Publication

Refereed Journal Papers (SCI/E, SSCI)

• Hwang, J., Lee, K., Ei Zan, M., Jang, M., Shin, D*. (2023.4). "Improved Discriminative Object Localization Algorithm for Safety Management of Indoor Construction." Sensors. 23(8), Artical ID 3870. DOI: 10.3390/s23083870. (SCIE)

• Lee, K., Jeon, C., Shin, D*. (2023.3). "Small Tool Image Database and Object Detection Approach for Indoor Construction Site Safety." KSCE Journal of Civil Engineering. 27(3), 930-939. DOI: 10.1007/s12205-023-1011-2. (SCIE)

• Lee, K., Jeong, S., Sim, S., Shin, D*. (2022.2). "Damage-Detection Approach for Bridges with Multi-Vehicle Loads Using Convolutional Autoencoder." Sensors. 22(5), Article ID 1839. DOI: 10.3390/s22051839. (SCIE)

• Lee, K., Jeong, S., Sim, S., Shin, D*. (2021.7). "Field Experiment on a PSC-I Bridge for Convolutional Autoencoder-based Damage Detection." Structural Health Monitoring. 20(4), 1627-1643. DOI: 10.1177/1475921720926267. (SCIE) 

• Lee, K., Chung, M., Kim, S., Shin, D*. (2021.4). "Damage Detection of Catenary Mooring Line Based on Recurrent Neural Networks." Ocean Engineering. 227, Article ID 108898. DOI: 10.1016/j.oceaneng.2021.108898. (SCIE)

• Chung, M., Kim, S., Lee, K., Shin, D*. (2020.8). "Detection of Damaged Mooring Line Based on Deep Neural Networks." Ocean Engineering. 209, Article ID 107522. DOI: 10.1016/j.oceaneng.2020.107522. (SCIE)

• Lee, K., Choi, C., Shin, D., Kim, H. (2020.7). "Prediction of Heavy Rain Damage Using Deep Learning." Water. 12(7), Article ID 1942. DOI: 10.3390/w12071942. (SCIE)

• Lee, K., Byun, N., Shin, D*. (2020.1). "A Damage Localization Approach for Rahmen Bridge Based on Convolutional Neural Network." KSCE Journal of Civil Engineering. 24(1), 1-9. DOI:  10.1007/s12205-020-0707-9. (SCIE) 

• Jeong, S., Lee, Y., Shin, D.*, Sim, S.* (2019.10). "Automated Real-Time Assessment of Stay-Cable Serviceability Using Smart Sensors." Applied Sciences. 9(20), Article ID 4469. DOI: 10.3390/app9204469. (SCIE)

• Lee, K., Kim, H., and Shin, D.* (2019.06). "Forecasting Short-Term Housing Transaction Volumes Using Time-Series and Internet Search Queries." KSCE Journal of Civil Engineering. 23(6), 2409-2416. DOI: 10.1007/s12205-019-1926-9. (SCIE)

• Lee, K., Jeong, S., Sim, S., and Shin, D.* (2019.04). " A Novelty Detection Approach for Tendons of Prestressed Concrete Bridges Based on a Convolutional Autoencoder and Acceleration Data." Sensors. 19(7), Article ID 1633. DOI: 10.3390/s19071633. (SCIE)  

• Moon, T., and Shin, D.* (2018.08). “Forecasting Model of Construction Cost Index Based on VECM with Search Query.” KSCE Journal of Civil Engineering. 22(8), 2726-2734. DOI: 10.1007/s12205-017-0897-y. (SCIE)

• Han, S., Ko, Y., Kim, J., and Shin, D.* (2018.07). “Enhancement of Prediction Accuracy for Home Sales Index Prediction Model based on Integration of Multiple Regression Analysis and Genetic Algorithm.” KSCE Journal of Civil Engineering. 22(7), 2159-2166. DOI: 10.1007/s12205-017-1648-9. (SCIE)

