DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION

QR Code

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION

A reliable medical decision-making is essential to diagnose a disease. This assists medical practitioners to detect a disease at early stage especially diabetes that causes further health complications. The diversity and availability of healthcare datasets supports medical practitioners to use compu...

Full description

Bibliographic Details
Published in:	Journal of Theoretical and Applied Information Technology
Main Author:	Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
Format:	Article
Language:	English
Published:	Little Lion Scientific 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85189241015&partnerID=40&md5=639d47a3a9decd6428be286b72382d73

Similar Items

Overlapping Granular Clustering: Application in Fuzzy Rule-Based Classification
by: Muda M.Z.; Panoutsos G.
Published: (2024)

Python scikit-fuzzy: developing a fuzzy expert system for diabetes diagnosis
by: Razak T.R.; Ul-Saufie A.Z.; Yusoff M.H.; Ismail M.H.; Fauzi S.S.M.; Zaki N.A.M.
Published: (2024)

Utilizing Machine Learning in Medical Diagnosis: Systematic Review and Empirical Analysis
by: Alazaidah R.; Hassan M.; Al-Rbabah L.; Samara G.; Yusof M.; Al-Sherideh A.S.
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)

Optimization of PV/T Solar Collector Performance with Fuzzy If-Then Rules Generation
by: Khalili N.N.W.; Othman M.; Sakidin H.; Bakar M.N.A.; Abdullah L.
Published: (2021)

Selection of alternatives using fuzzy networks with rule base aggregation
by: Yaakob A.M.; Gegov A.; Abdul Rahman S.F.
Published: (2018)

ISWMbot: Chatbot with an Intent Classification Model using Supervised Algorithm
by: Istihat N.N.; Ibrahim Teo N.H.; Roslan R.; Hamzah R.; Shahbudin F.E.; Sulaiman M.S.
Published: (2024)

The Determinants of The Bank Regulation and Supervision on The Efficiency of Islamic Banks in Different Country's Income Level
by: MOHD NOOR N.H.H.; BAKRI M.H.; WAN YUSOF W.Y.R.; MOHD NOOR N.R.A.; ABDULLAH H.; MOHAMED Z.
Published: (2020)

Optimized Feature Selection and Transformations for Early Stage Prediction of Autism Using Supervised Machine Learning Models
by: Praveena K.N.; Mahalakshmi R.; Manjunath C.; Zubair A.F.; Karthikeyan P.
Published: (2023)

Supervised Machine Learning-Graph Theory Approach for Analyzing the Electronic Properties of Alkane
by: Zabidi Z.M.; Zakaria N.A.; Alias A.N.
Published: (2024)

Interval type 2-fuzzy rule based system approach for selection of alternatives using TOPSIS
by: Yaakob A.M.; Ku Khalif K.M.N.; Gegov A.; Rahman S.F.A.
Published: (2015)

Android malware detection using PMCC heatmap and Fuzzy Unordered Rule Induction Algorithm (FURIA)
by: Kamarudin N.K.; Firdaus A.; Zabidi A.; Ernawan F.; Hisham S.I.; Ab Razak M.F.
Published: (2023)

Evaluation of Factors to Respond to the COVID-19 Pandemic Using DEMATEL and Fuzzy Rule-Based Techniques
by: Asadi S.; Nilashi M.; Abumalloh R.A.; Samad S.; Ahani A.; Ghabban F.; Yusuf S.Y.M.; Supriyanto E.
Published: (2022)

Clinical Spasticity Assessment Assisted by Machine Learning Methods and Rule-Based Decision
by: Yee J.; Low C.Y.; Mohamad Hashim N.; Che Zakaria N.A.; Johar K.; Othman N.A.; Chieng H.H.; Hanapiah F.A.
Published: (2023)

Integrated Supervised Classification of LULC in Identifying Musang King Durian Illegal Farming Location
by: Tarmizi N.M.; Rizwan N.I.
Published: (2024)

GDM-PREP: A Rule-Based Technique to Enhance Early Detection of Gestational Diabetes Mellitus
by: Azmi A.; Zainuddin N.; Aminordin A.; Mohamad M.
Published: (2023)

PV/T solar collector performance evaluation: Generation of fuzzy rules by using weighted subsethood-based algorithm
by: Khalili N.N.W.; Othman M.; Bakar M.N.A.; Abdullah L.; Ramli N.
Published: (2021)

Power Transformer Classification through Dissolved Gas Analysis Utilizing Least-Square Support Vector Machine
by: Yasin Z.M.; Zakaria F.; Salim N.A.; Ab Aziz N.F.
Published: (2024)

Predictive analytics of university student intake using supervised methods
by: Basheer M.Y.I.; Mutalib S.; Hamid N.H.A.; Abdul-Rahman S.; Malik A.M.A.
Published: (2019)

