Type-1 and interval type-2 ANFIS: a comparison

QR Code

Type-1 and interval type-2 ANFIS: a comparison

In a previous paper, we proposed an extended ANFIS architecture and showed that interval type-2 ANFIS produced larger errors than type-1 ANFIS on the well-known IRIS classification problem. In this paper, more experiments on both synthetic and real-world data are conducted to further investigate and...

Full description

Bibliographic Details
Main Authors:	Chen, Chao, John, Robert, Twycross, Jamie, Garibaldi, Jonathan M.
Format:	Conference or Workshop Item
Published:	2017
Online Access:	https://eprints.nottingham.ac.uk/41808/

Similar Items

An extended ANFIS architecture and its learning properties for type-1 and interval type-2 models
by: Chen, Chao, et al.
Published: (2016)

A novel framework for the implementation and evaluation of type-1 and interval type-2 ANFIS
by: Chen, Chao
Published: (2018)

Type reduction operators for interval type–2 defuzzification
by: Runkler, Thomas A., et al.
Published: (2018)

Interval type-2 defuzzification using uncertainty weights
by: Runkler, Thomas A., et al.
Published: (2017)

Interval type–2 fuzzy decision making
by: Runkler, Thomas, et al.
Published: (2017)

Interval type-2 fuzzy modelling and stochastic search for real-world inventory management
by: Miller, Simon, et al.
Published: (2012)

A direct approach for determining the switch points in the Karnik-Mendel algorithm
by: Chen, Chao, et al.
Published: (2018)

From interval-valued data to general type-2 fuzzy sets
by: Wagner, Christian, et al.
Published: (2014)

Interval type-2 fuzzy automata and Interval type-2 fuzzy grammar
by: Sharan, S., et al.
Published: (2021)

Interval type-2 fuzzy automata and Interval type-2 fuzzy grammar
by: Sharan, S., et al.
Published: (2021)

On Nie-Tan operator and type-reduction of interval type-2 fuzzy sets
by: Li, Jiawei, et al.
Published: (2018)

Interval type-2 fuzzy sets in supplier selection
by: Turk, Seda, et al.
Published: (2014)

Interval type-2 fuzzy sets in supplier selection
by: Turk, Seda, et al.
Published: (2014)

A new accuracy measure based on bounded relative error for time series forecasting
by: Chen, Chao, et al.
Published: (2017)

Contrasting singleton type-1 and interval type-2 non-singleton type-1 fuzzy logic systems
by: Aladi, Jabran Hussain, et al.
Published: (2016)

A support vector-based interval type-2 fuzzy system
by: Uslan, V., et al.
Published: (2014)

Interval type-2 A-intuitionistic fuzzy logic for regression problems
by: Eyoh, Imo, et al.
Published: (2017)

Handling uncertainty: from type-1 to interval type-2 fuzzy sets and systems
by: Aladi, Jabran
Published: (2016)

Performance measurement under increasing environmental uncertainty in the context of interval type-2 fuzzy logic based robotic sailing
by: Benatar, Naisan, et al.
Published: (2013)

Interval type-2 intuitionistic fuzzy logic systems - a comparative evaluation
by: Eyoh, Imo, et al.
Published: (2018)

Interval type-2 intuitionistic fuzzy logic systems: a comparative evaluation
by: Eyoh, Imo, et al.
Published: (2018)

A comparison of non-stationary, type-2 and dual surface fuzzy control
by: Benatar, Naisan, et al.
Published: (2011)

Time series forecasting with interval type-2 intuitionistic fuzzy logic systems
by: Eyoh, Imo, et al.
Published: (2017)

A Comment on "A direct approach for determining the switch soints in the Karnik-Mendel algorithm"
by: Chen, Chao, et al.
Published: (2018)

A comparison between two types of Fuzzy TOPSIS method
by: Madi, Elissa, et al.
Published: (2015)

Interval type-2 intuitionistic fuzzy logic system for non-linear system prediction
by: Eyoh, Imo, et al.
Published: (2016)

Interval type-2 fuzzy logic washing machine
by: Nagarajan, D., et al.
Published: (2019)

Extended Kalman filter-based learning of interval type-2 intuitionistic fuzzy logic system
by: Eyoh, Imo, et al.
Published: (2017)

Learning of interval and general type-2 fuzzy logic systems using simulated annealing: theory and practice
by: Almaraashia, M., et al.
Published: (2016)

Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets
by: McCulloch, Josie, et al.
Published: (2013)

Interval type-2 hesitant fuzzy set method for improving the service quality of domestic airlines in Turkey
by: Deveci, Muhammet, et al.
Published: (2018)

Hybrid learning for interval type-2 intuitionistic fuzzy logic systems as applied to identification and prediction problems
by: Eyoh, Imo, et al.
Published: (2018)

Exploring Constrained Type-2 fuzzy sets
by: D’Alterio, Pasquale, et al.
Published: (2018)

A comparison of type 1 and type 2 fuzzy logic controller for DC motor system
by: Nafrizuan, Mat Yahya, et al.
Published: (2022)

Triangular interval type-2 fuzzy soft set and its application
by: Lathamaheswari, M., et al.
Published: (2020)

Interval type-2 Atanassov-intuitionistic fuzzy logic for uncertainty modelling
by: Eyoh, Imo
Published: (2018)

Towards a cubical type theory without an interval
by: Altenkirch, Thorsten, et al.
Published: (2017)

Adaptive interval type-2 fuzzy logic controller for autonomous mobile robot
by: Shill, P.C., et al.
Published: (2014)

Interval type‑2 fuzzy aggregation operator in decision making and its application
by: Lathamaheswari, M., et al.
Published: (2021)

A new perspective on traffic control management using triangular interval type-2 fuzzy sets and interval neutrosophic sets
by: Nagarajan, D., et al.
Published: (2019)