Muhammad Syafrudin

发表

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.

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

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

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

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

In-store Customer Shopping Behavior Analysis by Utilizing RFID-enabled Shelf and Multilayer Perceptron Model

Agung Fatwanto, Jongtae Rhee, Agus Mulyanto, 2020 .

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

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

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.

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.

Detecting Movement and Direction of Tags for RFID Gate

Ganjar Alfian, Muhammad Syafrudin, Jaeho Lee, 2019, 2019 5th International Conference on Science and Technology (ICST).

Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments

Jaeho Lee, Jongtae Rhee, Ganjar Alfian, 2018, BDIOT 2018.

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.

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

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2017 .

PENGEMBANGAN SISTEM INFORMASI ALUMNI DENGAN PENDEKATAN METODE AGILE DI UIN SUNAN KALIJAGA

Muhammad Syafrudin, 2013 .

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.

Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors

Ganjar Alfian, Muhammad Syafrudin, Muhammad Anshari, 2020 .

False Positive RFID Detection Using Classification Models

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

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

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2017 .

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

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

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.

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 .

Utilizing IoT-based sensors and prediction model for health-care monitoring system

Jongtae Rhee, Ganjar Alfian, Muhammad Syafrudin, 2021 .

Customer behavior analysis using real-time data processing

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