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Publications

The output of our research and projects has been presented and published in many outlets, including local and international conferences as well as reputable peer-reviewed journals.

Links: [WebofScience] - [Scopus] - [GoogleScholar]

Note: J = journal, C = conference, B = book/chapter, and * = corresponding author.

2022​

  • Alfian, G., Syafrudin, M.*, Fahrurrozi, I., Fitriyani, N.L., Atmaji, F.T.D., Widodo, T., Bahiyah, N., Benes, F., Rhee, J. Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method. Computers 2022, 11, 136, doi:10.3390/computers11090136. [Link]
  • Anshari, M., Syafrudin, M.*, Fitriyani, N.L. Fourth Industrial Revolution between Knowledge Management and Digital Humanities. Information 2022, 13, 292, doi:10.3390/info13060292. [Link]

2021​

  • [B1] Alfian, G., Syafrudin, M.*, Fitriyani, N.L., Syaekhoni, M.A., Rhee, J. Utilizing IoT-Based Sensors and Prediction Model for Health-Care Monitoring System. In Artificial Intelligence and Big Data Analytics for Smart Healthcare; Elsevier, 2021; pp. 63–80 ISBN 978-0-12-822060-3. [Link]

2020​

  • [J16] Alfian, G., Syafrudin, M.*, Anshari, M., Benes, F., Atmaji, F.T.D., Fahrurrozi, I., Hidayatullah, A.F., Rhee, J. Blood glucose prediction model for type 1 diabetes based on artificial neural network with time-domain features. Biocybernetics and Biomedical Engineering 2020, 40, 1586–1599. [Link] (SCIE, IF Top 45.402% (40/87) in ENGINEERING, BIOMEDICAL, based on JCR 2019)
  • [J15] Alfian, G., Syafrudin, M.*, Fitriyani, N.L., Anshari, M., Stasa, P., Svub, J., Rhee, J. Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors. Mathematics 2020, 8, 1620. [Link] (SCIE, IF Top 8.488% (28/324) in MATHEMATICS, based on JCR 2019)
  • [J14] Syafrudin, M., Alfian, G., Fitriyani, N.L., Anshari, M., Hadibarata, T., Fatwanto, A., Rhee, J. A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting. Mathematics 2020, 8, 1590. [Link] (SCIE, IF Top 8.488% (28/324) in MATHEMATICS, based on JCR 2019)
  • [J13] Fitriyani, N.L., Syafrudin, M.*, Alfian, G., Rhee, J. HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System. IEEE Access 2020, 8, pp. 1-17. [Link] (SCIE, IF Top 22.115% (35/156) in COMPUTER SCIENCE, INFORMATION SYSTEMS, based on JCR 2019)
  • [J12] Alfian, G., Syafrudin, M., Farooq, U., Ma’arif, M.R., Syaekhoni, M.A., Fitriyani, N.L., Jaeho, L., Rhee, J. Improving Efficiency of RFID-based Traceability System for Perishable Food by Utilizing IoT Sensors and Machine Learning Model. Food Control 2020, 110, 107016. [Link] (SCIE, IF Top 7.778% (11/135) in FOOD SCIENCE & TECHNOLOGY, based on JCR 2018)
  • [J11] Anuar, F.I., Hadibarata, T., Syafrudin, M., Fona, Z. Removal of Procion Red MX- 5B from aqueous solution by adsorption on Parkia speciosa (stink bean) peel powder. Biointerface Res Appl Chem 2020, 10, 4774–4779, [Link]
  • [C10] Alfian, G., Syafrudin, M., Rhee, J., Anshari, M., Mustakim, M., Fahrurrozi, I. Blood Glucose Prediction Model for Type 1 Diabetes based on Extreme Gradient Boosting. IOP Conference Series: Materials Science and Engineering 2020, 803, 012012. [Link]
  • [C9] Alfian, G., Syafrudin, M., Rhee, J., Stasa, P., Mulyanto, A., Fatwanto, A. In-store Customer Shopping Behavior Analysis by Utilizing RFID-enabled Shelf and Multilayer Perceptron Model. IOP Conference Series: Materials Science and Engineering 2020, 803, 012022. [Link]

2019​

  • [J10] Fitriyani, N.L., Syafrudin, M.*, Alfian, G., Rhee, J. Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension. IEEE Access 2019, 7, pp. 144777-144789. [Link] (SCIE, IF Top 14.516% (23/155) in COMPUTER SCIENCE, INFORMATION SYSTEMS, based on JCR 2018)
  • [J9] Alfian, G., Syafrudin, M., Yoon, B., Rhee, J. False Positive RFID Detection Using Classification Models. Appl. Sci. 2019, 9, 1154. [Link] (SCIE, IF Top 44.932% (67/148) in PHYSICS, APPLIED, based on JCR 2018)
  • [J8] Syafrudin, M.*, Fitriyani, N.L., Alfian, G., Rhee, J. An Affordable Fast Early Warning System for Edge Computing in Assembly Line. Appl. Sci. 2019, 9, 84. [Link] (SCIE, IF Top 44.932% (67/148) in PHYSICS, APPLIED, based on JCR 2018)
  • [J7] Alfian, G., Ijaz, M.F., Syafrudin, M., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J. Customer Behavior Analysis using Real-time Data Processing: A Case Study of Digital Signage-based Online Stores. Asia Pacific Journal of Marketing and Logistics 2019, 31, 265–290. [Link] (SSCI, IF Top 79.252% (117/147) in BUSINESS, based on JCR 2018)
  • [C8] Alfian, G., Syafrudin, M., Jaeho, L., Rhee, J. Detecting Movement and Direction of Tags for RFID Gate. 2019 5th International Conference on Science and Technology (ICST). July 30–31. Yogyakarta, Indonesia [Link]

