Predicting Cooperative Relationships between Engineering Companies in World Bank's ODA Projects |
Yu, Youngsu
(Department of Civil Engineering, Seoul National University of Science and Technology)
Koo, Bonsang (Department of Civil Engineering, Seoul National University of Science and Technology) Lee, Kwanhoon (Department of Computer Science and Engineering, Korea University) Han, Seungheon (Department of Civil and Environmental Engineering, Yonsei University) |
1 | Altman, D.G., and Bland, J.M. (1994). "Diagnostic tests. 1: Sensitivity and specificity." BMJ: British Medical Journal, 308(6943), p. 1552. DOI |
2 | Bastian M., Heymann S., and Jacomy M. (2009). Gephi: an open source software for exploring and manipulating networks. International AAAI Conference on Weblogs and Social Media. |
3 | Chawla, N.V., Bowyer, K.W., Hall, L.O., and Kegelmeyer, W.P. (2002). "SMOTE: synthetic minority over-sampling technique." Journal of artificial intelligence research, 16, pp. 321-357. DOI |
4 | Frederickson, H.G., and LaPorte, T.R. (2002). Airport security, high reliability, and the problem of rationality. Public Administration Review, 62, pp. 33-43. DOI |
5 | KENCA (2019). Engineering Insight. Korea Engineering & Consulting Association. pp. 1-23. |
6 | Kim, T.Y. (2017). Python Deep Learning Keras with Block. Digital Books, pp. 10-340. |
7 | Klinkman, M.S., Coyne, J.C., Gallo, S., and Schwenk, T.L. (1998). "False positives, false negatives, and the validity of the diagnosis of major depression in primary care." Archives of Family Medicine, 7(5), pp. 451-461. DOI |
8 | KNA (2018). WB Bid Guidelines, Korea Energy Agency, pp. 3-25. |
9 | Koo, B.S., Shin, B.J., Yu, Y.S., and Jung, J.W. (2017). "Formulating International Entry Strategies for World Bank Consulting Projects Through Country-level Competitive Analysis: A Vietnam Case Study." Korean Journal of Construction Engineering and Management, KICEM, 18(4), pp. 57-66. DOI |
10 | Lee, J.S., Lee, J.H., Han, S.H., and Kang, S.Y. (2018). "Partnering Strategy for Bidding Success in World Bank's Vietnam Consulting Project." Journal of The Korean Society of Civil Engineers, 38(6), pp. 1021-1028. DOI |
11 | Liu, L., Han, C., and Xu, W. (2015). "Evolutionary analysis of the collaboration networks within National Quality Award Projects of China." International Journal of Project Management, 33(3), pp. 599-609. DOI |
12 | Yap, B.W., Rani, K.A., Rahman, H.A.A., Fong, S., Khairudin, Z., and Abdullah, N.N. (2014). "An application of oversampling, undersampling, bagging and boosting in handling imbalanced datasets." In Proceedings of the first international conference on advanced data and information engineering (DaEng-2013), pp. 13-22. Springer, Singapore. |
13 | Chen, T., and Guestrin, C. (2016). "Xgboost: A scalable tree boosting system." In Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining, pp. 785-794. |
14 | Fessler, J.A., and Sutton, B.P. (2003). "Nonuniform fast Fourier transforms using min-max interpolation." IEEE transactions on signal processing, 51(2), pp. 560-574. DOI |
15 | Mori, J., Kajikawa, Y., Kashima, H., and Sakata, I. (2012). "Machine learning approach for finding business partners and building reciprocal relationships." Expert Systems with Applications, 39(12), pp. 10402-10407. DOI |
16 | Seo. H.B. (2017). A Deep Learning based Approach to Prediction of Technological Convergence, Seoul National Univ. of Science & Technology Master's Thesis, pp. 1-50. |
17 | Seo. H.B., and Lee. H.Y. (2018). "Predicting the Technological Convergence between Manufacturing and Service based on SVM-based Link Prediction." Journal of the Korean Institute of Industrial Engineers, 44(2), pp. 141-152. DOI |
18 | Wang, P., Xu, B., Wu, Y., and Zhou, X. (2015). "Link prediction in social networks: the state-of-the-art." Science China Information Sciences, 58(1), pp. 1-38. |
19 | World Bank (2018). IBRD/IDA/IFC/MIGA Guidance Country Engagement. World Bank, pp. 3-46. |
20 | Zheng, X., Le, Y., Chan, A.P., Hu, Y., and Li, Y. (2016). "Review of the application of social network analysis (SNA) in construction project management research." International Journal of project management, 34(7), pp. 1214-1225. DOI |