Entwicklung und Evaluation einer Kalibrierungsmethode für 3D-Ultraschall. - Christoph Bergmeir; Mathias Seitel; Christian Frank; Raffaele De Simone; Hans-Peter Meinzer; Ivo Wolf (Bildverarbeitung für die Medizin, 2008)

Klassifikation von Standardebenen in der 2D-Echokardiographie mittels 2D-3D-Bildregistrierung. - Christoph Bergmeir; Navneeth Subramanian (Bildverarbeitung für die Medizin, 2009)

Comparing calibration approaches for 3D ultrasound probes. - Christoph Bergmeir; Mathias Seitel; Christian Frank; Raffaele De Simone; Hans-Peter Meinzer; Ivo Wolf (Int. J. Comput. Assist. Radiol. Surg., 2009)

Segmentation of cervical cell images using mean-shift filtering and morphological operators. - Christoph Bergmeir; Miguel García-Silvente; J. Esquivias López-Cuervo; José Manuel Benítez 001 (Image Processing, 2010)

Forecaster performance evaluation with cross-validation and variants. - Christoph Bergmeir; José Manuel Benítez 001 (ISDA, 2011)

Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution. - Christoph Bergmeir; Isaac Triguero; Francisco Velasco; José Manuel Benítez 001 (HAIS (1), 2012)

Segmentation of cervical cell nuclei in high-resolution microscopic images: A new algorithm and a web-based software framework. - Christoph Bergmeir; Miguel García-Silvente; José Manuel Benítez 001 (Comput. Methods Programs Biomed., 2012)

On the use of cross-validation for time series predictor evaluation. - Christoph Bergmeir; José Manuel Benítez 001 (Inf. Sci., 2012)

Time Series Modeling and Forecasting Using Memetic Algorithms for Regime-Switching Models. - Christoph Bergmeir; Isaac Triguero; Daniel Molina; José Luis Aznarte; José Manuel Benítez 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks. - Christoph Bergmeir; Gregorio Ismael Sainz Palmero; Carlos Martínez Bertrand; José Manuel Benítez 001 (IEA/AIE, 2013)

Learning from data using the R package "FRBS". - Lala Septem Riza; Christoph Bergmeir; Francisco Herrera; José Manuel Benítez 001 (FUZZ-IEEE, 2014)

On the usefulness of cross-validation for directional forecast evaluation. - Christoph Bergmeir; Mauro Costantini; José Manuel Benítez 001 (Comput. Stat. Data Anal., 2014)

Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets". - Lala Septem Riza; Andrzej Janusz; Christoph Bergmeir; Chris Cornelis; Francisco Herrera; Dominik Slezak; José Manuel Benítez 001 (Inf. Sci., 2014)

On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems. - Mabel González Castellanos; Christoph Bergmeir; Isaac Triguero; Yanet Rodríguez; José Manuel Benítez 001 (Inf. Sci., 2016)

Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series. - Kasun Bandara; Christoph Bergmeir; Slawek Smyl (CoRR, 2017)

A note on the validity of cross-validation for evaluating autoregressive time series prediction. - Christoph Bergmeir; Rob J. Hyndman; Bonsoo Koo (Comput. Stat. Data Anal., 2018)

Exploring the sources of uncertainty: Why does bagging for time series forecasting work? - Fotios Petropoulos; Rob J. Hyndman; Christoph Bergmeir (Eur. J. Oper. Res., 2018)

Multiobjective Optimization for Railway Maintenance Plans. - Daniel Peralta; Christoph Bergmeir; Martin Krone; Marta Galende; Manuel Menéndez; Gregorio Ismael Sainz Palmero; Carlos Martínez Bertrand; Frank Klawonn; José Manuel Benítez 001 (J. Comput. Civ. Eng., 2018)

