Muhammad Syafrudin
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Performance analysis of IoT-based sensor, big data processing, and machine learning model for real-time monitoring system in automotive manufacturing
M Syafrudin, G Alfian, NL Fitriyani, J Rhee
Sensors 18 (9), 2946, 2018
A personalized healthcare monitoring system for diabetic patients by utilizing BLE-based sensors and real-time data processing
G Alfian, M Syafrudin, MF Ijaz, MA Syaekhoni, NL Fitriyani, J Rhee
Sensors 18 (7), 2183, 2018
Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest
MF Ijaz, G Alfian, M Syafrudin, J Rhee
Applied Sciences 8 (8), 1325, 2018
An open source-based real-time data processing architecture framework for manufacturing sustainability
M Syafrudin, NL Fitriyani, D Li, G Alfian, J Rhee, YS Kang
Sustainability 9 (11), 2139, 2017
Real-time monitoring system using smartphone-based sensors and nosql database for perishable supply chain
G Alfian, M Syafrudin, J Rhee
Sustainability 9 (11), 2073, 2017
Improving Efficiency of RFID-based Traceability System for Perishable Food by Utilizing IoT Sensors and Machine Learning Model
G Alfian, M Syafrudin, U Farooq, MR Ma’arif, MA Syaekhoni, NL Fitriyani, ...
Food Control 110, 107016, 2020
Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension
NL Fitriyani, M Syafrudin, G Alfian, J Rhee
IEEE Access 7, 144777-144789, 2019
Real-time eye state detection system using haar cascade classifier and circular hough transform
NL Fitriyani, CK Yang, M Syafrudin
2016 IEEE 5th Global Conference on Consumer Electronics, 1-3, 2016
Customer behavior analysis using real-time data processing: A case study of digital signage-based online stores
G Alfian, MF Ijaz, M Syafrudin, MA Syaekhoni, NL Fitriyani, J Rhee
Asia Pacific Journal of Marketing and Logistics, 2019
An Affordable Fast Early Warning System for Edge Computing in Assembly Line
M Syafrudin, N Fitriyani, G Alfian, J Rhee
Applied Sciences 9 (1), 84, 2019
Performance analysis of a forecasting relocation model for one-way carsharing
G Alfian, J Rhee, MF Ijaz, M Syafrudin, NL Fitriyani
Applied Sciences 7 (6), 598, 2017
False positive RFID detection using classification models
G Alfian, M Syafrudin, B Yoon, J Rhee
Applied Sciences 9 (6), 1154, 2019
HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System
NL Fitriyani, M Syafrudin, G Alfian, J Rhee
IEEE Access 8, 133034-133050, 2020
Removal of Procion Red MX- 5B from aqueous solution by adsorption on Parkia speciosa (stink bean) peel powder
FI Anuar, T Hadibarata, M Syafrudin, Z Fona
Biointerface Research in Applied Chemistry 10, 2020
Application of bluetooth low energy-based real-time location system for indoor environments
M Syafrudin, K Lee, G Alfian, J Lee, J Rhee
Proceedings of the 2018 2nd International Conference on Big Data and …, 2018
Blood Glucose Prediction Model for Type 1 Diabetes based on Extreme Gradient Boosting
G Alfian, M Syafrudin, J Rhee, M Anshari, M Mustakim, I Fahrurrozi, ...
Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors
G Alfian, M Syafrudin, NL Fitriyani, M Anshari, P Stasa, J Svub, J Rhee
Mathematics 8 (9), 1620, 2020
Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features
G Alfian, M Syafrudin, M Anshari, F Benes, FTD Atmaji, I Fahrurrozi, ...
Biocybernetics and Biomedical Engineering 40 (4), 1586-1599, 2020
A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting
M Syafrudin, G Alfian, NL Fitriyani, M Anshari, T Hadibarata, A Fatwanto, ...
Mathematics 8 (9), 1590, 2020
Real time monitoring system based on IoT sensor data for assembly line process in the automotive factory
M Syafrudin, K Lee, NL Fitriyani, G Alfian, J Rhee
한국생산제조학회 학술발표대회 논문집, 200-200, 2017
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