최소 단어 이상 선택하여야 합니다.
최대 10 단어까지만 선택 가능합니다.
다음과 같은 기능을 한번의 로그인으로 사용 할 수 있습니다.
NTIS 바로가기韓國地盤工學會論文集 = Journal of the Korean geotechnical society, v.38 no.11, 2022년, pp.87 - 95
박가현 (한국건설기술연구원 지반연구본부) , 김종관 (한국건설기술연구원 지반연구본부) , 이석형 (한국건설기술연구원 지반연구본부) , 김민기 (메타로고스 주식회사) , 이경륜 (메타로고스 주식회사) , 한진태 (한국건설기술연구원 지반연구본부)
The geotechnical information constructed in the National Geotechnical Information DB System has been extensively used in design, construction, underground safety management, and disaster assessment. However, it is necessary to refine the geotechnical information because it has nearly 300,000 establi...
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Liu, J. and Zou, T. (2022), "Identifying the Outlier in Tunnel?Monitoring Data: An Integration Model", Computer Communications,?188, pp.145-155.
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.
National Disaster Management Research Institute (2021), "Development?of Quality Control System of Geo-information and Construction?of Liquefaction Hazard Map".
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.
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.
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.
Raiko, T., Valpola, H., and LeCun, Y. (2012), "Deep Learning?Made Easier by Linear Transformations in Perceptrons", Artificial?intelligence and statistics, pp.924-932
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.?
*원문 PDF 파일 및 링크정보가 존재하지 않을 경우 KISTI DDS 시스템에서 제공하는 원문복사서비스를 사용할 수 있습니다.
오픈액세스 학술지에 출판된 논문
※ AI-Helper는 부적절한 답변을 할 수 있습니다.