Jörg Simon Wicker Senior Lecturer | School of Computer Science | The University of Auckland
Senior Lecturer | School of Computer Science | The University of Auckland

Publications

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2022

1.

Roeslin, Samuel; Ma, Quincy; Chigullapally, Pavan; Wicker, Jörg; Wotherspoon, Liam

Development of a Seismic Loss Prediction Model for Residential Buildings using Machine Learning – Christchurch, New Zealand Journal Article Forthcoming

In: Natural Hazards and Earth System Sciences, Forthcoming, (in review).

Abstract | Links | BibTeX | Altmetric | Tags: computational sustainability, earthquakes, machine learning

2020

2.

Roeslin, Samuel; Ma, Quincy; and Pavan Chigullapally,; Wicker, Jörg; Wotherspoon, Liam

Feature Engineering for a Seismic Loss Prediction Model using Machine Learning, Christchurch Experience Inproceedings

In: 17th World Conference on Earthquake Engineering, 2020.

Abstract | Links | BibTeX | Tags: computational sustainability, data mining, earthquakes, machine learning

3.

Roeslin, Samuel; Ma, Quincy; Juárez-Garcia, Hugon; Gómez-Bernal, Alonso; Wicker, Jörg; Wotherspoon, Liam

A machine learning damage prediction model for the 2017 Puebla-Morelos, Mexico, earthquake Journal Article

In: Earthquake Spectra, vol. 36, no. 2, pp. 314-339, 2020.

Abstract | Links | BibTeX | Altmetric | Tags: computational sustainability, data mining, earthquakes, machine learning

2019

4.

Roeslin, Samuel; Ma, Quincy; Wicker, Jörg; Wotherspoon, Liam

Data integration for the development of a seismic loss prediction model for residential buildings in New Zealand Inproceedings

In: Cellier, Peggy; Driessens, Kurt (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 88-100, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-43887-6.

Abstract | Links | BibTeX | Altmetric | Tags: computational sustainability, earthquakes