Classification of buildings' potential for seismic damage using a machine learning model with auto hyperparameter tuning

Author:

Kostinakis Konstantinos,Morfidis Konstantinos,Demertzis Konstantinos,Iliadis Lazaros

Publisher

Elsevier BV

Subject

Civil and Structural Engineering

Reference86 articles.

1. FEMA P-154. Rapid visual screening of buildings for potential seismic hazards: a handbook (3rd Edition), Homeland Security Department, Federal Emergency Management Agency: Washington, DC, USA; 2015.

2. Prestandard and commentary for the seismic rehabilitation of buildings;Fema-356.,2000

3. Manual for screening of buildings for seismic investigation, Institute for Research in Construction;Nrc-cnrc.,1993

4. First Stage Rapid Visual Screening - Greek Rapid Visual Investigation Methodology (TOE) 5th edition, Earthquake Planning and Protection Organization of Greece (E.P.P.O.), 2020. Available at: https://www.oasp.gr/node/74.

5. Design of structures for earthquake resistance - part 3: Assessment and retrofitting of buildings;En1998-3.;European Committee for Standardization,2005

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