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

Publications

Show all

2020

1.

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

2.

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, 36 (2), pp. 314-339, 2020.

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

2019

3.

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