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 | 355 | 2018 |
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 | 262 | 2020 |
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, 2018 | 225 | 2018 |
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 | 209 | 2020 |
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, 2018 | 201 | 2018 |
Integration of RFID, wireless sensor networks, and data mining in an e-pedigree food traceability system G Alfian, J Rhee, H Ahn, J Lee, U Farooq, MF Ijaz, MA Syaekhoni Journal of food engineering 212, 65-75, 2017 | 173 | 2017 |
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 | 147 | 2019 |
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 | 71 | 2017 |
A simulation tool for prioritizing product-service system (PSS) models in a carsharing service G Alfian, J Rhee, B Yoon Computers & Industrial Engineering 70, 59-73, 2014 | 65 | 2014 |
Predicting breast cancer from risk factors using SVM and extra-trees-based feature selection method G Alfian, M Syafrudin, I Fahrurrozi, NL Fitriyani, FTD Atmaji, T Widodo, ... Computers 11 (9), 136, 2022 | 61 | 2022 |
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 31 (1), 265-290, 2019 | 59 | 2019 |
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 | 55 | 2017 |
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 | 54 | 2020 |
ePedigree traceability system for the agricultural food supply chain to ensure consumer health U Farooq, W Tao, G Alfian, YS Kang, J Rhee Sustainability 8 (9), 839, 2016 | 53 | 2016 |
Customer purchasing behavior analysis as alternatives for supporting in-store green marketing decision-making MA Syaekhoni, G Alfian, YS Kwon Sustainability 9 (11), 2008, 2017 | 51 | 2017 |
An affordable fast early warning system for edge computing in assembly line M Syafrudin, NL Fitriyani, G Alfian, J Rhee Applied Sciences 9 (1), 84, 2018 | 49 | 2018 |
False Positive RFID Detection Using Classification Models G Alfian, M Syafrudin, B Yoon, J Rhee Applied Sciences 9 (6), 2019 | 44 | 2019 |
Performance comparison of reservation based and instant access one-way car sharing service through discrete event simulation G Alfian, J Rhee, YS Kang, B Yoon Sustainability 7 (9), 12465-12489, 2015 | 44 | 2015 |
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 | 38 | 2020 |
Efficient digital signage-based online store layout: An experimental study MF Ijaz, W Tao, J Rhee, YS Kang, G Alfian Sustainability 8 (6), 511, 2016 | 36 | 2016 |