Muhammad Syafrudin
TitleCited byYear
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
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
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
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
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
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
False positive RFID detection using classification models
G Alfian, M Syafrudin, B Yoon, J Rhee
Applied Sciences 9 (6), 1154, 2019
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
Customer behavior analysis using real-time data processing
G Alfian, MF Ijaz, M Syafrudin, MA Syaekhoni, NL Fitriyani, J Rhee
Asia Pacific Journal of Marketing and Logistics, 2019
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
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
A Low Cost IoT-based Traceability System for Perishable Food Supply Chain
G Alfian, MF Ijaz, M Syafrudin, L Jaeho, J Rhee
2018 World Congress on Information Technology Applications and Services, 2018
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
Development of Real-time Prediction System Based on Random Forest Algorithm in Smart Factory
M Syafrudin, K Lee, NL Fitriyani, G Alfian, J Rhee
Korea Business Intelligence Data Mining Society, 2017
Development of Distributed Processing System for Real-time Sensor Data: Injection Molding Process
YS Kang, M Syafrudin, NL Fitriyani, J Won, YH Lee, J Rhee
한국정밀공학회 학술발표대회 논문집, 574-574, 2017
A Quality Prediction as a Service for Manufacturing Small and Medium-sized Enterprises (SMEs)
M Syafrudin, YH Lee
International Symposium on Green Manufacturing and Applications (ISGMA) 2016 …, 2016
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