Model development and validation for intelligent data collection for lateral spread displacements

Journal of Computing in Civil Engineering

Volumn 24, Issue 6, 2010, Pages 467-477

  Oommen, Thomas ^a,b   Baise, Laurie G ^a  

^a Tufts University   (United States)

^b MICHIGAN TECHNOLOGICAL UNIVERSITY   (United States)

Author keywords

Geotechnical earthquake engineering; K fold cross validation; Lateral spreading; Machine learning; Support vector machine

Indexed keywords

COMMONLY USED; CROSS VALIDATION; DATA COLLECTION; DATA SETS; EARTHQUAKE ENGINEERING; GEOTECHNICAL; INTELLIGENT DATA; LATERAL DISPLACEMENTS; LATERAL SPREAD DISPLACEMENTS; LATERAL SPREADING; MACHINE LEARNING TECHNIQUES; MACHINE-LEARNING; MODEL DEVELOPMENT; MODEL VALIDATION; MULTI-LINEAR REGRESSION; PREDICTIVE CAPABILITIES; RIGOROUS VALIDATION; SUPPORT VECTOR; SUPPORT VECTOR REGRESSIONS;

CIVIL ENGINEERING; EARTHQUAKES; ENGINEERING EDUCATION; ENGINEERING GEOLOGY; GEOTECHNICAL ENGINEERING; MODELS; SUPPORT VECTOR MACHINES; VECTORS;

DATA ACQUISITION;

EID: 77958145874     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)CP.1943-5487.0000050     Document Type: Article

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