Python scikit-fuzzy: developing a fuzzy expert system for diabetes diagnosis

QR Code

Python scikit-fuzzy: developing a fuzzy expert system for diabetes diagnosis

Nowadays, improvements in diabetes detection that provide patients with vital information are needed. This is due to the fact that Diabetes mellitus has generated a worldwide epidemic that costs society and people. Also, patients tend to misread symptoms, and clinicians who collect insufficient data...

Full description

Bibliographic Details
Published in:	IAES International Journal of Artificial Intelligence
Main Author:	Razak T.R.; Ul-Saufie A.Z.; Yusoff M.H.; Ismail M.H.; Fauzi S.S.M.; Zaki N.A.M.
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192955536&doi=10.11591%2fijai.v13.i2.pp1398-1407&partnerID=40&md5=80d93742cb7141044122b13983b26687

Similar Items

Advancing Fuzzy Logic: A Hierarchical Fuzzy System Approach
by: Anuar N.H.; Razak T.R.; Kamis N.H.
Published: (2024)

Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems
by: Razak T.R.; Kamis N.H.; Anuar N.H.; Garibaldi J.M.; Wagner C.
Published: (2023)

Acariasis on pet Burmese python, Python molurus bivittatus in Malaysia
by: Mariana A.; Vellayan S.; Halimaton I.; Ho T.M.
Published: (2011)

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
by: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
Published: (2024)

Expert Consensus on the Development of an Islamic Creative Media Model through the Fuzzy Delphi Method
by: Rasit R.M.; Ashaari M.F.; Osman K.; Suyurno S.S.; Sharif E.A.M.; Muslim M.A.; Faizal M.A.N.
Published: (2023)

Developing a valid VR-based safety tool framework for hospitality TVET: A Fuzzy Delphi analysis with academic and industry experts
by: Saad M.; Sahrir M.S.; Jeinie M.H.; Abdullah N.; Haminuddin N.; Mokhtar M.K.
Published: (2024)

A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems
by: Razak T.R.; Garibaldi J.M.; Wagner C.
Published: (2024)

Review on hypertension diagnosis using expert system and wearable devices
by: Mohd Sani M.I.; Abdullah N.A.S.; Mohd Rosli M.
Published: (2022)

Interpretability and Complexity of Design in the Creation of Fuzzy Logic Systems - A User Study
by: Razak T.R.; Garibaldi J.M.; Wagner C.; Pourabdollah A.; Soria D.
Published: (2018)

Decomposing Conventional Fuzzy Logic Systems to Hierarchical Fuzzy Systems
by: Razak, et al.
Published: (2023)

A fuzzy rule-based Fuzzy Inferior Ratio method with reliability factor
by: Zailani N.A.M.; Ahmad S.A.S.; Mohamad D.
Published: (2021)

Generalized fuzzy number and graph theory matrix approach in fuzzy decision making of smartphone selection
by: Bakar S.A.; Fauzi N.S.; Rahman K.A.
Published: (2021)

Modelling Hierarchical Fuzzy Systems for Mango Grading via FuzzyR Toolkit
by: Rosli Razak T.; Hanan Anuar N.; Garibaldi J.M.; Wagner C.
Published: (2022)

Toward a Framework for Capturing Interpretability of Hierarchical Fuzzy Systems - A Participatory Design Approach
by: Razak T.R.; Garibaldi J.M.; Wagner C.; Pourabdollah A.; Soria D.
Published: (2021)

Temperature regulation for distillation process using self-tuning fuzzy plus PID controller
by: Suhaime N.F.A.; Muhammad Z.; Yusoff Z.M.; Leh N.A.M.; Hashim M.H.C.; Zaki M.A.
Published: (2019)

Real Time Drowsy Driver Detection Using Image Processing on Python
by: Faidhi Daud M.A.; Ismail A.P.; Tahir N.M.; Daud K.; Kasim N.M.; Mohamad F.A.
Published: (2022)

Harumanis mango leaf disease recognition system using image processing technique
by: Gining R.A.J.M.; Fauzi S.S.M.; Yusoff N.M.; Razak T.R.; Ismail M.H.; Zaki N.A.; Abdullah F.
Published: (2021)

Detection of Bacterial Leaf Blight Disease Using RGB-Based Vegetation Indices and Fuzzy Logic
by: Aziz N.H.; Narashid R.H.; Razak T.R.; Anshah S.A.; Talib N.; Latif Z.A.; Hashim N.; Zainuddin K.
Published: (2023)

Job satisfaction evaluation based on fuzzy conjoint method with continuous fuzzy sets
by: Shahari N.; Rasmani K.A.
Published: (2020)