Self-labeling techniques for semi-supervised time series classification: an empirical study. - Mabel González Castellanos; Christoph Bergmeir; Isaac Triguero; Yanet Rodríguez; José Manuel Benítez 001 (Knowl. Inf. Syst., 2018)

A Forecasting Methodology for Workload Forecasting in Cloud Systems. - Francisco J. Baldán; Sergio Ramírez-Gallego; Christoph Bergmeir; Francisco Herrera; José Manuel Benítez 001 (IEEE Trans. Cloud Comput., 2018)

Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology. - Kasun Bandara; Peibei Shi; Christoph Bergmeir; Hansika Hewamalage; Quoc Tran; Brian Seaman (ICONIP (3), 2019)

Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions. - Hansika Hewamalage; Christoph Bergmeir; Kasun Bandara (CoRR, 2019)

Machine learning applications in time series hierarchical forecasting. - Mahdi Abolghasemi; Rob J. Hyndman; Garth Tarr; Christoph Bergmeir (CoRR, 2019)

Self-organising Neural Network Hierarchy. - Satya Borgohain; Gideon Kowadlo; David Rawlinson 001; Christoph Bergmeir; Kok Loo; Harivallabha Rangarajan; Levin Kuhlmann (Australasian Conference on Artificial Intelligence, 2020)

Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand. - Kasun Bandara; Christoph Bergmeir; Sam Campbell; Deborah A. Scott; Dan I. Lubman (IJCNN, 2020)

Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. - Rakshitha Godahewa; Trevor Yann; Christoph Bergmeir; François Petitjean (IJCNN, 2020)

Monash University, UEA, UCR Time Series Regression Archive. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (CoRR, 2020)

Time Series Regression. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (CoRR, 2020)

Simulation and Optimisation of Air Conditioning Systems using Machine Learning. - Rakshitha Godahewa; Chang Deng; Arnaud Prouzeau; Christoph Bergmeir (CoRR, 2020)

A Strong Baseline for Weekly Time Series Forecasting. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb; Pablo Montero-Manso (CoRR, 2020)

Forecasting: theory and practice. - Fotios Petropoulos; Daniele Apiletti; Vassilios Assimakopoulos; Mohamed Zied Babai; Devon K. Barrow; Souhaib Ben Taieb; Christoph Bergmeir; Ricardo J. Bessa; Jakub Bijak; John E. Boylan; Jethro Browell; Claudio Carnevale; et al. (CoRR, 2020)

Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach. - Kasun Bandara; Christoph Bergmeir; Slawek Smyl (Expert Syst. Appl., 2020)

LoRMIkA: Local rule-based model interpretability with k-optimal associations. - Dilini Rajapaksha; Christoph Bergmeir; Wray L. Buntine (Inf. Sci., 2020)

CIF 2016 Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Tourism Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

M4 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Daily Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Melbourne Pedestrian Counts Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

London Smart Meters Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

London Smart Meters Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

KDD Cup Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Melbourne Pedestrian Counts Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Daily Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Other Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

CIF 2016 Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

M3 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Sunspot Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Sunspot Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Solar Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Solar Dataset (10 Minutes Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Electricity Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Electricity Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Traffic Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

NN5 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

NN5 Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

NN5 Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Tourism Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Tourism Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Tourism Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

CIF 2016 Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

London Smart Meters Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

London Smart Meters Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Electricity Demand (Elecdemand) Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Saugeen River Flow (SaugeenDay) Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Tourism Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

US Births Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

CIF 2016 Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Sunspot Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Sunspot Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Tourism Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

NN5 Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

NN5 Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

NN5 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Traffic Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Electricity Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Electricity Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Solar Dataset (10 Minutes Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Solar Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Sunspot Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

Sunspot Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb (Zenodo, 2020)

M1 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M1 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M3 Other Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

M4 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Sunspot Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Sunspot Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M1 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M3 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M3 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M3 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M3 Other Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Daily Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

London Smart Meters Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M4 Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Melbourne Pedestrian Counts Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

