Comparison of Data-Driven Site Characterization Methods through Benchmarking: Methodological and Application Aspects

Author:

Shuku Takayuki1ORCID,Phoon Kok Kwang2ORCID

Affiliation:

1. Associate Professor, Graduate School of Environmental and Life Science, Okayama Univ., 3-1-1 Tsushima-naka, Kita-ku, Okayama 7008530, Japan (corresponding author). ORCID: .

2. Professor, Singapore Univ. of Technology and Design, 8 Somapah Rd., Singapore 487372. ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Subject

Safety, Risk, Reliability and Quality,Building and Construction,Civil and Structural Engineering

Reference51 articles.

1. Bertrand Q. M. Massias A. Gramfort and J. Salmon. 2019. “Handling correlated and repeated measurements with the smoothed multivariate square-root lasso.” In Proc. 33rd Conf. on Neural Information Processing Systems (NeurIPS 2019). Red Hook NY: Curran Associates.

2. Bishop, C. M. 2006. Pattern recognition and machine learning. New York: Springer.

3. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

4. Scale of Fluctuation for Spatially Varying Soils: Estimation Methods and Values

5. An analytical method for estimating horizontal transition probability matrix of coupled Markov chain for simulating geological uncertainty

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