• Moon, T., and Shin, D.* (2018.05). “Forecasting Construction Cost Index Using Interrupted Time-Series.” KSCE Journal of Civil Engineering, 22(5), 1626-1633. DOI: 10.1007/s12205-017-0452-x. (SCIE)

• Han, S., Ko, Y., Kim, S., and Shin, D.* (2017.01). “Home Sales Index Prediction Model based on Cluster and Principal Component Statistical Approaches in a Big Data Analytic Concept.” KSCE Journal of Civil Engineering, 21(1), 67-75. DOI: 10.1007/s12205-016-0574-6. (SCIE) 

• Kim, S., and Shin, D.* (2016.10). “Forecasting short-term air passenger demand using big data from search engine queries.” Automation in Construction, 70, 98-108. DOI: 10.1016/j.autcon.2016.06.009. (SCIE)

• Lee, S., Kalos, N., and Shin, D. (2014.06). “Non-Destructive Testing Methods in the U.S. for Bridge Inspection and Maintenance.” KSCE Journal of Civil Engineering, 18(5), 1322-1331. (SCIE)

• Park, W., Shin, D.*, Woo, S., and Lee, S. (2014.06). “Identification of Applications of Mobile Devices to Improve Airport BHS Maintenance.” KSCE Journal of Civil Engineering, 18(5), 1207-1212. (SCIE)

• Kim, S., Shin, D.*, Woo, S., and Lee, S. (2014.03). “Identification of IT application areas and potential solutions for perception enhancement to improve construction safety.” KSCE Journal of Civil Engineering, 18(2), 365-379. (SCIE)

• Shin, D.*, Park, J. Woo, S., and Jang, W. (2013.08). “Representations for imagining the scene of non-existing buildings in an existing environment.” Automation in Construction. 33, 86-94. (SCIE)

• Bae, S., Jang, W., Woo, S, and Shin, D. (2013.11). “Prediction of WSN Placement for Bridge Health Monitoring based on Materials Characteristics Automation in Construction.” Automation in Construction. 35, 18-27. (SCIE)

• Jin, Y., Lee, S., Woo, S., and Shin, D. (2013.03). “Approximate Cost Estimating Model of Eco-type Trade for River Facility Construction Using Case-Based Reasoning and Genetic Algorithm.” KSCE Journal of Civil Engineering, 17(2), 292-300. (SCIE)

• Kim, M., Lee, S. Woo, S., and Shin, D. (2012.03). “Approximate cost estimating model for river facility construction based on case-based reasoning with genetic algorithms.” KSCE Journal of Civil Engineering, 16(3), 283-292. (SCIE)

• Yoon, K., Shin, D., Kim, H., and Lee, S. (2011.05). “Knowledge-mapping model for construction project organizations.” Journal of Knowledge Management, 15(3), 528-548. (SSCI)

• Lee, J., Lee, S., Woo, S., and Shin, D. (2011.01). “Framework of the approximate cost estimating model for river dredging construction.” KSCE Journal of Civil Engineering, 15(1), 33-42. (SCIE)

• Shin, D*., and Dunston, P. S. (2010.03). “Technology Development Needs for Advancing Augmented Reality-Based Inspection.” Automation in Construction, 19(2), 169-182. (SCIE)

• Shin, D., and Jang, W. (2009.12). “Utilization of Ubiquitous Computing for Construction AR Technology.” Automation in Construction, 18(8), 1063-1069. (SCIE)

• Shin, D*., and Dunston, P. S. (2009.03). “Evaluation of Augmented Reality in Steel Column Inspection.” Automation in Construction, 18(2), 118-129. (SCIE)

• Shin, D*., and Dunston, P. S. (2008.10). “Identification of Application Areas for Augmented Reality in Industrial Construction Based on Technology Suitability.” Automation in Construction, 17(7), 882-894. (SCIE)

 *: 교신저자(Corresponding author)