Search Results - Kernel fuzzy C-regression model clustering

Kernel Fuzzy c-Regression Based on Least Absolute Deviation with Modified Huber Function.

Authors: Yusuke Oi Yasunori Endo

Source: Journal of Advanced Computational Intelligence & Intelligent Informatics; May2019, Vol. 23 Issue 3, p571-576, 6p

Subject Terms: KERNEL functions, FUZZY algorithms, LEAST absolute deviations (Statistics), NUMERICAL analysis, OUTLIERS (Statistics)

A novel recursive T-S fuzzy semantic modeling approach for discrete state-space systems.

Authors: Li, Liang-Qun Wang, Xiao-Li Xie, Wei-Xin et al.

Source: Neurocomputing. May2019, Vol. 340, p222-232. 11p.

Subject Terms: *FUZZY clustering technique, *DISCRETE systems

A Type-2 Fuzzy Intelligent Agent Based on Sparse Kernel Machines for Reducing Bullwhip Effect in Supply Chain

Authors: Türkşen, İsmail Burhan Zarandi, Mohammad Hossein Fazel Gamasaee, R.

Index Terms: Intelligent agent system, Type-2 fuzzy, Sparse kernel machines, Bullwhip effect, Demand forecasting, Conference Object

URL: https://hdl.handle.net/20.500.11851/6182
2015 Annual Meeting of The North American Fuzzy Information Processing Society Digipen Nafips 2015
Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı

A composite framework coupling FCRM, LSSVM and improved hybrid IHHOMFO optimization for Takagi–Sugeno fuzzy model identification.

Authors: Zhang, Nan Xue, Xiaoming Jiang, Wei et al.

Source: Journal of Intelligent & Fuzzy Systems; 2022, Vol. 43 Issue 3, p3575-3598, 24p

Subject Terms: FUZZY algorithms, DATA structures, SUPPORT vector machines, IMAGE recognition (Computer vision), MATHEMATICAL optimization, MEMBERSHIP functions (Fuzzy logic), LEAST squares

Systematic Review of Forecasting Models Using Evolving Fuzzy Systems.

Authors: Vanegas-Ayala, Sebastian-Camilo Barón-Velandia, Julio Romero-Riaño, Efren

Source: Computation; Aug2024, Vol. 12 Issue 8, p159, 15p

Subject Terms: FUZZY logic, FUZZY systems, MISSING data (Statistics), MATHEMATICAL optimization

A Kernel Fuzzy c-Means Clustering-Based Fuzzy Support Vector Machine Algorithm for Classification Problems With Outliers or Noises.

Authors: Yang, Xiaowei Zhang, Guangquan Lu, Jie et al.

Source: IEEE Transactions on Fuzzy Systems; Feb2011, Vol. 19 Issue 1, p105-115, 11p

Subject Terms: FUZZY sets, CLUSTER analysis (Statistics), SUPPORT vector machines, ALGORITHMS, OUTLIERS (Statistics), NOISE control, MACHINE learning

Design of a robust interval-valued type-2 fuzzy c-regression model for a nonlinear system with noise and outliers.

Authors: Soltani, Moez Telmoudi, Achraf Jabeur Chaouech, Lotfi et al.

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications; Aug2019, Vol. 23 Issue 15, p6125-6134, 10p

Subject Terms: NONLINEAR systems, FUZZY clustering technique, KERNEL functions, NOISE, SYSTEM identification, ORDER picking systems

Color Image Segmentation Using Fuzzy C‐Regression Model.

Authors: Chen, Min Ludwig, Simone A. Honda, Katsuhiro

Source: Advances in Fuzzy Systems; 5/16/2024, Vol. 2024, p1-15, 15p

Subject Terms: IMAGE processing, IMAGE analysis, REMOTE sensing, TRAFFIC monitoring, DATABASES, FUZZY algorithms

Parameter Estimation for Gaussian Process c-Regression Models Based on Marginal Likelihood Maximization. (English)

Authors: YOKOYAMA, Yuya TAKEGAWA, Kaito HAMASUNA, Yukihiro

Source: Journal of Japan Society for Fuzzy Theory & Intelligent Informatics; 2025, Vol. 37 Issue 2, p627-639, 13p

Subject Terms: KRIGING, INNER product spaces, GAUSSIAN processes, NONLINEAR regression, KERNEL functions

Incremental Fuzzy C-Regression Clustering From Streaming Data for Local-Model-Network Identification.