On The Picture Fuzzy-TOPSIS
by: Sulaiman R.; Astuti Y.P.; Yunianti D.N.; Awang N.A.
Published: (2024)

Type 2 Diabetes Mellitus Prediction Using Data Mining Approach
by: Halias A.F.; Saiful N.H.; Ibrahim N.; Muhamad Jamil S.A.; Mansor M.M.; Ul - Saufie A.Z.; Md Ghani N.A.
Published: (2023)

A Comprehensive Guideline to Design Interpretable Hierarchical Fuzzy Systems
by: Razak, et al.
Published: (2024)

Hazard Evaluation of Indoor Air Quality in Bank Offices
by: Saidin H.; Razak A.A.; Mohamad M.F.; Ul-Saufie A.Z.; Zaki S.A.; Othman N.
Published: (2023)

A Novel Hybrid Model Combining the Support Vector Machine (SVM) and Boosted Regression Trees (BRT) Technique in Predicting PM10 Concentration
by: Shaziayani W.N.; Ahmat H.; Razak T.R.; Zainan Abidin A.W.; Warris S.N.; Asmat A.; Noor N.M.; Ul-Saufie A.Z.
Published: (2022)

A New Interval-Valued Fuzzy Entropy Based on Interval-Valued Q-Rung Orthopair Fuzzy Sets
by: Zheng Y.; Qin H.; Ma X.; Wang Y.
Published: (2023)

Sensitivity Analysis for Fuzzy Similarity Measures
by: Rasmani K.A.; Shahari N.; Mohd Razif S.N.R.; Muhamad Zambri F.N.; Razali N.F.; Wie S.S.; Rusli A.D.; Rosli N.N.
Published: (2024)

The application of the fuzzy delphi method (FDM) in developing contract parameters for Shari' Ah compliant e-commerce
by: bin Suhaimi R.; bin Ahmad I.; bin Mahaiyadin M.H.
Published: (2020)

Macroeconomic risk factor in fuzzy present value of highway development
by: Shaffie S.S.; Jaaman S.H.; Mohamad D.
Published: (2018)

Monitoring of watermelon ripeness based on fuzzy logic
by: Rahman F.Y.A.; Baki S.R.M.S.; Yassin A.I.M.; Tahir N.Md.; Ishak W.I.W.
Published: (2009)

Fuzzy and LDR Based Sun Follower System
by: Alwi S.; Alrubayi A.H.; Al-Ghanimi H.; Majeed M.G.; Abdulhussain Z.N.; Alchilibi H.
Published: (2023)

An improvised similarity measure for generalized fuzzy numbers
by: Mohamad D.; Ramlan N.S.A.; Ahmad S.A.S.
Published: (2019)

Variational Fuzzy Energy Active Contour Models for Image Segmentation: A Review
by: Saibin T.C.; Bin Jumaat A.K.; Yusoff M.
Published: (2023)

Fuzzy logic control based maximum power point tracking technique in standalone photovoltaic system
by: Azmi M.H.; Noor S.Z.M.; Musa S.
Published: (2023)

Fuzzy-based voiced-unvoiced segmentation for emotion recognition using spectral feature fusions
by: Ali Y.M.; Rahim A.F.A.; Noorsal E.; Yassin Z.M.; Mokhtar N.F.; Ramlan M.H.
Published: (2020)

Fuzzy logic algorithm for automated dimming control used in passive optical fiber daylighting system for energy savings
by: Sulaiman F.; Ahmad A.; Ahmed A.Z.
Published: (2005)

A Systematic Literature Review on Leaf Disease Recognition Using Computer Vision and Deep Learning Approach
by: Yani N.A.N.A.; Fauzi S.S.M.; Zaki N.A.M.; Ismail M.H.
Published: (2024)

Assessment of Indoor Air Quality in Small and Medium Food Industries and Effects towards Perceived IAQ Symptoms
by: Nazli S.N.; Ul-Saufie A.Z.; Abd Razak A.; Elbayoumi M.
Published: (2023)

Consensus clustering and fuzzy classification for breast cancer prognosis
by: Garibaldi J.M.; Soria D.; Rasmani K.A.
Published: (2010)

Fuzzy Logic Controller by Particle Swarm Optimization Discoverer for Semi-Active Suspension System
by: Ab Talib M.H.; Rosli N.H.M.; Darus I.Z.M.; Yatim H.M.; Hadi M.S.; Ardani M.I.; Saufi M.S.R.M.; Yamin A.H.M.
Published: (2023)

A Hybrid Fuzzy Approach of SimilarityInfluence-Network and DEMATEL Visualization and Analysis
by: Kamis, et al.
Published: (2024)