참고문헌 (22)

1. Biswas, S., Faysal, T. I., Promiti, A. Siddiqui, Hossain, M. S.,？Bazlul, L., Sarwar, A. M., Shaiban, S. Md., and Rahman, R. M.？(2020), "Analysis of Soil and Various Geo-Technical Properties？Using Data Mining Techniques", 2020 IEEE 10th International？Conference on Intelligent Systems, pp.288-293. 

2. Dean, J., Corrado, G., Monga, R., Chen, K., Devin, M., Mao, M.,？Ranzato, M.A., Senior, A., Tucker, P., Yang, K., and Ng., A.？(2012), "Large Scale Distributed Deep Networks", Advances in？neural information processing systems, 25. 

3. Glorot, X. and Yoshua, B. (2010), "Understanding the Difficulty？of Training Deep Feedforward Neural Networks", Proceedings of？the thirteenth international conference on artificial intelligence and？statistics, pp.249-256. 

4. Gulcehre, C. and Bengio, Y. (2016), "Knowledge Matters: Importance？of Prior Information for Optimization", The Journal of Machine？Learning Research, Vol.17, No.1, pp.226-257. 

5. Jou, I. C., You, S. S., and Chang, L. W. (1994), "Analysis of？Hidden Nodes for Multi-layer Perceptron Neural Networks", Pattern？Recognition, Vol.27, No.6, pp.859-864. 

6. Kim, H. S., Kim, H. K., Shin, S. Y., and Chung, C. K. (2011),？"Application of Statistical Geo-Spatial Information Technology to？Soil Stratification", Journal of Journal of the Korean Geotechnical？Society, Vol.27, No.7, pp.59-68. 

7. Kim, H. S., Kim, H. K., Shin, S. Y., and Chung, C. K. (2012),？"Application of Statistical Geo-Spatial Information Technology to？Soil Stratification in the Seoul Metropolitan Area", Georisk:？Assessment and Management of Risk for Engineered Systems and？Geohazards, Vol.6, No.4, pp.221-228. 

   상세보기

8. Kim, H. S., Chung, C. K., and Kim, H. K. (2016), "Geo-spatial？Data Integration for Subsurface Stratification of Dam Site with？Outlier Analyses", Environmental Earth Sciences, Vol.75, No.2,？pp.1-10. 

   상세보기

9. Kim, J. J., Kim, H. S., and Chung, C. K. (2014), "Determination？of Optimum Outlier for Borehole Data in Offshore Dredging Area？using Cross Validation", KSCE 2014 CONVENTION 2014 CIVIL？EXPO & CONFERENCE, pp.569-570. 

10. Kim, J., Park, N. S., Yun, S., Chae, S. H., and Yoon, S. (2018),？"Application of Isolation Forest Technique for Outlier Detection？in Water Quality Data", Journal of Korean Society of Environmental？Engineers, Vol.40, No.12, pp.473-480. 

    상세보기

11. Knorr, E. M. and Ng, R. T. (1999), "Finding Intensional Knowledge？of Distance-based Outliers", Proceedings of the 25th International？Conference on Very Large Data Bases, 99, pp.211-222. 

12. Lee, B. Y., Hwang, B. S., and Cho, W. J. (2017a), "Reliability？Evaluation Methodology of Boring Investigation DB for the 3D？Integrated Underground Space Map", Journal of the Korean？Geotechnical Society, Vol.33, No.9, pp.35-47. 8. 

13. Lee, B. Y., Hwang, B. S., and Cho, W. J. (2017b), "Precision Analysis？of Geotechnical Information for the 3D Integrated Underground？Space Map", Journal of the Korean Geo-Environmental Society,？Vol.18, No.4, pp.5-8. 

    원문보기 상세보기

14. Lee, B. Y., Hwang, B. S., Kim, H.S., and Cho, W. J. (2018),？"Precision Improvement Methodology of Geotechnical Information？through Outlier Analysis", Journal of the Korean Geo-Environmental？Society, Vol.19, No.2, pp.23-35. 

15. Liu, J. and Zou, T. (2022), "Identifying the Outlier in Tunnel？Monitoring Data: An Integration Model", Computer Communications,？188, pp.145-155. 

    상세보기

16. Murino, V. (1998), "Structured Neural Networks for Pattern？Recognition", IEEE Transactions on Systems, Man, and Cybernetics,？Part B (Cybernetics), Vol.28, No.4, pp.553-561. 

    상세보기

17. National Disaster Management Research Institute (2021), "Development？of Quality Control System of Geo-information and Construction？of Liquefaction Hazard Map". 

18. Park, K.H., Han, J.T., and Yoon, Y.N. (2021a), "A Study on the？Automatic Digital DB of Boring Log Using AI", Journal of the？Korean Geotechnical Society, Vol.37, No.11, pp.119-129. 

19. Park, K.H., Han, J.T., and Kim, J.K. (2021b), "Automated Quality？Control Method for Geotechnical Information using Autoencoder",？Proceedings of 2021 Fall Korean Geotechnical Society Conference,？pp.261-262. 

20. Park, S. and Ha, J.H. (2021), "Development of Computational？Algorithms for Daily Water Leak Detection in District Metered？Areas Based on the Principal Component Analysis", Desalination？and Water Treatment 227, pp.93-103. 

    상세보기

21. Raiko, T., Valpola, H., and LeCun, Y. (2012), "Deep Learning？Made Easier by Linear Transformations in Perceptrons", Artificial？intelligence and statistics, pp.924-932 

22. Shao, C., Zheng, S., Gu, C., Hu, Y., and Qin, X. (2022), "A Novel？Outlier Detection Method for Monitoring Data in Dam Engineering",？Expert Systems with Applications, 193, 116476.？ 

    상세보기