Authors: Blazic, Saso Skrjanc, Igor

Source: IEEE Transactions on Fuzzy Systems; Apr2020, Vol. 28 Issue 4, p758-767, 10p

Subject Terms: FUZZY clustering technique, TIME series analysis, IDENTIFICATION, PARALLEL algorithms, LINEAR programming

Rapid Detection of Protein Content in Fuzzy Cottonseeds Using Portable Spectrometers and Machine Learning.

Authors: Dong, Xiaofeng Li, Qingxu Luo, Zhenwei et al.

Source: Processes; Oct2025, Vol. 13 Issue 10, p3221, 15p

Subject Terms: COTTONSEED, NEAR infrared spectroscopy, PROTEIN analysis, NUTRITIONAL value, NONDESTRUCTIVE testing, CHEMOMETRICS, MACHINE learning

Fuzzy weighted c-harmonic regressions clustering algorithm.

Authors: Zhao, Yang Wang, Pei-hong Li, Yi-guo et al.

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications; Jul2018, Vol. 22 Issue 14, p4595-4611, 17p

Subject Terms: CLUSTERING of particles, REGRESSION analysis, MULTIVARIATE analysis, FUZZY sets, FUZZY algorithms, SIMULATION methods & models

Color Image Segmentation Using Fuzzy C-Regression Model.

Authors: Chen, Min Ludwig, Simone A.

Source: Advances in Fuzzy Systems; 4/16/2017, p1-15, 15p

Subject Terms: IMAGE segmentation, IMAGE analysis, COLOR image processing, COMPUTER vision, FUZZY clustering technique

Affine Takagi-Sugeno fuzzy modelling algorithm by fuzzy c-regression models clustering with a novel cluster validity criterion.

Authors: Kung, C. C. Su, J. Y.

Source: IET Control Theory & Applications (Institution of Engineering & Technology); Sep2007, Vol. 1 Issue 5, p1255-1265, 11p, 1 Diagram, 6 Charts, 6 Graphs

Subject Terms: CONTROL theory (Engineering), FUZZY algorithms, ALGORITHMS, NONLINEAR systems, SYSTEMS theory, FUZZY sets

Self-organizing fuzzy neural network with adaptive evolution strategy for nonlinear and nonstationary processes.

Authors: Meng, Xi Hou, Qizheng Quan, Limin et al.

Source: Artificial Intelligence Review; Sep2025, Vol. 58 Issue 9, p1-23, 23p

Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments.

Authors: Rodrigues, Fernanda P. S. Silva, Alisson Marques

Source: Evolving Systems; Sep2025, Vol. 16 Issue 3, p1-30, 30p

Enhanced Fuzzy System Models With Improved Fuzzy Clustering Algorithm.

Authors: Celikyilmaz, Asli Turksen, I. Burhan

Source: IEEE Transactions on Fuzzy Systems; Jun2008, Vol. 16 Issue 3, p779-794, 16p

Subject Terms: MATHEMATICAL statistics, SYSTEM analysis, FUZZY systems, MATHEMATICAL optimization, INFORMATION storage & retrieval systems, ENGINEERING databases, REGRESSION analysis, FUZZY algorithms

Fuzzy c-regression models combined with support vector regression.

Authors: Higuchi, Tatsuya Miyamoto, Sadaaki

Source: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE); 2014, p2489-2493, 5p

A Study of Support Vector Regression-Based Fuzzy c-Means Algorithm on Incomplete Data Clustering.

Authors: Shi, Maolin Wang, Zihao

Source: Journal of Advanced Computational Intelligence & Intelligent Informatics; Jul2022, Vol. 26 Issue 4, p483-494, 12p

Subject Terms: FUZZY clustering technique, FUZZY algorithms, PERFORMANCE theory

Deep learning-based novel ensemble method with best score transferred-adaptive neuro fuzzy inference system for energy consumption prediction.

Authors: Dağkurs, Birce Atacak, İsmail

Source: PeerJ Computer Science; Feb2025, p1-50, 50p

Subject Terms: ENERGY consumption forecasting, DEEP learning, SMART homes, MACHINE learning, INTERNET of things, FUZZY neural networks, COMPUTER performance, ARTIFICIAL intelligence