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, +1

Sensors

EngineeringIndustrial EngineeringIndustrial IotIot SystemReal-time Analytics +16

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

Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, +1

IEEE Access

Heart FailureHeart DiseaseDisease ClassificationHeart Disease PredictionComputational Medicine +24

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, +3

Sensors

Healthcare Monitoring SystemsMedical MonitoringEngineeringWearable TechnologyDiabetic Patients +18

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

Ganjar Alfian, Muhammad Syafrudin, Umar Farooq, +5

Food Control

Iot Data AnalyticsFood TraceabilityEngineeringData ScienceMachine Learning Model +12

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, +1

Applied Sciences

HypertensionEngineeringMachine LearningOptimization-based Data MiningClassification Method +21

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

Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, +1

IEEE Access

Ensemble Learning ApproachEngineeringMachine LearningDisease ClassificationData Science +20

Integration of RFID, wireless sensor networks, and data mining in an e-pedigree food traceability system

Ganjar Alfian, Jongtae Rhee, Hyejung Ahn, +4

Journal of Food Engineering

NutritionFood ForensicsFood TraceabilityEngineeringFood Authentication +11

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

Ganjar Alfian, Muhammad Syafrudin, Imam Fahrurrozi, +6

Computers

Breast OncologyEngineeringMachine LearningDiagnosisFeature Selection +16

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

Ganjar Alfian, Muhammad Syafrudin, Jongtae Rhee

Sustainability

Real-time MonitoringSmart SensorEngineeringSmart CityWearable Technology +20

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

Ganjar Alfian, Muhammad Syafrudin, Muhammad Anshari, +5

Journal of Applied Biomedicine

Type 1Diabetes ManagementInsulin ManagementPredictive AnalyticsDiabetes +6