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Muhammad Syafrudin
Muhammad Syafrudin
Department of Artificial Intelligence, Sejong University
Verified email at sejong.ac.kr - Homepage
Title
Cited by
Cited by
Year
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
1952018
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
1322018
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
1142018
Pesticides in drinking water—a review
M Syafrudin, RA Kristanti, A Yuniarto, T Hadibarata, J Rhee, WA Al-Onazi, ...
International Journal of Environmental Research and Public Health 18 (2), 468, 2021
942021
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
842020
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
702020
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
592019
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
472017
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
382017
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
372019
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
322019
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
272016
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
222017
False positive RFID detection using classification models
G Alfian, M Syafrudin, B Yoon, J Rhee
Applied Sciences 9 (6), 1154, 2019
202019
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, ...
172020
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
162020
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
152020
Characterization of microplastics in the water and sediment of Baram River estuary, Borneo Island
WS Choong, T Hadibarata, A Yuniarto, KHD Tang, F Abdullah, ...
Marine pollution bulletin 172, 112880, 2021
122021
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
82018
Traceability system using IoT and forecasting model for food supply chain
G Alfian, M Syafrudin, NL Fitriyani, J Rhee, MR Ma'arif, I Riadi
2020 international conference on decision aid sciences and application (DASA …, 2020
72020
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