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International Journal Papers
8. Web-based agricultural infrastructure digital twin system integrated with GIS and BIM concepts
Authors: J. Cho, C. Kim, K. Lim, J. Kim, B. Ji, and J. Yeon*
Journal: Computers and Electronics in Agriculture, 2023
DOI : https://doi.org/10.1016/j.compag.2023.108441
7. A Bayesian Deep Learning Approach for Rheological Properties Prediction of Asphalt Binders considering Uncertainty of Output
Authors: B. Ji, S. Sushmit, I. Na, and H. Kim*
Journal: Construction and Building Materials, 2023
DOI : https://doi.org/10.1016/j.conbuildmat.2023.133671
6. Robust imputation method with context-aware voting ensemble model for management of water-quality data
Authors: J. Choi, K. Lim, and B. Ji*
Journal: Water Research, 2023
DOI : https://doi.org/10.1016/j.watres.2023.120369
5. A non-conformance rate prediction method supported by machine learning and ontology in reducing underproduction cost and overproduction cost
Authors: B. Ji, F. Ameri, and H. Cho*
Journal: International Journal of Production Research, 2021
DOI : https://doi.org/10.1080/00207543.2021.1933237
4. Deep regression prediction of rheological properties of sis-modified asphalt binders
Authors: B. Ji, S. Lee, M. Mazumder, M. Lee* and H. Kim*
Journal: Materials, 2020
DOI : https://doi.org/10.3390/ma13245738
3. Multi-Criteria Decision-Making-Based Critical Component Identification and Prioritization for Predictive Maintenance
Authors: B. Ji, S. Bang, H. Park, K. Jung , and H. Cho*
Journal: Industrial Engineering & Management Systems , 2019
DOI : https://doi.org/10.7232/iems.2019.18.3.305
2. Feasibility Research on Development of Product-Independent Assembly Complexity Model A Case Study of a Refrigerator
Authors: B. Ji, H. Park, K. Jung , and H. Cho*
Journal: Industrial Engineering & Management Systems, 2018
DOI : https://doi.org/10.7232/iems.2018.17.2.177
1. Heuristic-Based Algorithm for Production Planning Considering Allocation Rate Conformance to Prevent Unstable Production Chain
Authors: T. Kim, B. Ji, and H. Cho*
Journal: Industrial Engineering & Management Systems, Vol. 14, Issue 3, p.413-419, 2015
International Conference Papers
8. Machine Learning-Based Slope Failure Prediction Model Considering the Uncertainty of Prediction
Authors: J. Choi, Y. Cho, Y. Kim, Y. Kim, and B. Ji
Presentation: Maintenance and Rehabilitation of Constructed Infrastructure Facilities , Honolulu, Aug, 18, 2023
7. Hybrid Approach Using Ontology-Supported Case-Based Reasoning and Machine Learning for Defect Rate Prediction
Authors: B. Ji, F. Ameri, J. Choi and H. Cho
Presentation: International Conference on Advances in Production Management Systems, Austin, Spetember 3, 2019
6. A Component Selection Method for Prioritized Predictive Maintenance
Authors: B. Ji, H. Park, K. Jung, S. Bang, M. Lee, J Kim, and H. Cho
Conference: Advances in Production Management Systems, Hamburgs, September 4, 2017
5. Conceptual Development Process of Mass-customizable Data Analytics Services for Manufacturing SMEs
Authors: H. Park, B. Ji, M. Lee, J. Choi, J. Lee, S. Bang and H. Cho
Conference: Advances in Production Management Systems, Hamburgs , September 6, 2017
4. Feasibility research on development of product-independent assembly complexity model 1
Author: B. Ji, K. Jung, H. Park, M. Lee, S. Bang, H. Park, S. Koh, and H. Cho
Conference: 26th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2016), 27-30 June 2017
3. Data Mining Framework for Identifying Crime Patterns using Unsupervised Learning: Focusing on Assault and Theft
Authors: S. Bang, M. Lee, B. Ji, J. Kim, H. Park and H. Cho
Conference: The 17th Asia Pacific Industrial Engineering and Management Systems Conference, Taiwan, December 7-10, 2016
2. Real-time Crime Prediction Method using Criminal Records
Authors: S. Bang, T. Kim, B. Ji, Y. Lim and H. Cho
Conference: The 11th Asia Pacific International Conference on Information Science and Technology, Japan, June 26-29, 2016
1. A taxonomy of failure rate indicies based on literature review
Authors : S. Koh, K. Jung, B. Ji, and H. Cho
Conference: The 15th Asia Pacific Industrial Engineering and Management Systems, Jeju, Korea, October 15, 2014
Domestic Journal Paper
4. A Study on Crack Detection in Asphalt Road Pavement using Small Deep Learning
Author: B. Ji
Journal: Journal of the Korean Geo-Environmental Society, Korea, 2021
DOI: https://doi.org/10.14481/jkges.2021.22.10.13
3. Machine Learning-based Concrete Crack Detection Framework for Facility Maintenance
Author: B. Ji
Journal: Journal of the Korean Geo-Environmental Society, Korea, 2021
DOI : https://doi.org/10.14481/jkges.2021.22.10.5
2. Crack Detection on Bridge Deck using Generative Adversarial Networks and Deep Learning
Author: B. Ji
Journal: Journal of Korean Recycled Construction Resource Institute, Korea, 2021
DOI : https://doi.org/10.14190/JRCR.2021.9.3.303
1. EfficientNet with Transfer Learning for Rheology Properties Prediction on Asphalt Binder
Author: B. Ji
Journal: Journal of Korean Recycled Construction Resource Institute, Korea, 2021
Domestic Conference Papers
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