A review of feature selection methods on diabetes mellitus classification
Diabetes is a leading cause of death in the United States and leads to serious health complications. In recent decades, artificial intelligence technology and its subfield, machine learning, have been increasingly utilized to aid in disease diagnosis. Machine learning methods must be robust enough t...
| Main Authors: | Nur Farahaina, Idris, Mohd Arfian, Ismail, Shahreen, Kasim, Rohayanti, Hassan, Deshinta Arrova Dewi, ., Abdullah Munzir, Mohd Fauzi, Rahmat, Hidayat |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Indonesian Society for Knowledge and Human Development
2025
|
| Subjects: | |
| Online Access: | https://umpir.ump.edu.my/id/eprint/45191/ |
Similar Items
Stacking with recursive feature elimination-isolation forest for classification of diabetes mellitus
by: Nur Farahaina, Idris, et al.
Published: (2024)
by: Nur Farahaina, Idris, et al.
Published: (2024)
Attribute related methods for improvement of ID3 Algorithm in classification of data: A review
by: Nur Farahaina, Idris, et al.
Published: (2020)
by: Nur Farahaina, Idris, et al.
Published: (2020)
Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition
by: Nur Farahaina, Idris, et al.
Published: (2021)
by: Nur Farahaina, Idris, et al.
Published: (2021)
A review of homogenous ensemble methods on the classification of breast cancer data
by: Nur Farahaina, Idris, et al.
Published: (2024)
by: Nur Farahaina, Idris, et al.
Published: (2024)
Android Application for Managing Urgent Convalescent Plasma Blood Request for Covid19 Treatment
by: Olid, Nasir, et al.
Published: (2022)
by: Olid, Nasir, et al.
Published: (2022)
Design and Implementation of Online Examination System for a Higher Educational Institution
by: Nyamupanemunda, Larry, et al.
Published: (2022)
by: Nyamupanemunda, Larry, et al.
Published: (2022)
Breast cancer disease classification using fuzzy-ID3 algorithm based on association function
by: Nur Farahaina, Idris, et al.
Published: (2022)
by: Nur Farahaina, Idris, et al.
Published: (2022)
A Review of Data Analytics Adoption in Business Industry
by: Chong, Fong Kim, et al.
Published: (2019)
by: Chong, Fong Kim, et al.
Published: (2019)
DEVELOPMENT OF CLOUD-BASED MEDIA PLAYER USING MICROSOFT AZURE SERVICES
by: Chong, Fong Kim, et al.
Published: (2018)
by: Chong, Fong Kim, et al.
Published: (2018)
A PROTOTYPE OF STORM WATER CHANNEL IOT (SWCI) TO PREVENT FLOOD DAMAGE IN MALAYSIA
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
Study on Wireless Network and Restrictive Approaches to Enhance the Data Security
by: Ponkoodalingam, Kannan, et al.
Published: (2018)
by: Ponkoodalingam, Kannan, et al.
Published: (2018)
Study on Security Testing-as-a-Service (TaaS) in Cloud Environment
by: Ponkoodalingan, Kannan, et al.
Published: (2018)
by: Ponkoodalingan, Kannan, et al.
Published: (2018)
Expert System of Heart Attack Prediction
by: Kayalvily, Tabianan, et al.
Published: (2019)
by: Kayalvily, Tabianan, et al.
Published: (2019)
Cloud based Heartbeat Rate Monitoring System with Location Tracking
by: Malathy, Batumalay*, et al.
Published: (2020)
by: Malathy, Batumalay*, et al.
Published: (2020)
Classification of breast cancer disease using bagging fuzzy-id3 algorithm based on fuzzydbd
by: Nur Farahaina, Idris
Published: (2022)
by: Nur Farahaina, Idris
Published: (2022)
Monitoring Social Distancing Compliance Using Image Processing Algorithm
by: Lai, Yi Lun, et al.
Published: (2022)
by: Lai, Yi Lun, et al.
Published: (2022)
Feature Selection and Radial Basis Function Network for Parkinson Disease Classification
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
An effective pre-processing phase for gene expression classification
by: Choon, Sen Seah, et al.
Published: (2018)
by: Choon, Sen Seah, et al.
Published: (2018)
A PROTOTYPE OF HOTEL MANAGEMENT SYSTEM WITH A SECURED GRAPHICAL PASSWORD TO AVOID SHOULDER SURFING ATTACK
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
Planning Application with Voice Recognition to Assist Procrastinators in Managing Time
by: Kayalvily, Tabianan, et al.
