Concepedia

Christoph Bergmeir

CB

59

Publications

6.3K

Citations

29

H-Index

2008

Active since

Affiliations

Monash University(Current)

Universidad de Granada

Ghent University

The Alfred Hospital

The University of Melbourne

Christoph Bergmeir is an author at Monash University specializing in engineering, data science, and predictive analytics.

Top concepts

EngineeringData SciencePredictive AnalyticsForecastingMachine LearningStatisticsData MiningComputer ScienceBusinessPattern Recognition

Publications per year

2008–2025

59

Publications

59

Recurrent Neural Networks for Time Series Forecasting: Current status and future directions

Hansika Hewamalage, Christoph Bergmeir, Kasun Bandara · International Journal of Forecasting · 2020 · 1.2K citations · Full text

Intelligent Forecasting, Forecasting Methodology, Engineering +10

On the use of cross-validation for time series predictor evaluation

Christoph Bergmeir, José M. Benítez · Information Sciences · 2012 · 996 citations

Forecasting Methodology, Engineering, Backtesting +7

A note on the validity of cross-validation for evaluating autoregressive time series prediction

Christoph Bergmeir, Rob J. Hyndman, Bonsoo Koo · Computational Statistics & Data Analysis · 2017 · 551 citations

Forecasting Methodology, Engineering, Backtesting +10

Actigraph GT3X: Validation and Determination of Physical Activity Intensity Cut Points

Alejandro Santos‐Lozano, Fernanda Santín-Medeiros, Greet Cardon et al. · International Journal of Sports Medicine · 2013 · 365 citations · Full text

Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation

Christoph Bergmeir, Rob J. Hyndman, José M. Benítez · International Journal of Forecasting · 2016 · 312 citations

Numerical Analysis, Engineering, Data Science +2

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