Personal profile


Christoph Bergmeir received the M.Sc. degree in Computer Science from the University of Ulm, Germany, in 2008, and the Ph.D. degree from the University of Granada, Spain, in 2013. He is currently working at the Faculty of Information Technology as a Research Fellow in Applied Machine Learning.

Monash teaching commitment

Dr Christoph Bergmeir has experience as the Lecturer of the following units in the Faculty of IT:

  • FIT5145 Introduction to data science


  • Machine Learning
  • Time series forecasting
  • R programming

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Projects 2017 2020

Research Output 2009 2018

Exploring the sources of uncertainty: Why does bagging for time series forecasting work?

Petropoulos, F., Hyndman, R. J. & Bergmeir, C. 2018 In : European Journal of Operational Research. 268, 2 , p. 545-554 10 p.

Research output: Contribution to journalArticle

Multiobjective Optimization for Railway Maintenance Plans

Peralta, D., Bergmeir, C., Krone, M., Galende, M., Menéndez, M., Sainz-Palmero, G. I., Martinez Bertrand, C., Klawonn, F. & Benitez, J. M. 1 May 2018 In : Journal of Computing in Civil Engineering. 32, 3, p. 1-11 11 p., 04018014

Research output: Contribution to journalArticle

Self-labeling techniques for semi-supervised time series classification: an empirical study

González, M., Bergmeir, C., Triguero, I., Rodríguez, Y. & Benítez, J. M. May 2018 In : Knowledge and Information Systems. 55, 2, p. 493-528 36 p.

Research output: Contribution to journalArticle

Designing a more efficient, effective and safe Medical Emergency Team (MET) service using data analysis

Bergmeir, C., Bilgrami, I., Bain, C., Webb, G. I., Orosz, J. & Pilcher, D. 1 Dec 2017 In : PLoS ONE. 12, 12, 13 p., e0188688

Research output: Contribution to journalArticle

Open Access