Search Results - Type-2 algorithm Fuzzy REgression Models

Multiple Linear Regression Analysis of Interval Type-2 Fuzzy Observed Data in Full Compliance with the Extension Principle.

Authors: Stanojević, Bogdana Stanojević, Milan

Source: International Journal of Information Technology & Decision Making. Sep2025, p1-30. 30p.

Subject Terms: *REGRESSION analysis, MULTIPLE regression analysis, FUZZY algorithms, PREDICTION models, GENERALIZATION, AGGREGATION operators, FUZZY numbers

Type-2 Fuzzy Robust Regression with Two-Step Construction.

Authors: Yabuuchi, Yoshiyuki

Source: Journal of Advanced Computational Intelligence & Intelligent Informatics; Nov2025, Vol. 29 Issue 6, p1410-1416, 7p

Subject Terms: FUZZY logic, FUZZY sets, SCIENTIFIC observation, ROBUST statistics, DISTRIBUTION (Probability theory)

T-S fuzzy model identification based on an improved interval type-2 fuzzy c-regression model.

Authors: Shi, Jianzhong¹ (AUTHOR) sjz@njit.edu.cn

Source: Journal of Intelligent & Fuzzy Systems. 2023, Vol. 44 Issue 3, p4495-4507. 13p.

Subject Terms: FUZZY algorithms, MEMBERSHIP functions (Fuzzy logic), BENCHMARK problems (Computer science), GAUSSIAN function, BEDDING plants, SYSTEM identification

Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression

Authors: Shoeibi, Afshin Ghassemi, Navid Khodatars, Marjane et al.

Index Terms: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2205.15858

Boil-Turbine System Identification Based on Robust Interval Type-2 Fuzzy C-Regression Model.

Authors: Shi, Jianzhong¹ (AUTHOR) sjz-ha@163.com

Source: International Journal of Computational Intelligence & Applications. Dec2022, Vol. 21 Issue 4, p1-18. 18p.

Subject Terms: SYSTEM identification, SOFT sets, FUZZY algorithms

T2RFIS: type-2 regression-based fuzzy inference system.

Authors: Wiktorowicz, Krzysztof¹ (AUTHOR) kwiktor@prz.edu.pl

Source: Neural Computing & Applications. Sep2023, Vol. 35 Issue 27, p20299-20317. 19p.

Subject Terms: *FUZZY logic, *FUZZY systems, *SOFT sets, *MEMBERSHIP functions (Fuzzy logic), *FUZZY sets

EEG Signals Classification Related to Visual Objects Using Long Short-Term Memory Network and Nonlinear Interval Type-2 Fuzzy Regression.

Authors: Ahmadieh H Ghassemi F Moradi MH

Source: Brain topography [Brain Topogr] 2025 Jan 06; Vol. 38 (2), pp. 20. Date of Electronic Publication: 2025 Jan 06.

Publication Type: Journal Article

Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 8903034 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-6792 (Electronic) Linking ISSN: 08960267 NLM ISO Abbreviation: Brain Topogr Subsets: MEDLINE

MeSH Terms: Fuzzy Logic* , Electroencephalography*/methods , Brain*/physiology, Humans ; Male ; Female ; Nonlinear Dynamics ; Neural Networks, Computer ; Adult ; Young Adult ; Signal Processing, Computer-Assisted

Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression.

Authors: Shoeibi, Afshin Ghassemi, Navid Khodatars, Marjane et al.

Source: Cognitive Neurodynamics; Dec2023, Vol. 17 Issue 6, p1501-1523, 23p

Derivative-Based Learning of Interval Type-2 Intuitionistic Fuzzy Logic Systems for Noisy Regression Problems.

Authors: Eyoh, Imo Jeremiah Umoh, Uduak Augustine Inyang, Udoinyang Godwin et al.

Source: International Journal of Fuzzy Systems. Apr2020, Vol. 22 Issue 3, p1007-1019. 13p.

Subject Terms: Fuzzy logic, Kalman filtering, Algorithms, Regression analysis, Data analysis

Building a type-2 fuzzy regression model based on credibility theory and its application on arbitrage pricing theory.

Authors: Wei, Yicheng Watada, Junzo

Source: IEEJ Transactions on Electrical & Electronic Engineering. Nov2016, Vol. 11 Issue 6, p720-729. 9p.