KDD Cup Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

KDD Cup Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

CIF 2016 Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

US Births Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Saugeen River Flow (SaugeenDay) Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Electricity Demand (Elecdemand) Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

London Smart Meters Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Kaggle Wikipedia Web Traffic Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Tourism Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Tourism Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Tourism Yearly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

NN5 Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

NN5 Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

NN5 Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Traffic Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Traffic Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Electricity Hourly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Electricity Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Solar Dataset (10 Minutes Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Solar Weekly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M1 Quarterly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

M1 Monthly Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Appliances Energy Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Monash, UEA & UCR Time Series Regression Datasets. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Australia Rainfall Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Beijing PM10 Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Beijing PM2.5 Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Benzene Concentration Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Heart Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Respiratory Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Blood Oxygen Saturation Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Covid-19 Death Rate Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 1. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 2. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Flood Modeling Dataset 3. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Household Active Power Consumption Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Household Reactive Power Consumption Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

IEEEPPG Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Live Fuel Moisture Content Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

News Headline Sentiment Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

News Title Sentiment Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

PPGDalia Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Heart Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Respiratory Rate Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

BIDMC Blood Oxygen Saturation Dataset (32 seconds window). - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Live Fuel Moisture Content Dataset. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Monash, UEA & UCR Time Series Regression Datasets. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Zenodo, 2020)

Car Parts Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Car Parts Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Hospital Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

COVID-19 Deaths Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb (Zenodo, 2020)

Wind Power Dataset (4 Seconds Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi (Zenodo, 2020)

Solar Power Dataset (4 Seconds Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi (Zenodo, 2020)

Wind Farms Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi (Zenodo, 2020)

Wind Farms Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi (Zenodo, 2020)

Wind Farms Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Wind Farms Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Solar Power Dataset (4 Seconds Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Wind Power Dataset (4 Seconds Observations). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Mahdi Abolghasemi; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

COVID-19 Deaths Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Hospital Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Car Parts Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

Car Parts Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2020)

FRED-MD Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb; Pablo Montero-Manso (Zenodo, 2020)

Weather Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Pablo Montero-Manso (Zenodo, 2020)

Dominick Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Pablo Montero-Manso (Zenodo, 2020)

Dominick Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Pablo Montero-Manso; Rob J. Hyndman (Zenodo, 2020)

Weather Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Pablo Montero-Manso; Rob J. Hyndman (Zenodo, 2020)

FRED-MD Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Pablo Montero-Manso; Rob J. Hyndman (Zenodo, 2020)

Dependency Learning Graph Neural Network for Multivariate Forecasting. - Arth Patel; Abishek Sriramulu; Christoph Bergmeir; Nicolas Fourrier (ICONIP (5), 2021)

Monash Time Series Forecasting Archive. - Rakshitha Godahewa; Christoph Bergmeir; Geoffrey I. Webb; Rob J. Hyndman; Pablo Montero-Manso (NeurIPS Datasets and Benchmarks, 2021)

Causal Inference Using Global Forecasting Models for Counterfactual Prediction. - Priscila Grecov; Kasun Bandara; Christoph Bergmeir; Klaus Ackermann; Sam Campbell; Deborah A. Scott; Dan I. Lubman (PAKDD (2), 2021)

MultiRocket: Effective summary statistics for convolutional outputs in time series classification. - Chang Wei Tan; Angus Dempster; Christoph Bergmeir; Geoffrey I. Webb (CoRR, 2021)

Versatile and Robust Transient Stability Assessment via Instance Transfer Learning. - Seyedali Meghdadi; Guido Tack; Ariel Liebman; Nicolas Langrené; Christoph Bergmeir (CoRR, 2021)

Environmental Sound Classification on the Edge: Deep Acoustic Networks for Extremely Resource-Constrained Devices. - Md Mohaimenuzzaman; Christoph Bergmeir; Ian Thomas West; Bernd Meyer 001 (CoRR, 2021)