Missing data imputation of MAGDAS-9’s ground electromagnetism with supervised machine learning and conventional statistical analysis models
by: H. M.A.; K.A. N.D.; Md Tahir N.; Iffah Abd Latiff Z.; Huzaimy Jusoh M.; Akimasa Y.
Published: (2022)

Cloud failure prediction based on traditional machine learning and deep learning
by: Tengku Asmawi T.N.; Ismail A.; Shen J.
Published: (2022)

Hybrid signal processing and machine learning algorithm for adaptive fault classification of wind farm integrated transmission line protection
by: Emmanue O.; Othman M.L.; Hizam H.; Othman M.M.; Aker E.; Okeke Chidiebere A.; Samuel T.N.
Published: (2019)

Power Transformer Incipient Fault Diagnosis Using Support Vector Machine
by: Rosli M.A.S.; Zakaria F.; Zin N.M.; Daud R.M.N.R.; Sidek M.N.; Zain M.Y.M.; Kassim A.H.
Published: (2022)

A clinical audit of the diagnosis and management of chronic kidney disease in a primary care clinic
by: Jamaluddin J.; Yassin M.S.M.; Jamil S.N.; Kamel M.A.M.; Yusof M.Y.
Published: (2021)

Fine-tuning optimization of poly lactic acid impact strength with variation of plasticizer using simple supervised machine learning methods
by: Fatriansyah J.F.; Kustiyah E.; Surip S.N.; Federico A.; Pradana A.F.; Handayani A.S.; Jaafar M.; Dhaneswara D.
Published: (2023)

A Case of Linear Scleroderma in a Young Child: A Diagnosis Easily Missed in Primary Care
by: Bin Ahmad M.Z.; Mat Nasir N.; Md Yasin M.; Yusof A.N.M.; Bakrin I.H.; Lim S.C.
Published: (2023)

A Case of Linear Scleroderma in a Young Child: A Diagnosis Easily Missed in Primary Care
by: Ahmad M.Z.B.; Nasir N.M.; Yasin M.M.; Yusof A.N.M.; Bakrin I.H.; Lim S.C.
Published: (2023)

Development of internship monitoring and supervising web-based system
by: Binti Jaafar A.N.; Binti Rohafauzi S.; Binti Md Enzai N.I.; Bin Mohd Fauzi F.D.H.; Binti Nik Dzulkefli N.N.S.; Bin Amron M.T.
Published: (2017)

Supervised feature selection using principal component analysis
by: Rahmat F.; Zulkafli Z.; Ishak A.J.; Abdul Rahman R.Z.; Stercke S.D.; Buytaert W.; Tahir W.; Ab Rahman J.; Ibrahim S.; Ismail M.
Published: (2024)

E-Supervision system for undergraduates Final Year Project
by: Bakar B.A.; Isa N.M.; Sani M.M.; Shahbudin S.
Published: (2016)

Design rules based on build orientation for polylactic acid
by: Nurhudan A.I.; Supriadi S.; Whulanza Y.; Saragih A.S.; Ismail M.H.
Published: (2024)

Association rule mining method for the identification of internet use
by: Wibowo W.; Sari N.P.; Wilantari R.N.; Abdul-Rahman S.
Published: (2021)

Online slant identification algorithm using vector rules
by: Yusof R.; Abdul Rahman S.; Yusoff M.; Mutalib S.; Mohamed A.
Published: (2008)

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

Groundwater level prediction using machine learning models: A comprehensive review
by: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
Published: (2022)

A rule and template based stemming algorithm for Arabic language
by: Sembok T.M.T.; Ata B.M.A.; Bakar Z.A.
Published: (2011)

Machine learning prediction for academic misconduct prediction: an analysis of binary classification metrics
by: Masrom S.; Samad N.H.A.; Septiyanti R.; Roslan N.; Rahman R.A.
Published: (2024)

Machine Learning in Reverse Migration Classification
by: Mohd Hussain N.H.; Anuar A.; Masrom S.; Mohd T.; Ahmad N.A.; Byrd H.
Published: (2024)

Utilization of Adaptive Neuro Fuzzy Inference System (ANFIS) for Prediction of Sacha Inchi Seed Weight Based on Fruit Morphology and Fertilizer Treatment
by: Andayani S.A.; Wijaya A.A.; Prasetyo T.F.; Sukmasari M.D.; Gandaseca S.; Nainggolan M.F.; Sumekar Y.
Published: (2024)

Investigation on the Nature of Safety Rule Violations in High-Rise Construction Projects
by: Harahap M.I.P.; Othman I.; Dinata N.A.M.
Published: (2024)