Search Results - Data-driven membership functions

Adaptive Membership Functions and F-Transform

Authors: Cammarasana S. Patane Giuseppe

Source: IEEE Transactions on Fuzzy Systems. 32:2786-2796

Subject Terms: Data analysis, data-driven membership functions, fuzzy-transform (F-transform), radial basis functions, signal approximation

File Description: application/pdf

Fault diagnosis and prognosis approach using data-driven structurally generated residuals

Authors: Fang, Xin

Contributors: University/Department: Universitat Politècnica de Catalunya. Institut d'Organització i Control de Sistemes Industrials

Thesis Advisors: Puig Cayuela, Vicenç, Blesa Izquierdo, Joaquim

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Fault diagnosis, Fault prognosis, Data-Driven methods, Strutural analysis, LPV, Set membership methods, Àrees temàtiques de la UPC::Informàtica, 004 - Informàtica, 68 - Indústries oficis i comerç d'articles acabats. Tecnologia cibernètica i automàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694830
https://dx.doi.org/10.5821/dissertation-2117-433727

Towards More Specific Estimation of Membership Functions for Data-Driven Fuzzy Inference Systems

Authors: Caro Fuchs Uzay Kaymak Anna Wilbik

Source: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). :1-8

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://research.tue.nl/en/publications/8c5a191c-f61d-463c-8949-c120479726af
https://doi.org/10.1109/FUZZ-IEEE.2018.8491524
https://research.tue.nl/nl/publications/towards-more-specific-estimation-of-membership-functions-for-data
https://cris.maastrichtuniversity.nl/en/publications/towards-more-specific-estimation-of-membership-functions-for-data
https://ieeexplore.ieee.org/document/8491524/
https://www.narcis.nl/publication/RecordID/oai%3Apure.tue.nl%3Apublications%2F8c5a191c-f61d-463c-8949-c120479726af
https://dblp.uni-trier.de/db/conf/fuzzIEEE/fuzzIEEE2018.html#FuchsWK18

Data-Driven Fuzzy Transform

Authors: G Patane'

Source: IEEE transactions on fuzzy systems 30 (2022): 3774–3784. doi:10.1109/TFUZZ.2021.3128684
info:cnr-pdr/source/autori:G. Patane'/titolo:Data-Driven Fuzzy Transform/doi:10.1109%2FTFUZZ.2021.3128684/rivista:IEEE transactions on fuzzy systems/anno:2022/pagina_da:3774/pagina_a:3784/intervallo_pagine:3774–3784/volume:30

Subject Terms: data-driven Fuzzy transform (F-transform), data-driven membership functions, 0202 electrical engineering, electronic engineering, information engineering, F-transform, Laplacian spectrum, 02 engineering and technology, Chebyshev polynomials

File Description: application/pdf

Access URL: https://ieeexplore.ieee.org/abstract/document/9618867/authors
https://hdl.handle.net/20.500.14243/418210
https://doi.org/10.1109/TFUZZ.2021.3128684
https://ieeexplore.ieee.org/document/9618867

Data driven fuzzy membership function generation for increased understandability

Authors: Dumidu Wijayasekara Milos Manic

Source: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). :133-140

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/conf/fuzzIEEE/fuzzIEEE2014.html#WijayasekaraM14
https://ieeexplore.ieee.org/document/6891547/

Towards more specific membership functions for data-driven fuzzy models

Authors: Fuchs, Caro Wilbik, Anna Kaymak, Uzay

Access URL: https://research.tue.nl/en/publications/66485d56-03b6-4736-97b3-f7b34b9f3bcc
https://cris.maastrichtuniversity.nl/en/publications/d590f0c2-6f8f-4d84-990d-8aaff07acf0b

Data-Driven Fuzzy Transform.

Source: IEEE Transactions on Fuzzy Systems; Sep2022, Vol. 30 Issue 9, p3774-3784, 11p

Subject Terms: MEMBERSHIP functions (Fuzzy logic), POLYNOMIAL approximation, LINEAR systems, TOPOLOGICAL property, CHEBYSHEV approximation, LAPLACE distribution

On Data-driven Takagi-Sugeno Modeling of Heterogeneous Systems with Multidimensional Membership Functions

Authors: Andreas Kroll Samuel Soldan

Source: IFAC Proceedings Volumes. 44:14994-14999

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.sciencedirect.com/science/article/pii/S1474667016460398

Towards More Flexible Fuzzy Membership Functions: Learning from Data

Authors: Abbasov, Fakhri Chen, Chao Garibaldi, Jonathan M.

Subject Terms: Flexible Membership Functions, B-splines, AN- FIS, Automatic Differentiation

Relation: https://nottingham-repository.worktribe.com/output/48355623

Availability: https://doi.org/10.1109/FUZZ62266.2025.11152206
https://nottingham-repository.worktribe.com/file/48355623/1/Towards%20More%20Flexible%20Fuzzy%20Membership%20Functions%3A%20Learning%20from%20Data
https://nottingham-repository.worktribe.com/output/48355623

Assessing interpretability of data‐driven fuzzy models: Application in industrial regression problems.

Authors: Júnior, Jorge S. S. Gaspar, Carlos Mendes, Jérôme et al.

