximate Reasoning
Interval type-2 fuzzy membership function generation methods for pattern recognition
Information Sciences: an International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
Information Sciences: an International Journal
A Type-1 Approximation of Interval Type-2 FLS
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
An interval type-2 fuzzy rough set model for attribute reduction
IEEE Transactions on Fuzzy Systems
Identification and control of time-varying plants using type-2 fuzzy neural system
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On a 50% savings in the computation of the centroid of a symmetrical interval type-2 fuzzy set
Information Sciences: an International Journal
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
Information Sciences: an International Journal
T2-HyFIS-Yager: type 2 hybrid neural fuzzy inference system realizing Yager inference
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Interval-valued fuzzy-rough feature selection in datasets with missing values
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Control of the TORA system using SIRMs based type-2 fuzzy logic
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Similarity-based perceptual reasoning for perceptual computing
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Adaptive control using interval type-2 fuzzy logic
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Refinement geometric algorithms for type-2 fuzzy set operations
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
An extended fuzzy logic system for uncertainty modelling
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing
IEEE Transactions on Fuzzy Systems
Interval type-2 fuzzy logic congestion control for video streaming across IP networks
IEEE Transactions on Fuzzy Systems
α-plane representation for type-2 fuzzy sets: theory and applications
IEEE Transactions on Fuzzy Systems
Solving fuzzy linear programming problems with interval type-2 RHS
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Type-2 fuzzy reaching law speed control of an electric drive
International Journal of Modelling and Simulation
Modeling uncertain speech sequences using type-2 fuzzy hidden Markov models
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Robust interval type-2 possibilistic C-means clustering and its application for fuzzy modeling
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Building fuzzy inference systems with a new interval type-2 fuzzy logic toolbox
Transactions on computational science I
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Information Sciences: an International Journal
An interval type-2 fuzzy-neural network with support-vector regression for noisy regression problems
IEEE Transactions on Fuzzy Systems
Distributed geometric fuzzy multiagent urban traffic signal control
IEEE Transactions on Intelligent Transportation Systems
Methods of critical value reduction for type-2 fuzzy variables and their applications
Journal of Computational and Applied Mathematics
Relational type-2 interval fuzzy systems
PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I
The class-2 linguistic dynamic trajectories of the interval type-2 fuzzy sets
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part I
Learning methods for type-2 FLS based on FCM
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
New method for generation type-2 fuzzy partition for FDT
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Type-2 fuzzy sliding mode control without reaching phase for nonlinear system
Engineering Applications of Artificial Intelligence
Fuzzy logic controllers optimization using genetic algorithms and particle swarm optimization
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Comparative study of type-2 fuzzy sets and cloud model
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Conceptual design evaluation using interval type-2 fuzzy information axiom
Computers in Industry
Modeling the permeability of carbonate reservoir using type-2 fuzzy logic systems
Computers in Industry
An interval fuzzy controller for vehicle active suspension systems
IEEE Transactions on Intelligent Transportation Systems
Type-2 fuzzy neural networks with fuzzy clustering and differential evolution optimization
Information Sciences: an International Journal
Modeling fuzzy data envelopment analysis by parametric programming method
Expert Systems with Applications: An International Journal
Single-step ahead prediction based on the principle of concatenation using grey predictors
Expert Systems with Applications: An International Journal
Predicting correlations properties of crude oil systems using type-2 fuzzy logic systems
Expert Systems with Applications: An International Journal
International Journal of Approximate Reasoning
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ICAI'05/MCBC'05/AMTA'05/MCBE'05 Proceedings of the 6th WSEAS international conference on Automation & information, and 6th WSEAS international conference on mathematics and computers in biology and chemistry, and 6th WSEAS international conference on acoustics and music: theory and applications, and 6th WSEAS international conference on Mathematics and computers in business and economics
Artificial immune system based on interval type-2 fuzzy set paradigm
Applied Soft Computing
