Muhammad Syafrudin

发表

J. Rhee, A. Yuniarto, T. Hadibarata, 2021, International journal of environmental research and public health.

Prediction Model for Type 2 Diabetes using Stacked Ensemble Classifiers

Norma Latif Fitriyani, J. Rhee, Ganjar Alfian, 2020, 2020 International Conference on Decision Aid Sciences and Application (DASA).

Fourth Industrial Revolution between Knowledge Management and Digital Humanities

Norma Latif Fitriyani, Muhammad Syafrudin, Muhammad Anshari, 2022, Inf..

Ethanolic Extract of Dracaena Angustifolia Roxb. as Active Cutaneous Anti Anaphylactic on Male White Mice

Muhammad Syafrudin, Y. Aldi, Elisma Elisma, 2015 .

A Personalized Blood Glucose Prediction Model Using Random Forest Regression

Norma Latif Fitriyani, J. Rhee, Ganjar Alfian, 2022, 2022 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS).

Chronic Disease Prediction Model Using Integration of DBSCAN, SMOTE-ENN, and Random Forest

Norma Latif Fitriyani, J. Rhee, Chuan-Kai Yang, 2022, 2022 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS).

Artificial Neural Network Training Using Structural Learning with Forgetting for Parameter Analysis of Injection Molding Quality Prediction

Muhammad Syafrudin, Muhammad Rifqi Maarif, R. F. Listyanda, 2022, Inf..

Microbiological Contaminants in Drinking Water: Current Status and Challenges

S. Abdullah, T. Hadibarata, Muhammad Syafrudin, 2022, Water, Air, & Soil Pollution.

Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest

Jongtae Rhee, Muhammad Fazal Ijaz, Ganjar Alfian, 2018, Applied Sciences.

Improving efficiency of RFID-based traceability system for perishable food by utilizing IoT sensors and machine learning model

Jaeho Lee, Jongtae Rhee, Muhammad Rifqi Ma'arif, 2020 .

Biosorption of Synthetic Dye by Macrofungi

Rubiyatno, Muhammad Syafrudin, R. A. Kristanti, 2022, Industrial and Domestic Waste Management.

Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension

Ganjar Alfian, Muhammad Syafrudin, Norma Latif Fitriyani, 2019, IEEE Access.

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing

Jongtae Rhee, Muhammad Fazal Ijaz, Ganjar Alfian, 2018, Sensors.

Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method

Norma Latif Fitriyani, J. Rhee, Ganjar Alfian, 2022, Comput..

Drought Analysis Based on Standardized Precipitation Evapotranspiration Index and Standardized Precipitation Index in Sarawak, Malaysia

Norma Latif Fitriyani, T. Hadibarata, Noor Fifinatasha Shahedan, 2022, Sustainability.

HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System

Ganjar Alfian, Muhammad Syafrudin, Norma Latif Fitriyani, 2020, IEEE Access.

An Affordable Fast Early Warning System for Edge Computing in Assembly Line

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2018, Applied Sciences.

Retinal Nerve Fiber Layer Analysis Using Deep Learning to Improve Glaucoma Detection in Eye Disease Assessment

Eka Legya Frannita, Norma Latif Fitriyani, Alifia Revan Prananda, 2022, Applied Sciences.

Performance Analysis and Assessment of Type 2 Diabetes Screening Scores in Patients with Non-Alcoholic Fatty Liver Disease

Norma Latif Fitriyani, J. Rhee, S. M. Ulyah, 2023, Mathematics.

A Comprehensive Analysis of Chinese, Japanese, Korean, US-PIMA Indian, and Trinidadian Screening Scores for Diabetes Risk Assessment and Prediction

Norma Latif Fitriyani, S. M. Ulyah, Ganjar Alfian, 2022, Mathematics.

Characterization of microplastics in the water and sediment of Baram River estuary, Borneo Island.

K. Tang, A. Yuniarto, T. Hadibarata, 2021, Marine pollution bulletin.

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2018, Sensors.

ENGA: Elastic Net-Based Genetic Algorithm for Human Action Recognition

M. Raza, Jamal Hussain Shah, Muhammad Syafrudin, 2023, Expert Systems with Applications.

Real-Time Monitoring System Using Smartphone-Based Sensors and NoSQL Database for Perishable Supply Chain

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2017 .

Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors

Ganjar Alfian, Muhammad Syafrudin, Muhammad Anshari, 2020 .

A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting

Agung Fatwanto, Tony Hadibarata, Ganjar Alfian, 2020, Mathematics.

An Open Source-Based Real-Time Data Processing Architecture Framework for Manufacturing Sustainability

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2017 .

Real-time eye state detection system using haar cascade classifier and circular hough transform

Chuan-Kai Yang, Muhammad Syafrudin, Norma Latif Fitriyani, 2016, 2016 IEEE 5th Global Conference on Consumer Electronics.

Ethical Responsibility and Sustainability (ERS) Development in a Metaverse Business Model

Norma Latif Fitriyani, A. Razzaq, Muhammad Syafrudin, 2022, Sustainability.

Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI)

Norma Latif Fitriyani, Muhammad Syafrudin, A. R. Saleh, 2023, Inf..

Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags

Norma Latif Fitriyani, Ganjar Alfian, Muhammad Syafrudin, 2023, Future Internet.

False Positive RFID Detection Using Classification Models

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2019, Applied Sciences.

CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm

Norma Latif Fitriyani, Wen-jie Zhao, Muhammad Syafrudin, 2023, IEEE Access.

Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features

Ahmad Fathan Hidayatullah, Fransiskus Tatas Dwi Atmaji, Ganjar Alfian, 2020, Biocybernetics and Biomedical Engineering.

Blood Glucose Prediction Model for Type 1 Diabetes based on Extreme Gradient Boosting

Ganjar Alfian, Muhammad Syafrudin, Muhammad Anshari, 2020, IOP Conference Series: Materials Science and Engineering.

Customer behavior analysis using real-time data processing

Jongtae Rhee, Muhammad Fazal Ijaz, Ganjar Alfian, 2019, Asia Pacific Journal of Marketing and Logistics.

Performance Analysis of a Forecasting Relocation Model for One-Way Carsharing

Jongtae Rhee, Muhammad Fazal Ijaz, Ganjar Alfian, 2017 .

Identifying Factors to Develop and Validate Social Vulnerability to Floods in Malaysia: A Systematic Review Study

Norma Latif Fitriyani, T. Hadibarata, Noor Fifinatasha Shahedan, 2023, Sustainability.

Performance Analysis of Classification and Detection for PV Panel Motion Blur Images Based on Deblurring and Deep Learning Techniques

Norma Latif Fitriyani, F. Márquez, Muhammad Syafrudin, 2023, Sustainability.

Improving Efficiency of Self-care Classification Using PCA and Decision Tree Algorithm

Norma Latif Fitriyani, J. Rhee, Ganjar Alfian, 2020, 2020 International Conference on Decision Aid Sciences and Application (DASA).