# Year Title Authors Type Outlet DOI
32 2020 Improving Efficiency of Self-care Classification Using PCA and Decision Tree Algorithm Syafrudin, M., Alfian, G., Fitriyani, N.L., Sidiq, A.H., Tjahjanto, T., Rhee, J. C 2020 International Conference on Decision Aid Sciences and Application DOI
31 2020 Traceability system using IoT and forecasting model for food supply chain Alfian, G., Syafrudin, M., Fitriyani, N.L., Rhee, J., Ma'arif, M.R., Riadi, I. C 2020 International Conference on Decision Aid Sciences and Application DOI
30 2020 Prediction Model for Type 2 Diabetes using Stacked Ensemble Classifiers Fitriyani, N.L., Syafrudin, M., Alfian, G., Fatwanto, A., Qolbiyani, S.L., Rhee, J. C 2020 International Conference on Decision Aid Sciences and Application DOI
29 2020 Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features Alfian, G., Syafrudin, M., Anshari, M., Benes, F., Atmaji, F.T.D., Fahrurrozi, I., Hidayatullah, A.F., Rhee, J. A Biocybernetics and Biomedical Engineering DOI
28 2020 A self-care prediction model for children with disability based on genetic algorithm and extreme gradient boosting Syafrudin, M., Alfian, G., Fitriyani, N.L., Anshari, M., Hadibarata, T., Fatwanto, A., Rhee, J. A Mathematics DOI
27 2020 Deep neural network for predicting diabetic retinopathy from risk factors Alfian, G., Syafrudin, M., Fitriyani, N.L., Anshari, M., Stasa, P., Svub, J., Rhee, J. A Mathematics DOI
26 2020 In-store Customer Shopping Behavior Analysis by Utilizing RFID-enabled Shelf and Multilayer Perceptron Model Alfian, G., Syafrudin, M., Rhee, J., Stasa, P., Mulyanto, A., Fatwanto, A. C IOP Conference Series: Materials Science and Engineering DOI
25 2020 Blood Glucose Prediction Model for Type 1 Diabetes based on Extreme Gradient Boosting Alfian, G., Syafrudin, M., Rhee, J., Anshari, M., Mustakim, M., Fahrurrozi, I. C IOP Conference Series: Materials Science and Engineering DOI
24 2020 Improving efficiency of RFID-based traceability system for perishable food by utilizing IoT sensors and machine learning model Alfian, G., Syafrudin, M., Farooq, U., Ma'arif, M.R., Syaekhoni, M.A., Fitriyani, N.L., Lee, J., Rhee, J. A Food Control DOI
23 2020 HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System Fitriyani, N.L., Syafrudin, M., Alfian, G., Rhee, J. A IEEE Access DOI
22 2019 Detecting movement and direction of tags for RFID gate Alfian, G., Syafrudin, M., Lee, J., Rhee, J. C 2019 5th International Conference on Science and Technology DOI
21 2019 Customer behavior analysis using real-time data processing: A case study of digital signage-based online stores Alfian, G., Ijaz, M.F., Syafrudin, M., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J. A Asia Pacific Journal of Marketing and Logistics DOI
20 2019 Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension Fitriyani, N.L., Syafrudin, M., Alfian, G., Rhee, J. A IEEE Access DOI
19 2019 False positive RFID detection using classification models Alfian, G., Syafrudin, M., Yoon, B., Rhee, J. A Applied Sciences DOI
18 2018 An affordable fast early warning system for edge computing in assembly line Syafrudin, M., Fitriyani, N.L., Alfian, G., Rhee, J. A Applied Sciences DOI
17 2018 Application of bluetooth low energy-based real-time location system for indoor environments Syafrudin, M., Lee, K., Alfian, G., Lee, J., Rhee, J. C ACM International Conference Proceeding Series DOI
16 2018 Performance analysis of IoT-based sensor, big data processing, and machine learning model for real-time monitoring system in automotive manufacturing Syafrudin, M., Alfian, G., Fitriyani, N.L., Rhee, J. A Sensors DOI
15 2018 Hybrid Prediction Model for type 2 diabetes and hypertension using DBSCAN-based outlier detection, Synthetic Minority Over Sampling Technique (SMOTE), and random forest Ijaz, M.F., Alfian, G., Syafrudin, M., Rhee, J. A Applied Sciences DOI
14 2018 A personalized healthcare monitoring system for diabetic patients by utilizing BLE-based sensors and real-time data processing Alfian, G., Syafrudin, M., Ijaz, M.F., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J. A Sensors DOI
13 2018 An open source-based real-time data processing architecture framework for manufacturing sustainability Syafrudin, M., Fitriyani, N.L., Li, D., Alfian, G., Rhee, J., Kang, Y.-S. A Sustainability DOI
12 2017 Real-time monitoring system using smartphone-based sensors and NoSQL database for perishable supply chain Alfian, G., Syafrudin, M., Rhee, J. A Sustainability DOI
11 2017 Customer purchasing behavior analysis as alternatives for supporting in-store green marketing decision-making Syaekhoni, M.A., Alfian, G., Kwon, Y.S. A Sustainability DOI
10 2017 Integration of RFID, wireless sensor networks, and data mining in an e-pedigree food traceability system Alfian, G., Rhee, J., Ahn, H., Lee, J., Farooq, U., Ijaz, M.F., Syaekhoni, M.A. A Journal of Food Engineering DOI
9 2017 Performance analysis of a forecasting relocation model for one-way carsharing Alfian, G., Rhee, J., Ijaz, M.F., Syafrudin, M., Fitriyani, N.L. A Applied Sciences DOI
8 2017 Intelligent food distribution monitoring system Alfian, G., Ahn, H., Shin, Y., Lee, J., Rhee, J. C Lecture Notes in Electrical Engineering DOI
7 2017 Application of RFID and computer vision for the inventory management system Alfian, G., Lee, J., Ahn, H., Rhee, J. C Lecture Notes in Electrical Engineering DOI
6 2016 EPedigree traceability system for the agricultural food supply chain to ensure consumer health Farooq, U., Tao, W., Alfian, G., Kang, Y.-S., Rhee, J. A Sustainability DOI
5 2016 Efficient digital signage-based online store layout: An experimental study Ijaz, M.F., Tao, W., Rhee, J., Kang, Y.-S., Alfian, G. A Sustainability DOI
4 2015 Performance comparison of reservation based and instant access one-way car sharing service through discrete event simulation Alfian, G., Rhee, J., Kang, Y.-S., Yoon, B. A Sustainability DOI
3 2014 A simulation tool for prioritizing product-service system (PSS) models in a carsharing service Alfian, G., Rhee, J., Yoon, B. A Computers and Industrial Engineering DOI
2 2014 A relocation simulation model for one-way carsharing service Alfian, G., Rhee, J., Yoon, B. C Proceedings of the IEEE International Conference on Industrial Technology DOI
1 2014 Application of simulation method and regression analysis to optimize car operations in carsharing services: A case study in South Korea Rhee, J., Alfian, G., Yoon, B. A Journal of Public Transportation DOI