Pattern recognition using type-II fuzzy sets
Information Sciences—Informatics and Computer Science: An International Journal
Comparison of type-2 fuzzy values with satisfaction function
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
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
Computing with words and its relationships with fuzzistics
Information Sciences: an International Journal
Information Sciences: an International Journal
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
Information Sciences: an International Journal
Uncertainty measures for interval type-2 fuzzy sets
Information Sciences: an International Journal
On the relevance of some families of fuzzy sets
Fuzzy Sets and Systems
A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets
Information Sciences: an International Journal
Progressive decision-based mean type filter for image noise suppression
Computer Standards & Interfaces
Design of interval type-2 fuzzy sliding-mode controller
Information Sciences: an International Journal
An efficient centroid type-reduction strategy for general type-2 fuzzy logic system
Information Sciences: an International Journal
Type-2 fuzzy logic-based classifier fusion for support vector machines
Applied Soft Computing
General type-2 fuzzy classifiers to land cover classification
Proceedings of the 2008 ACM symposium on Applied computing
New geometric inference techniques for type-2 fuzzy sets
International Journal of Approximate Reasoning
Type-2 fuzzy Gaussian mixture models
Pattern Recognition
Type-2 implications on non-interactive fuzzy truth values
Fuzzy Sets and Systems
Type-2 Fuzzy Neuro System Via Input-to-State-Stability Approach
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
Imprecision Measures for Type-2 Fuzzy Sets: Applications to Linguistic Summarization of Databases
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A Type-2 Fuzzy Set Recognition Algorithm for Artificial Immune Systems
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
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
A novel approach for classification of ECG arrhythmias: Type-2 fuzzy clustering neural network
Expert Systems with Applications: An International Journal
On similarity and inclusion measures between type-2 fuzzy sets with an application to clustering
Computers & Mathematics with Applications
Expert Systems with Applications: An International Journal
Direct adaptive interval type-2 fuzzy control of multivariable nonlinear systems
Engineering Applications of Artificial Intelligence
The collapsing method of defuzzification for discretised interval type-2 fuzzy sets
Information Sciences: an International Journal
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
Information Sciences: an International Journal
Maintaining consistency of vague databases using data dependencies
Data & Knowledge Engineering
Interval-valued fuzzy sets constructed from matrices: Application to edge detection
Fuzzy Sets and Systems
Information Sciences: an International Journal
A new extension of fuzzy sets using rough sets: R-fuzzy sets
Information Sciences: an International Journal
On constructing parsimonious type-2 fuzzy logic systems via influential rule selection
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Fuzzy subsethood for fuzzy sets of type-2 and generalized type-n
IEEE Transactions on Fuzzy Systems
An interval type-2 fuzzy rough set model for attribute reduction
IEEE Transactions on Fuzzy Systems
Accurate segmentation of dermoscopic images by image thresholding based on type-2 fuzzy logic
IEEE Transactions on Fuzzy Systems
Fuzzy filter based on interval-valued fuzzy sets for image filtering
Fuzzy Sets and Systems
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
The variety generated by the truth value algebra of type-2 fuzzy sets
Fuzzy Sets and 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
Type-1 OWA operator based non-stationary fuzzy decision support systems for breast cancer treatments
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
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
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Non-specificity measures for type-2 fuzzy sets
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Type-reduction of the discretised interval type-2 fuzzy set
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
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
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Uncertainty measures for general type-2 fuzzy sets
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A spatio-temporal fuzzy logic system for process control
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
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
Image thresholding using type II fuzzy sets
Pattern Recognition
Expert Systems with Applications: An International Journal
An Interval Type-2 Fuzzy multiple echelon supply chain model
Knowledge-Based Systems
Color image segmentation based on type-2 fuzzy sets and region merging
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Type-2 fuzzy logic controllers: a way forward for fuzzy systems in real world environments
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Fingerprint image enhancement using type-2 fuzzy sets
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
A type-2 fuzzy ontology and its application to personal diabetic-diet recommendation
IEEE Transactions on Fuzzy Systems
Computing with words for hierarchical decision making applied to evaluating a weapon system
IEEE Transactions on Fuzzy Systems - Special section on computing with words
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Toward general type-2 fuzzy logic systems based on zSlices
IEEE Transactions on Fuzzy Systems
Type-2 fuzzy sets as functions on spaces
IEEE Transactions on Fuzzy Systems
Expert Systems with Applications: An International Journal
Computers & Mathematics with Applications
An evolving type-2 neural fuzzy inference system
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Multivariate modeling and type-2 fuzzy sets
Fuzzy Sets and Systems
Uncertainty measures for general Type-2 fuzzy sets
Information Sciences: an International Journal
Type-2 fuzzy sliding mode control without reaching phase for nonlinear system
