Muhammad Syafrudin

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

Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani et al. · Sensors · 2018 · 372 citations · Full text

Engineering, Industrial Engineering, Industrial Iot +18

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

Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian et al. · IEEE Access · 2020 · 354 citations · Full text

Heart Failure, Heart Disease, Disease Classification +26

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

Ganjar Alfian, Muhammad Syafrudin, Muhammad Fazal Ijaz et al. · Sensors · 2018 · 242 citations · Full text

Healthcare Monitoring Systems, Medical Monitoring, Engineering +20

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

Ganjar Alfian, Muhammad Syafrudin, Umar Farooq et al. · Food Control · 2019 · 232 citations

Iot Data Analytics, Food Traceability, Engineering +14

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

Muhammad Fazal Ijaz, Ganjar Alfian, Muhammad Syafrudin et al. · Applied Sciences · 2018 · 197 citations · Full text

Hypertension, Engineering, Machine Learning +23