Source: Expert Systems; Dec2024, Vol. 41 Issue 12, p1-25, 25p

Subject Terms: FUZZY logic, FUZZY systems, LEAST squares, MEMBERSHIP functions (Fuzzy logic), DECISION making

Out-of-Sample Extension of the Fuzzy Transform

Authors: Patane' Giuseppe

Source: IEEE Transactions on Fuzzy Systems. 32:1424-1434

Subject Terms: Data analysis, data-driven membership functions, fuzzy transform (FT), radial basis functions (RBFs), signal approximation

File Description: application/pdf

Access URL: https://hdl.handle.net/20.500.14243/529882
https://doi.org/10.1109/tfuzz.2023.3326657

OPTIMAL MEMBERSHIP FUNCTION SELECTION FOR A CO-ACTIVE ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM MODELLING OF RESERVOIR SEDIMENTATION IN NIGERIA.

Authors: Oladosu, Stephen Olushola Alademomi, Alfred Sunday Odonye, Samuel Elisha

Source: Matrix Science Mathematic (MSMK); 2025, Vol. 9 Issue 1, p19-25, 7p

Subject Terms: MEMBERSHIP functions (Fuzzy logic), STANDARD deviations, RESERVOIR sedimentation, GAUSSIAN function, BED load

Geographic Terms: NIGERIA

Comparison of rock spalling evaluation in underground openings: Uncertainty-based mathematical model and empirical method.

Authors: Chao Chen Shibin Yao Jian Zhou

Source: Deep Resources Engineering; May2025, Vol. 2 Issue 2, p1-12, 12p

Subject Terms: GRAPHICAL user interfaces, HAZARD mitigation, ROCK excavation, MEMBERSHIP functions (Fuzzy logic), RESEARCH personnel

Redefining Academic Recruitment Using Fuzzy Tahani Logic: A Multi-Criteria Model for Calculus Teaching Assistants’ Selection.

Authors: Saragih, Asido Sihotang, Febri Santoso, Jaya et al.

Source: EduMatSains Jurnal Pendidikan Matematika dan Sains; Oct2025, Vol. 10 Issue 2, p303-316, 14p

Subject Terms: FUZZY logic, MULTIPLE criteria decision making, DECISION support systems, TEACHERS' assistants, EVIDENCE-based management, STUDENT recruitment, CALCULUS

Data Informed Initialization of Fuzzy Membership Functions

Authors: Tao Wang Richard Gault Desmond Greer

Source: Wang, T, Gault, R & Greer, D 2025, 'Data informed initialization of fuzzy membership functions', International Journal of Fuzzy Systems. https://doi.org/10.1007/s40815-024-01971-1

Subject Terms: name=Artificial Intelligence, TSK fuzzy-neural network, machine learning, clustering

File Description: application/pdf

Access URL: https://pure.qub.ac.uk/en/publications/9397ede5-1901-4d87-98ba-beb4b85783d8

An Integrated Spatial Fuzzy‐Based Site Suitability Assessment Framework for Agricultural BMP Placement.

Authors: Mirnasl, Nayyer Akbari, Aidin Philpot, Simone et al.

Source: Environmental Quality Management. Dec2024, Vol. 34 Issue 2, p1-15. 15p.

Subject Terms: *FARM risks, MEMBERSHIP functions (Fuzzy logic), ANTHROPOGENIC effects on nature, AGRICULTURE, WATER quality

Adaptive Neuro-Fuzzy Optimization of Reservoir Operations Under Climate Variability in the Chao Phraya River Basin.

Authors: Maneechot, Luksanaree Chang, Jackson Hian-Wui He, Kai et al.

Source: Water (20734441); Jun2025, Vol. 17 Issue 12, p1740, 19p

Subject Terms: WATER management, WATERSHEDS, RAINFALL, MEMBERSHIP functions (Fuzzy logic), CLIMATE change

Interval Type-3 Fuzzy Systems for Enhanced Heart Rate Classification in Reducing the Risk of Cardiovascular Disease.

Authors: MIRAMONTES, IVETTE CASTILLO, OSCAR CASTRO, JUAN R. et al.

Source: Journal of Multiple-Valued Logic & Soft Computing; 2025, Vol. 46 Issue 1, p121-142, 22p

Subject Terms: CARDIOVASCULAR diseases, FUZZY systems, MEDICAL technology, ELECTRONIC data processing, MEMBERSHIP functions (Fuzzy logic), FUZZY algorithms, HEART beat measurement, STATISTICAL accuracy

Quantitative State Evaluation Method for Relay Protection Equipment Based on Improved Conformer Optimized by Two-Stage APO.

Authors: Li, Yanhong Zhang, Min Zhang, Shaofan et al.

Source: Symmetry (20738994). Jun2025, Vol. 17 Issue 6, p951. 26p.

Subject Terms: *MEMBERSHIP functions (Fuzzy logic), *DATA integration, *POINT set theory, *TASK analysis, *MACHINE learning

Neutrosophic Logic for Secure Hand-Based Biometrics: Quantifying Privacy-Security Tradeoffs in Remote Authentication Systems.

Authors: Salama, A. A. Mohamed, Abdelnasser Khalid, Huda E. et al.

Source: Neutrosophic Sets & Systems; 2025, Vol. 87, p477-518, 42p

Subject Terms: BIOMETRIC identification, NEUTROSOPHIC logic, MEMBERSHIP functions (Fuzzy logic), COMPUTER network security, BIOMETRY, DATA transmission systems