Engineering Applications of Artificial Intelligence
Synchronization of uncertain chaotic systems based on adaptive type-2 fuzzy sliding mode control
Engineering Applications of Artificial Intelligence
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
A comparative study of cloud model and extended fuzzy sets
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Non-singleton genetic fuzzy logic system for arrhythmias classification
Engineering Applications of Artificial Intelligence
Conceptual design evaluation using interval type-2 fuzzy information axiom
Computers in Industry
Review: Industrial applications of type-2 fuzzy sets and systems: A concise review
Computers in Industry
Modeling the permeability of carbonate reservoir using type-2 fuzzy logic systems
Computers in Industry
A type-2 fuzzy wavelet neural network for time series prediction
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Type-2 fuzzy neural networks with fuzzy clustering and differential evolution optimization
Information Sciences: an International Journal
Predicting correlations properties of crude oil systems using type-2 fuzzy logic systems
Expert Systems with Applications: An International Journal
First-order interval type-2 TSK fuzzy logic systems using a hybrid learning algorithm
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
Type-2 fuzzy set representation of stochastic adding A/D conversion
MACMESE'07 Proceedings of the 9th WSEAS international conference on Mathematical and computational methods in science and engineering
Artificial immune system based on interval type-2 fuzzy set paradigm
Applied Soft Computing
Fuzzy rule interpolation based on the ratio of fuzziness of interval type-2 fuzzy sets
Expert Systems with Applications: An International Journal
An essay on the linguistic roots of fuzzy sets
Information Sciences: an International Journal
Interval type-2 fuzzy modelling and simulated annealing for real-world inventory management
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
An extended sliding mode learning algorithm for type-2 fuzzy neural networks
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Study on enhanced Karnik-Mendel algorithms: Initialization explanations and computation improvements
Information Sciences: an International Journal
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
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
The sampling method of defuzzification for type-2 fuzzy sets: Experimental evaluation
Information Sciences: an International Journal
Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA
Applied Soft Computing
Type-2 fuzzy image enhancement
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
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
Multi-attribute group decision making models under interval type-2 fuzzy environment
Knowledge-Based Systems
A new fuzzy segmentation approach based on S-FCM type 2 using LBP-GCO features
Image Communication
Approach to image segmentation based on interval type-2 fuzzy subtractive clustering
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Computing optimal solutions of a linear programming problem with interval type-2 fuzzy constraints
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Engineering Applications of Artificial Intelligence
Similarity, inclusion and entropy measures between type-2 fuzzy sets based on the Sugeno integral
Mathematical and Computer Modelling: An International Journal
On Z-valuations using Zadeh's Z-numbers
International Journal of 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
Optimizing fuzzy portfolio selection problems by parametric quadratic programming
Fuzzy Optimization and Decision Making
Adaptive H8 Fuzzy Control for a Class of Uncertain Discrete-Time Nonlinear Systems
International Journal of Artificial Life Research
A 2uFunction representation for non-uniform type-2 fuzzy sets: Theory and design
International Journal of Approximate Reasoning
Learning rule for TSK fuzzy logic systems using interval type-2 fuzzy subtractive clustering
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Overview of Type-2 Fuzzy Logic Systems
International Journal of Fuzzy System Applications
Median interval approach to model words with interval type-2 fuzzy sets
International Journal of Advanced Intelligence Paradigms
Fuzzy decision making based on hesitant fuzzy linguistic term sets
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
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
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
Data Mining Approaches for Geo-Spatial Big Data: Uncertainty Issues
International Journal of Organizational and Collective Intelligence
On type-2 fuzzy sets and their t-norm operations
Information Sciences: an International Journal
Fixed charge transportation problem with type-2 fuzzy variables
Information Sciences: an International Journal
Interval type-2 fuzzy logic for encoding clinical practice guidelines
Knowledge-Based Systems
Adaptive type-2 fuzzy sliding mode controller for SISO nonlinear systems subject to actuator faults
International Journal of Automation and Computing
On type-2 fuzzy relations and interval-valued type-2 fuzzy sets
Fuzzy Sets and Systems
Type-2 operations on finite chains
Fuzzy Sets and Systems
International Journal of Hybrid Intelligent Systems
International Journal of Hybrid Intelligent Systems
An evolutionary-based fuzzy resource assignment strategy for elastic traffic
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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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Type-2 fuzzy sets let us model and minimize the effects of uncertainties in rule-base fuzzy logic systems. However, they are difficult to understand for a variety of reasons which we enunciate. In this paper, we strive to overcome the difficulties by: (1) establishing a small set of terms that let us easily communicate about type-2 fuzzy sets and also let us define such sets very precisely, (2) presenting a new representation for type-2 fuzzy sets, and (3) using this new representation to derive formulas for union, intersection and complement of type-2 fuzzy sets without having to use the Extension Principle