2018 Kerala Flood Damage: Survey, Identification, and Damage Prediction Models Using Machine Learning

Author:

Anisha A.1,Malavika K.2,Erfana K.2,Dheeraj Kanram2,Subahan Abdul2,Shinsha Raj A. K.2,Mangalathu Sujith3ORCID,Davis Robin4ORCID

Affiliation:

1. Ph.D. Scholar, National Institute of Technology Calicut, Calicut, Kerala 673601, India.

2. Formerly, National Institute of Technology Calicut, Calicut, Kerala 673601, India.

3. Research Data Scientist, Institute of Mangalathu, Mylamkulam, Puthoor P O, Kollam, Kerala 691507, India. ORCID: .

4. Associate Professor, National Institute of Technology Calicut, Calicut, Kerala 673601, India (corresponding author). ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Reference38 articles.

1. Determination of Urban Flood Damages

2. Awais, M., L. Palmerini, and L. Chiari. 2016. “Physical activity classification using body-worn inertial sensors in a multi-sensor setup.” In Proc., 2nd Int. Forum on Research and Technologies for Society and Industry Leveraging a Better Tomorrow. Bologna, Italy: University of Bologna.

3. XGBoost

4. Multi-variate analyses of flood loss in Can Tho city, Mekong delta;Chinh D. T.;Water (Switzerland),2016

5. Predicting dam failure risk for sustainable flood retention basins: A generic case study for the wider Greater Manchester area

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