A Look at the Evaluation Setup of the M5 Forecasting Competition. - Hansika Hewamalage; Pablo Montero-Manso; Christoph Bergmeir; Rob J. Hyndman (CoRR, 2021)

LoMEF: A Framework to Produce Local Explanations for Global Model Time Series Forecasts. - Dilini Rajapaksha; Christoph Bergmeir; Rob J. Hyndman (CoRR, 2021)

NeuralProphet: Explainable Forecasting at Scale. - Oskar Triebe; Hansika Hewamalage; Polina Pilyugina; Nikolay Laptev; Christoph Bergmeir; Ram Rajagopal (CoRR, 2021)

Time series extrinsic regression. - Chang Wei Tan; Christoph Bergmeir; François Petitjean; Geoffrey I. Webb (Data Min. Knowl. Discov., 2021)

Ensembles of localised models for time series forecasting. - Rakshitha Godahewa; Kasun Bandara; Geoffrey I. Webb; Slawek Smyl; Christoph Bergmeir (Knowl. Based Syst., 2021)

Improving the accuracy of global forecasting models using time series data augmentation. - Kasun Bandara; Hansika Hewamalage; Yuan-Hao Liu 004; Yanfei Kang; Christoph Bergmeir (Pattern Recognit., 2021)

LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series With Multiple Seasonal Patterns. - Kasun Bandara; Christoph Bergmeir; Hansika Hewamalage (IEEE Trans. Neural Networks Learn. Syst., 2021)

Australian Electricity Demand Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

COVID-19 Mobility Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

COVID-19 Mobility Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Bitcoin Dataset with Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Bitcoin Dataset without Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Rideshare Dataset with Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Rideshare Dataset without Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Vehicle Trips Dataset with Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Vehicle Trips Dataset without Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Temperature Rain Dataset with Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Temperature Rain Dataset without Missing Values. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

Oikolab Weather Dataset. - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2021)

LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data. - Dilini Rajapaksha; Christoph Bergmeir (AAAI, 2022)

RNN-BOF: A Multivariate Global Recurrent Neural Network for Binary Outcome Forecasting of Inpatient Aggression. - Aidan Quinn; Melanie Simmons; Benjamin Spivak; Christoph Bergmeir (IJCNN, 2022)

Smooth Perturbations for Time Series Adversarial Attacks. - Gautier Pialla; Hassan Ismail Fawaz; Maxime Devanne; Jonathan Weber; Lhassane Idoumghar; Pierre-Alain Muller; Christoph Bergmeir; Daniel F. Schmidt; Geoffrey I. Webb; Germain Forestier (PAKDD (1), 2022)

A Generative Deep Learning Framework Across Time Series to Optimize the Energy Consumption of Air Conditioning Systems. - Rakshitha Godahewa; Chang Deng; Arnaud Prouzeau; Christoph Bergmeir (IEEE Access, 2022)

Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-Devices. - Md Mohaimenuzzaman; Christoph Bergmeir; Bernd Meyer 001 (IEEE Access, 2022)

FRANS: Automatic Feature Extraction for Time Series Forecasting. - Alexey Chernikov; Chang Wei Tan; Pablo Montero-Manso; Christoph Bergmeir (CoRR, 2022)

Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand. - Ankitha Nandipura Prasanna; Priscila Grecov; Angela Dieyu Weng; Christoph Bergmeir (CoRR, 2022)

Dealing with missing data using attention and latent space regularization. - Jahan C. Penny-Dimri; Christoph Bergmeir; Julian Smith (CoRR, 2022)

Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy. - Christoph Bergmeir; Frits de Nijs; Abishek Sriramulu; Mahdi Abolghasemi; Richard Bean 001; John M. Betts; Quang Bui; Nam Trong Dinh; Nils Einecke; Rasul Esmaeilbeigi; Scott Ferraro; Priya Galketiya; et al. (CoRR, 2022)