2018​

  • [J6] Syafrudin, M., Alfian, G., Fitriyani, N.L., Rhee, J. Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing. Sensors 2018, 18, 2946. [Link] (SCIE, IF Top 23.770% (15/61) in INSTRUMENTS & INSTRUMENTATION, based on JCR 2018)
  • [J5] Ijaz, M.F., Alfian, G., Syafrudin, M., Rhee, J. Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE, and Random Forest. Appl. Sci. 2018, 8, 1325. [Link] (SCIE, IF Top 44.932% (67/148) in PHYSICS, APPLIED, based on JCR 2018)
  • [J4] Alfian, G., Syafrudin, M., Ijaz, M.F., Syaekhoni, M.A., Fitriyani, N.L., Rhee, J. A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing. Sensors 2018, 18, 2183. [Link] (SCIE, IF Top 25.410% (16/61) in INSTRUMENTS & INSTRUMENTATION, based on JCR 2017)
  • [C7] Syafrudin, M., Lee, K., Alfian, G., Jaeho, L., Rhee, J. Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments. 2018 2nd International Conference on Big Data and Internet of Things. October 24 - 26. Beijing, China: ACM Digital Library. [Link]
  • [C6] Alfian, G., Ijaz, M.F., Syafrudin, M., Jaeho, L., Rhee, J. A Low Cost IoT-based Traceability System for Perishable Food Supply Chain. The 2018 World Congress on Information Technology Applications and Services. February 20-22. Jeju, Korea: KIPS.

2017​

  • [J3] Syafrudin, M., Fitriyani, N.L., Li, D., Alfian, G., Rhee, J., Kang, Y.-S. An Open Source-Based Real-Time Data Processing Architecture Framework for Manufacturing Sustainability. Sustainability 2017, 9, 2139. [Link] (SSCI, IF Top 41.667% (3/6) in GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY, based on JCR 2017)
  • [J2] Alfian, G., Syafrudin, M., Rhee, J. Real-Time Monitoring System Using Smartphone-Based Sensors and NoSQL Database for Perishable Supply Chain. Sustainability 2017, 9, 2073. [Link] (SSCI, IF Top 41.667% (3/6) in GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY, based on JCR 2017)
  • [J1] Alfian, G., Rhee, J., Ijaz, M.F., Syafrudin, M., Fitriyani, N.L. Performance Analysis of a Forecasting Relocation Model for One-Way Carsharing. Appl. Sci. 2017, 7, 598. [Link] (SCIE, IF Top 50.338% (75/148) in PHYSICS, APPLIED, based on JCR 2016)
  • [C5] Syafrudin, M., Lee, K., Fitriyani, N.L., Alfian, G., Rhee, J. Real time monitoring system based on IoT sensor data for assembly line process in the automotive factory. Korean Society of Manufacturing Technology Engineers Annual Autumn Conference 2017. December 6-8. Jeju, Korea: KSMTE. [Link]
  • [C4] Syafrudin, M., Lee, K., Fitriyani, N.L., Alfian, G., Rhee, J. Development of Real-time Prediction System Based on Random Forest Algorithm in Smart Factory. Korea Business Intelligence Data Mining Society Fall Conference 2017. November 24-25. Busan, Korea: KDMS. [Link]
  • [C3] Kang, Y.-S, Syafrudin, M., Fitriyani, N.L., Won, J., Lee, Y.-H., Rhee, J. Development of Distributed Processing System for Real-time Sensor Data : Injection Molding Process. Proceedings of Korean Society for Precision Engineering 2017 Spring Conference. May 17-19. Jeju, Korea: KSPE, 574-574. [Link]

2016​

  • [C2] Fitriyani, N.L., Yang, C-K., Syafrudin, M. Real-time eye state detection system using haar cascade classifier and circular hough transform. 2016 IEEE 5th Global Conference on Consumer Electronics. October 11-14. Kyoto, Japan: IEEE. [Link]
  • [C1] Syafrudin, M., Lee, Y.-H. A Quality Prediction as a Service for Manufacturing Small and Medium-sized Enterprises (SMEs). International Symposium on Green Manufacturing and Applications 2016. June 21-25. Bali, Indonesia: KSPE and ISGMA. [Link]

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