Efficient dynamic task scheduling in virtualized data centers with fuzzy prediction
Journal of Network and Computer Applications
Fire-rule-based direct adaptive type-2 fuzzy H∞ tracking control
Engineering Applications of Artificial Intelligence
First-order interval type-1 non-singleton type-2 TSK fuzzy logic systems
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Short term local meteorological forecasting using type-2 fuzzy systems
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Information Sciences: an International Journal
Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA
Applied Soft Computing
On two possible roles of type-2 fuzzy sets in linguistic summaries
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Using interval singleton type 2 fuzzy logic system in corrupted time series modelling
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Elements of the type-2 semantics in summarizing databases
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Type-2 neuro-fuzzy modeling for a batch biotechnological process
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Robotics and Computer-Integrated Manufacturing
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HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Implications on ordered fuzzy numbers and fuzzy sets of type two
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System
Expert Systems with Applications: An International Journal
An interval type-2 fuzzy logic system for human silhouette extraction in dynamic environments
AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
On interval type-2 rough fuzzy sets
Knowledge-Based Systems
On characterization of generalized interval type-2 fuzzy rough sets
Information Sciences: an International Journal
Information Sciences: an International Journal
eT2FIS: An Evolving Type-2 Neural Fuzzy Inference System
Information Sciences: an International Journal
Modeling data uncertainty on electric load forecasting based on Type-2 fuzzy logic set theory
Engineering Applications of Artificial Intelligence
Adaptive H8 Fuzzy Control for a Class of Uncertain Discrete-Time Nonlinear Systems
International Journal of Artificial Life Research
Speedup of interval type 2 fuzzy logic systems based on GPU for robot navigation
Advances in Fuzzy Systems - Special issue on High Performance Fuzzy Systems for Real World Problems
Exact inversion of decomposable interval type-2 fuzzy logic systems
International Journal of Approximate Reasoning
A 2uFunction representation for non-uniform type-2 fuzzy sets: Theory and design
International Journal of Approximate Reasoning
System Identification Based on Dynamical Training for Recurrent Interval Type-2 Fuzzy Neural Network
International Journal of Fuzzy System Applications
Overview of Type-2 Fuzzy Logic Systems
International Journal of Fuzzy System Applications
A new indirect approach to the type-2 fuzzy systems modeling and design
Information Sciences: an International Journal
Advances in Fuzzy Systems - Special issue on High Performance Fuzzy Systems for Real World Problems
A modified interval type-2 fuzzy C-means algorithm with application in MR image segmentation
Pattern Recognition Letters
Bifurcating fuzzy sets: Theory and application
Neurocomputing
Type-2 fuzzy control for a flexible-joint robot using voltage control strategy
International Journal of Automation and Computing
Optimal robust adaptive fuzzy H∞ tracking control without reaching phase for nonlinear system
Journal of Control Science and Engineering
Behavior of the soft constraints method applied to interval type-2 fuzzy linear programming problems
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Advances in Fuzzy Systems
On type-2 fuzzy sets and their t-norm operations
Information Sciences: an International Journal
Adaptive type-2 fuzzy sliding mode controller for SISO nonlinear systems subject to actuator faults
International Journal of Automation and Computing
Interval type-2 fuzzy logic based antenatal care system using phonocardiography
Applied Soft Computing
On type-2 fuzzy relations and interval-valued type-2 fuzzy sets
Fuzzy Sets and Systems
Enhanced interval type-2 fuzzy c-means algorithm with improved initial center
Pattern Recognition Letters
Interval type-2 fuzzy PID load frequency controller using Big Bang-Big Crunch optimization
Applied Soft Computing
International Journal of Hybrid Intelligent Systems
General type-2 fuzzy logic systems based on refinement constraint triangulated irregular network
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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We present the theory and design of interval type-2 fuzzy logic systems (FLSs). We propose an efficient and simplified method to compute the input and antecedent operations for interval type-2 FLSs: one that is based on a general inference formula for them. We introduce the concept of upper and lower membership functions (MFs) and illustrate our efficient inference method for the case of Gaussian primary MFs. We also propose a method for designing an interval type-2 FLS in which we tune its parameters. Finally, we design type-2 FLSs to perform time-series forecasting when a nonstationary time-series is corrupted by additive noise where SNR is uncertain and demonstrate an improved performance over type-1 FLSs