RIT2FIS : a recurrent interval type 2 Fuzzy Inference System and its rule base estimation

RIT2FIS : a recurrent interval type 2 Fuzzy Inference System and its rule base estimation

Two of the major challenges associated with time series modelling are handling uncertainty present in the data and tracing its dynamical behaviour. A Recurrent Interval Type 2 Fuzzy Inference System or RIT2FIS is presented in this paper. RIT2FIS adopts an interval type 2 fuzzy inference mechanis...

Saved in:

書目詳細資料
Main Authors:	Samanta, Subhrajit, Hartanto, Andre, Pratama, Mahardhika, Sundaram, Suresh, Srikanth, Narasimalu
其他作者:	School of Computer Science and Engineering
格式:	Conference or Workshop Item
語言:	English
出版:	2019
主題:	Recurrent Neural Fuzzy Network Fuzzy Rule Base Estimation Engineering::Electrical and electronic engineering
在線閱讀:	https://hdl.handle.net/10356/106766 http://hdl.handle.net/10220/49775
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its fast learning algorithm for time series forecasting
由: Samanta, Subhrajit, et al.
出版: (2020)

Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system
由: Anh, Nguyen, et al.
出版: (2021)

Wave forecasting using meta-cognitive interval type-2 fuzzy inference system
由: Anh, Nguyen, et al.
出版: (2019)

Genetically evolved fuzzy rule-based classifiers and application to automotive classification
由: Chua, T.W., et al.
出版: (2014)

A rule self-regulating fuzzy controller
由: Qiao, W.Z., et al.
出版: (2014)

Wind speed intervals prediction using meta-cognitive approach
由: Anh, Nguyen, et al.
出版: (2019)

Parametric conditions for a Monotone TSK Fuzzy Inference System to be an n-ary Aggregation Function
由: Yi Wen Kerk, et al.
出版: (2020)

Advances in fuzzy rule-based system for pattern classification
由: CHUA TECK WEE
出版: (2010)

An integrated LSTM-rule-based fusion method for the localization of intelligent vehicles in a complex environment
由: Yuan, Quan, et al.
出版: (2024)

Mining of gradual rules
由: CHEN ZHENG
出版: (2010)

Advanced methods for recurrent hierarchical systems modeling. Application to producer-consumer distributed energy production systems
由: Minca, E., et al.
出版: (2013)

Cooperative collision avoidance in multirobot systems using fuzzy rules and velocity obstacles
由: Tang, Wenbing, et al.
出版: (2023)

An interpretable neural fuzzy inference system for predictions of underpricing in initial public offerings
由: Qian, Xiaolin, et al.
出版: (2018)

Fast tracking of transient power system signals using fuzzy LMS algorithm
由: Dash, P.K., et al.
出版: (2014)

Mathematical theory of truth-valued flow inference
由: Wang, P.Z., et al.
出版: (2014)

Fuzziness of n-ary Semigroups
由: Solano, John Patrick F.
出版: (2024)

Modeling self-adaptive software systems by fuzzy rules and Petri nets
由: Ding, Zuohua, et al.
出版: (2020)

Selecting correct methods to extract fuzzy rules from artificial neural network
由: Tan, Xiao, et al.
出版: (2021)

Fuzzy AHP to determine the relative weights of evaluation criteria and Fuzzy TOPSIS to rank the alternatives
由: Torfi, F., et al.
出版: (2014)

The application of fuzzy rating modus ponens to construction operations
由: Sun, K., et al.
出版: (2014)

Automating set-up planning in machining operations
由: Ong, S.K., et al.
出版: (2014)

On bi-cooperative games with fuzzy bi-coalitions
由: Aranez, Arianne Marielle M., et al.
出版: (2015)

Self-organizing rule-based control of multivariable nonlinear servomechanisms
由: Nie, J., et al.
出版: (2014)

Extended interval-valued confidence for inference of Knowware system using hybrid logic
由: Ding, L., et al.
出版: (2016)

Adaptive Interval Type-2 Fuzzy Logic Control of Marine Vessels
由: CHEN XUETAO
出版: (2013)

Flexible dispatching rules for automated guided vehicles based on a self-adapting fuzzy prioritizing system
由: Tan, K.K., et al.
出版: (2014)

An efficient evaluation of a fuzzy equi-join using fuzzy equality indicators
由: Zhang, W., et al.
出版: (2013)

Control of dynamical processes using an on-line rule-adaptive fuzzy control system
由: He, S.-Z., et al.
出版: (2014)

COMPARATIVE ANALYSIS OF INTERVAL TYPE-2 FUZZY PI CONTROLLERS WITH DIFFERENT ANTECENDENT FUZZY SETS
由: YIP CHUN MING TOMMY
出版: (2018)

The derivation of the analytical structure of a class of interval type-2 fuzzy PD and PI controllers
由: Nie, M., et al.
出版: (2014)

A Novel of Ideals and Fuzzy Ideals of Γ-Semigroups
由: Anusorn Simuen
出版: (2023)

UNCERTAINTY IN REAL ESTATE INVESTMENT : COGNITION AND FUZZY' SOLUTION
由: SING TIEN FOO
出版: (2019)

Evolving ensemble fuzzy classifier
由: Pratama, Mahardhika, et al.
出版: (2019)

Analytical structure and characteristics of symmetric karnik-mendel type-reduced interval type-2 fuzzy PI and PD controllers
由: Nie, M., et al.
出版: (2014)

A prolog-like inference system based on neural logic - An attempt towards fuzzy neural logic programming
由: Ding, L., et al.
出版: (2014)

Forging New Frontiers: Fuzzy Pioneers II
出版: (2017)

Concise anti-swing approach for fuzzy crane control
由: Liang, Y.C., et al.
出版: (2014)

Improved arithmetic operations on generalized fuzzy numbers.
由: Luu, Quoc Dat, et al.
出版: (2019)

Fuzzy self-tuning of PID controllers
由: He, S.-Z., et al.
出版: (2014)

On-line learning rules for type-2 fuzzy controller
由: Tan, W.W., et al.
出版: (2014)