A new Takagi–Sugeno–Kang model to time series forecasting
KSTR Alves, CD de Jesus, EP de Aguiar - Engineering Applications of …, 2024 - Elsevier
A fuzzy inference system consists of a machine learning concept that combines accuracy
and interpretability. They are divided into two main groups: Mamdani and Takagi–Sugeno …
and interpretability. They are divided into two main groups: Mamdani and Takagi–Sugeno …
Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier
This paper extends our recent work about dropout for the design of Takagi–Sugeno–Kang
(TSK) fuzzy classifiers, ie, fuzzy-knowledge-out, to the generalized concept, ie, fuzzy rule …
(TSK) fuzzy classifiers, ie, fuzzy-knowledge-out, to the generalized concept, ie, fuzzy rule …
[PDF][PDF] Detection of Oxygen Levels (SpO2) and Heart Rate Using a Pulse Oximeter for Classification of Hypoxemia Based on Fuzzy Logic
MZ Dini, A Rakhmatsyah… - Jurnal Ilmiah Teknik …, 2022 - researchgate.net
This study made the digital system to perform screening (early prediction) of Hypoxemia
using MAX30102 sensor with the fuzzy value from SpO2 level and heart rate. This research …
using MAX30102 sensor with the fuzzy value from SpO2 level and heart rate. This research …
Stability analysis of TS fuzzy-model-based coupled control systems with nonlinear TS fuzzy control and its application
J Liu, Y Cui, H Song, X Zhang, Y Qu - Neural Computing and Applications, 2021 - Springer
Takagi-Sugeno (TS) fuzzy model offers a general and systematic framework to represent a
nonlinear plant and provides an effective platform to facilitate stability analysis and control …
nonlinear plant and provides an effective platform to facilitate stability analysis and control …
Second order Takagi-Sugeno fuzzy model with domain adaptation for nonlinear regression
J Sun, Y Dai, K Zhao, Z Jia - Information Sciences, 2021 - Elsevier
In the regression analysis, Takagi-Sugeno fuzzy model gives a way of exploiting fuzzy logic
to tackle nonlinear issues. However, the general Takagi-Sugeno fuzzy model encounters …
to tackle nonlinear issues. However, the general Takagi-Sugeno fuzzy model encounters …
Recognition of Epilepsy EEG by two-view adversarial-incentived-based TS Fuzzy Classifier
J Zhai, G Song, T Zhou - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
The multi-view fuzzy learning method, due to its ability to comprehensively explore feature
information and possess good interpretability, has been widely used in the field of disease …
information and possess good interpretability, has been widely used in the field of disease …
A Self-Tuning Fuzzy PID Controller for SEPIC Based on Takagi-Sugeno Inference System
E Yusubov, L Bakirova - 2021 International Conference …, 2021 - ieeexplore.ieee.org
This research paper presents the design and simulation of the proportional integral
derivative (PID) controller whose gains are controlled by an adaptive fuzzy tuning …
derivative (PID) controller whose gains are controlled by an adaptive fuzzy tuning …
An Evaluation Method for Teachers Based on the Quantitative Fuzzy Decision Optimization
A Wang, J Zhai, T Zhou - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
Admittedly, it is of paramount guiding significance to construct a scientific comprehensive
evaluation system for university teachers' teaching performance to promote the overall …
evaluation system for university teachers' teaching performance to promote the overall …
Fuzzy logic to adjust room temperature depending on the number of people
MF Siregar, C Imam - Jurnal Mantik, 2023 - iocscience.org
This study focuses on discussing how fuzzy logic can be used in temperature control
systems. To avoid unsuitable and excessive performance as a result of the growing number …
systems. To avoid unsuitable and excessive performance as a result of the growing number …
[HTML][HTML] Recognition of Bangla Handwritten Number Using Combination of PCA and FIS with the Aid of DWT
S Khandakar, MI Islam, F Tabassum… - Journal of Computer and …, 2020 - scirp.org
The structure of any Bangla numerical character is more complex compared to English
numerical character. Two pairs of numerical character in Bangla resembles to be closed and …
numerical character. Two pairs of numerical character in Bangla resembles to be closed and …