MultiRocket: multiple pooling operators and transformations for fast and effective time series classification. - Chang Wei Tan; Angus Dempster; Christoph Bergmeir; Geoffrey I. Webb (Data Min. Knowl. Discov., 2022)

Model selection in reconciling hierarchical time series. - Mahdi Abolghasemi; Rob J. Hyndman; Evangelos Spiliotis; Christoph Bergmeir (Mach. Learn., 2022)

Global models for time series forecasting: A Simulation study. - Hansika Hewamalage; Christoph Bergmeir; Kasun Bandara (Pattern Recognit., 2022)

SQAPlanner: Generating Data-Informed Software Quality Improvement Plans. - Dilini Rajapaksha; Chakkrit Tantithamthavorn; Jirayus Jiarpakdee; Christoph Bergmeir; John Grundy 001; Wray L. Buntine (IEEE Trans. Software Eng., 2022)

Extended Wikipedia Web Traffic Daily Dataset (with Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2022)

Extended Wikipedia Web Traffic Daily Dataset (without Missing Values). - Rakshitha Godahewa; Christoph Bergmeir; Geoff Webb; Rob J. Hyndman; Pablo Montero-Manso (Zenodo, 2022)

Handling Concept Drift in Global Time Series Forecasting. - Ziyi Liu; Rakshitha Godahewa; Kasun Bandara; Christoph Bergmeir (CoRR, 2023)

Local and Global Trend Bayesian Exponential Smoothing Models. - Slawek Smyl; Christoph Bergmeir; Alexander Dokumentov; Erwin Wibowo; Daniel F. Schmidt (CoRR, 2023)

On Forecast Stability. - Rakshitha Godahewa; Christoph Bergmeir; Zeynep Erkin Baz; Chengjun Zhu; Zhangdi Song; Salvador García 001; Dario Benavides (CoRR, 2023)

Scalable Probabilistic Forecasting in Retail with Gradient Boosted Trees: A Practitioner's Approach. - Xueying Long; Quang Bui; Grady Oktavian; Daniel F. Schmidt; Christoph Bergmeir; Rakshitha Godahewa; Seong Per Lee; Kaifeng Zhao 005; Paul Condylis (CoRR, 2023)

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. - Direnc Pekaslan; Jose Maria Alonso-Moral; Kasun Bandara; Christoph Bergmeir; Juan Bernabé-Moreno; Robert Eigenmann; Nils Einecke; Selvi Ergen; Rakshitha Godahewa; Hansika Hewamalage; Jesus Lago; Steffen Limmer; et al. (CoRR, 2023)

Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices. - Md Mohaimenuzzaman; Christoph Bergmeir; Ian Thomas West; Bernd Meyer 001 (Pattern Recognit., 2023)

Forecast evaluation for data scientists: common pitfalls and best practices. - Hansika Hewamalage; Klaus Ackermann; Christoph Bergmeir (Data Min. Knowl. Discov., 2023)

Adaptive dependency learning graph neural networks. - Abishek Sriramulu; Nicolas Fourrier; Christoph Bergmeir (Inf. Sci., 2023)

SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting. - Rakshitha Godahewa; Geoffrey I. Webb; Daniel F. Schmidt; Christoph Bergmeir (Mach. Learn., 2023)

Residential Power and Battery Data. - Christoph Bergmeir; Quang Bui; Frits de Nijs; Peter J. Stuckey (Zenodo, 2023)

Scalable Transformer for High Dimensional Multivariate Time Series Forecasting. - Xin Zhou 023; Weiqing Wang 001; Wray L. Buntine; Shilin Qu; Abishek Sriramulu; Weicong Tan; Christoph Bergmeir (CIKM, 2024)

Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting. - Abishek Sriramulu; Christoph Bergmeir; Slawek Smyl (CoRR, 2024)

Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model. - Xueying Long; Daniel F. Schmidt; Christoph Bergmeir; Slawek Smyl (CoRR, 2024)

Predict. Optimize. Revise. On Forecast and Policy Stability in Energy Management Systems. - Evgenii Genov; Julian Ruddick; Christoph Bergmeir; Majid Vafaeipour; Thierry Coosemans; Salvador García 001; Maarten Messagie (CoRR, 2024)

Creating a Cooperative AI Policymaking Platform through Open Source Collaboration. - Aiden Lewington; Alekhya Vittalam; Anshumaan Singh; Anuja Uppuluri; Arjun Ashok; Ashrith Mandayam Athmaram; Austin Milt; Benjamin Smith; Charlie Weinberger; Chatanya Sarin; Christoph Bergmeir; Cliff Chang; et al. (CoRR, 2024)

Deep Active Audio Feature Learning in Resource-Constrained Environments. - Md Mohaimenuzzaman; Christoph Bergmeir; Bernd Meyer 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models. - Priscila Grecov; Ankitha Nandipura Prasanna; Klaus Ackermann; Sam Campbell; Deborah A. Scott; Dan I. Lubman; Christoph Bergmeir (IEEE Trans. Neural Networks Learn. Syst., 2024)

Predict+Optimize Problem in Renewable Energy Scheduling. - Christoph Bergmeir; Frits de Nijs; Evgenii Genov; Abishek Sriramulu; Mahdi Abolghasemi; Richard Bean 001; John M. Betts; Quang Bui; Nam Trong Dinh; Nils Einecke; Rasul Esmaeilbeigi; Scott Ferraro; et al. (IEEE Access, 2025)

DeepHGNN: Study of graph neural network based forecasting methods for hierarchically related multivariate time series. - Abishek Sriramulu; Nicolas Fourrier; Christoph Bergmeir (Expert Syst. Appl., 2025)

Unveiling the Potential of Text in High-Dimensional Time Series Forecasting. - Xin Zhou 023; Weiqing Wang 001; Shilin Qu; Zhiqiang Zhang; Christoph Bergmeir (CoRR, 2025)

Time series adversarial attacks: an investigation of smooth perturbations and defense approaches. - Gautier Pialla; Hassan Ismail Fawaz; Maxime Devanne; Jonathan Weber; Lhassane Idoumghar; Pierre-Alain Muller; Christoph Bergmeir; Daniel F. Schmidt; Geoffrey I. Webb; Germain Forestier (Int. J. Data Sci. Anal., 2025)

MoTime: A Dataset Suite for Multimodal Time Series Forecasting. - Xin Zhou 023; Weiqing Wang 001; Francisco J. Baldán; Wray L. Buntine; Christoph Bergmeir (CoRR, 2025)

Fast Gibbs sampling for the local-seasonal-global trend Bayesian exponential smoothing model. - Xueying Long; Daniel F. Schmidt; Christoph Bergmeir; Slawek Smyl (Stat. Comput., 2025)

Extending Load Forecasting from Zonal Aggregates to Individual Nodes for Transmission System Operators. - Oskar Triebe; Fletcher Passow; Simon Wittner; Leonie Wagner; Julio Arend; Tao Sun; Chad Zanocco; Marek Miltner; Arezou Ghesmati; Chen-Hao Tsai; Christoph Bergmeir; Ram Rajagopal (CoRR, 2025)

Context-driven cold-start Web traffic forecasting. - Xin Zhou 023; Weiqing Wang 001; Wray L. Buntine; Christoph Bergmeir (World Wide Web (WWW), 2025)

Balancing forecast accuracy and switching costs in online optimization of energy management systems. - Evgenii Genov; Julian Ruddick; Christoph Bergmeir; Majid Vafaeipour; Thierry Coosemans; Salvador García 001; Maarten Messagie (Expert Syst. Appl., 2026)