Published: (2018)
by: Kayalvily, Tabianan, et al.
Published: (2018)
Integrated Car Park System for Smart Parking Solution
by: Harprith Kaur, Randhawa, et al.
Published: (2019)
by: Harprith Kaur, Randhawa, et al.
Published: (2019)
Utilize Medical Text Data to Estimate Disease Types by Using Naïve Bayes and ANN Classifier
by: Mujiono, Sadikin, et al.
Published: (2021)
by: Mujiono, Sadikin, et al.
Published: (2021)
The Air and Sound Pollution Monitoring System using Internet of Things and Cloud Based Data Analysis
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
by: Deshinta, Arrova Dewi, et al.
Published: (2018)
Sentiment Analytics for Monitoring and Analyzing Fan Page Posts
by: Harprith Kaur*, Randhawa, et al.
Published: (2020)
by: Harprith Kaur*, Randhawa, et al.
Published: (2020)
Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
Comparison of feature selection techniques in classifying stroke documents
by: Nur Syaza Izzati, Mohd Rafei, et al.
Published: (2019)
by: Nur Syaza Izzati, Mohd Rafei, et al.
Published: (2019)
A Computational System Approach
To Develop Students’ Emotion Oriented System as Feedback Tool for
Lecturers to Enhance Teaching and Learning
by: Deshinta, Arrova Dewi, et al.
Published: (2012)
by: Deshinta, Arrova Dewi, et al.
Published: (2012)
QR-code based E-wallet System using Android platform
by: Kayalvily, Tabianan, et al.
Published: (2019)
by: Kayalvily, Tabianan, et al.
Published: (2019)
Mobile-Based Digital Car Plate Number for Future Automotive Industry
by: Malathy, Batumalay, et al.
Published: (2019)
by: Malathy, Batumalay, et al.
Published: (2019)
ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)
by: Abdullah, Zubaile, et al.
Published: (2017)
Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic
Regression, and XGBoost
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)
Foot sensation status of Malay women with type 2 diabetes mellitus
by: Yong, Siew Ping, et al.
Published: (2012)
by: Yong, Siew Ping, et al.
Published: (2012)
Uncovering Relationship between Sleep Disorder and Lifestyle using Predictive Analytics
by: Ying, Sham Fang, et al.
Published: (2022)
by: Ying, Sham Fang, et al.
Published: (2022)
Effect of Diet on Type 2 Diabetes Mellitus: A Review
by: Sami, Waqas, et al.
Published: (2017)
by: Sami, Waqas, et al.
Published: (2017)
Large Dataset Classification Using Parallel Processing Concept
by: Aljanabi, Mohammad, et al.
Published: (2020)
by: Aljanabi, Mohammad, et al.
Published: (2020)
Prevalence of diabetes mellitus among Unimas students and its contributing risk factors
by: Shahnur, Begum
Published: (2010)
by: Shahnur, Begum
Published: (2010)
A computational system approach to develop student's based emotion system: An alternative feedback tool for lecturers to enhance teaching and learning
by: Dewi, Deshinta Arrova, et al.
Published: (2011)
by: Dewi, Deshinta Arrova, et al.
Published: (2011)
Dietary adherence and health beliefs among Malay clients
with diabetes mellitus type 2 in the diabetic centre, Hospital
Universiti Sains Malaysia (HUSM)
by: Anshari, Rahimah Mohd
Published: (2011)
by: Anshari, Rahimah Mohd
Published: (2011)
Iris Segmentation
by: Anis Farihan, Mat Raffei, et al.
Published: (2018)
by: Anis Farihan, Mat Raffei, et al.
Published: (2018)
A comparative analysis of metaheuristic algorithms in fuzzy modelling for phishing attack detection
by: Noor Syahirah, Nordin, et al.
Published: (2021)
by: Noor Syahirah, Nordin, et al.
Published: (2021)
Similar Items
-
Stacking with recursive feature elimination-isolation forest for classification of diabetes mellitus
by: Nur Farahaina, Idris, et al.
Published: (2024) -
Attribute related methods for improvement of ID3 Algorithm in classification of data: A review
by: Nur Farahaina, Idris, et al.
Published: (2020) -
Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition
by: Nur Farahaina, Idris, et al.
Published: (2021) -
A review of homogenous ensemble methods on the classification of breast cancer data
by: Nur Farahaina, Idris, et al.
Published: (2024) -
Android Application for Managing Urgent Convalescent Plasma Blood Request for Covid19 Treatment
by: Olid, Nasir, et al.
Published: (2022)