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
Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers
Engineering Applications of Artificial Intelligence
Computing with words and its relationships with fuzzistics
Information Sciences: an International Journal
Design of interval type-2 fuzzy sliding-mode controller
Information Sciences: an International Journal
New geometric inference techniques for type-2 fuzzy sets
International Journal of Approximate Reasoning
Type-2 fuzzy Gaussian mixture models
Pattern Recognition
Genetic Granular Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
On Defuzzification of Interval Type-2 Fuzzy Sets
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HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
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
Enhanced Karnik-Mendel algorithms
IEEE Transactions on Fuzzy Systems
An interval type-2 neural fuzzy inference system based on Piaget's action-cognitive paradigm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
Information Sciences: an International Journal
Extension of fuzzy adaptive laws to IT2 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
Adaptive control using interval type-2 fuzzy logic
FUZZ-IEEE'09 Proceedings of the 18th international conference 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
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
On the stability of interval type-2 TSK fuzzy logic control systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Toward general type-2 fuzzy logic systems based on zSlices
IEEE Transactions on Fuzzy Systems
Distributed geometric fuzzy multiagent urban traffic signal control
IEEE Transactions on Intelligent Transportation Systems
Type-2 fuzzy logic based urban traffic management
Engineering Applications of Artificial Intelligence
An interval fuzzy controller for vehicle active suspension systems
IEEE Transactions on Intelligent Transportation Systems
Artificial immune system based on interval type-2 fuzzy set paradigm
Applied Soft Computing
Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA
Applied Soft Computing
Elements of the type-2 semantics in summarizing databases
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Simplified type-2 fuzzy sliding controller for wing rock system
Fuzzy Sets and Systems
Modeling data uncertainty on electric load forecasting based on Type-2 fuzzy logic set theory
Engineering Applications of Artificial Intelligence
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
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
A granular neural network: Performance analysis and application to re-granulation
International Journal of Approximate Reasoning
Bifurcating fuzzy sets: Theory and application
Neurocomputing
A closed form type reduction method for piecewise linear interval type-2 fuzzy sets
International Journal of Approximate Reasoning
Interval type-2 fuzzy PID load frequency controller using Big Bang-Big Crunch optimization
Applied Soft Computing
Fuzzy logic and self-referential reasoning: a comparative study with some new concepts
Artificial Intelligence Review
Effects of type reduction algorithms on forecasting accuracy of IT2FLS models
Applied Soft Computing
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We derive inner- and outer-bound sets for the type-reduced set of an interval type-2 fuzzy logic system (FLS), based on a new mathematical interpretation of the Karnik-Mendel iterative procedure for computing the type-reduced set. The bound sets can not only provide estimates about the uncertainty contained in the output of an interval type-2 FLS, but can also be used to design an interval type-2 FLS. We demonstrate, by means of a simulation experiment, that the resulting system can operate without type-reduction and can achieve similar performance to one that uses type-reduction. Therefore, our new design method, based on the bound sets, can relieve the computation burden of an interval type-2 FLS during its operation, which makes an interval type-2 FLS useful for real-time applications.