Subject Terms: *FUZZY sets, *REGRESSION analysis, *ARBITRAGE pricing theory, *MEMBERSHIP functions (Fuzzy logic), *HEURISTIC algorithms

Type-2 fuzzy support vector machine model for conformational epitope prediction.

Authors: Singh, Chhaya Jain, Neeraj Adlakha, Neeru et al.

Source: Network Modeling & Analysis in Health Informatics & Bioinformatics; 1/6/2025, Vol. 14 Issue 1, p1-13, 13p

An explainable artificial intelligence approach based on deep type-2 fuzzy logic system

Authors: Chimatapu, Ravikiran

Subject Terms: 006.3, QA76 Computer software

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.835064

Diagnosis of Cushing's syndrome with generalized linear model and development of mobile application.

Authors: Aydemir M Çakir M Oral O et al.

Source: Medicine [Medicine (Baltimore)] 2025 Jun 20; Vol. 104 (25), pp. e42910.

Publication Type: Journal Article

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH Terms: Cushing Syndrome*/diagnosis , Mobile Applications*, Humans ; Female ; Male ; Hydrocortisone/analysis ; Hydrocortisone/urine ; Adult ; Machine Learning ; Middle Aged ; Linear Models ; Saliva/chemistry ; Decision Support Systems, Clinical ; Algorithms ; Dexamethasone

A type-2 fuzzy c-regression clustering algorithm for Takagi–Sugeno system identification and its application in the steel industry

Authors: Fazel Zarandi, M.H. Gamasaee, R. Turksen, I.B.

Source: Information Sciences. Mar2012, Vol. 187, p179-203. 25p.

Subject Terms: *MATHEMATICAL analysis, *MATHEMATICAL models, FUZZY algorithms, FUZZY mathematics, FUZZY sets, GAUSSIAN processes

Optimal design of adaptive neuro-fuzzy inference system using PSO and ant colony optimization for estimation of uncertain observed values.

Authors: Danesh, Mahdi Danesh, Sedigheh

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications; Jan2024, Vol. 28 Issue 1, p135-152, 18p

Subject Terms: ANT algorithms, METAHEURISTIC algorithms, PARTICLE swarm optimization, ANTS, MACHINE learning, FUZZY numbers

A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications.

Authors: Khan, Mufala Kumar, Rakesh Aledaily, Arwa N. et al.

Source: Archives of Computational Methods in Engineering; Jan2024, Vol. 31 Issue 1, p291-311, 21p

Semi-Supervised Soft Computing for Ammonia Nitrogen Using a Self-Constructing Fuzzy Neural Network with an Active Learning Mechanism.

Authors: Zhou, Hongbiao Huang, Yang Yang, Dan et al.

Source: Water (20734441); Oct2024, Vol. 16 Issue 20, p3001, 26p

Subject Terms: FUZZY neural networks, STANDARD deviations, SOFT computing, K-means clustering, WATER quality

Modeling Total Alkalinity in Aquatic Ecosystems by Decision Trees: Anticipation of pH Stability and Identification of Main Contributors.

Authors: Tahraoui, Hichem Bouallouche, Rachida Madi, Kamilia et al.

Source: Water (20734441); Oct2025, Vol. 17 Issue 20, p2939, 22p

Subject Terms: ALKALINITY, WATER quality management, DECISION trees, AQUATIC ecology, PREDICTION models, CHEMICAL properties, EMPIRICAL research

Geographic Terms: ALGERIA

PARAMETER ESTIMATION BY TYPE-2 FUZZY LOGIC IN CASE THAT DATA SET HAS OUTLIER.

Authors: ERBAY DALKILIC, Turkan SANLI KULA, Kamile SAGIRKAYA TOLAN, Seda

Source: Communications Series A1 Mathematics & Statistics. 2020, Vol. 69 Issue 2, p199-210. 12p.

Subject Terms: *PARAMETER estimation, *FUZZY clustering technique, *FUZZY logic, *ALGORITHMS, *REGRESSION analysis, *FUZZY algorithms, *GAUSSIAN distribution

Overlapping Clusters and Support Vector Machines Based Interval Type-2 Fuzzy System for the Prediction of Peptide Binding Affinity

Authors: Volkan Uslan Huseyin Seker Robert John

Source: IEEE Access, Vol 7, Pp 49756-49764 (2019)

Subject Terms: Interval type-2 fuzzy systems, support vector regression, overlapping clusters, peptide binding affinity, clustering, high-dimensionality, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/8685099/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/cf5fffda85c44c1e90a89bcbe082472f