Rob J. Hyndman - Publications, H-index & Citations

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Rob J. Hyndman

Monash University

76H-index

575Paper Count

4.2WCitation Count

Published Papers 79

Publication Date

Optimal forecast reconciliation with time series selection

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2024-12-01

PREAI

Wang, Xiaoqian; Hyndman, Rob J.; Wickramasuriya, Shanika L.

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Cross-temporal probabilistic forecast reconciliation: Methodological and practical issues

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-07-01

OAAI

Girolimetto, Daniele; Athanasopoulos, George; Di Fonzo, Tommaso; Hyndman, Rob J.

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Innovations in hierarchical forecasting

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-04-01

PREAI

Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, Nikolas; Panagiotelis, Anastasios

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Forecast reconciliation: A review

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-04-01

OAAI

Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, Nikolaos; Panagiotelis, Anastasios

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Hierarchical Time Series Forecasting in Emergency Medical Services

JOURNAL OF SERVICE RESEARCH

IF8.6

2024-02-15

OAAI

Rostami-Tabar, Bahman; Hyndman, Rob J.

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Obituary: Everette S Gardner Jr

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-01-01

PREAI

Fildes, Robert; Hyndman, Rob J.

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Forecast combinations: An over 50-year review

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-10-01

OAAI

Wang, Xiaoqian; Hyndman, Rob J.; Li, Feng; Kang, Yanfei

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Distributed ARIMA models for ultra-long time series

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-07-01

OAAI

Wang, Xiaoqian; Kang, Yanfei; Hyndman, Rob J.; Li, Feng

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Lee-Carter models: The wider context

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-07-01

PREAI

Hyndman, Rob J.

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LoMEF: A framework to produce local explanations for global model time series forecasts

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-07-01

OAAI

Rajapaksha, Dilini; Bergmeir, Christoph; Hyndman, Rob J.

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Forecasting COVID-19 activity in Australia to support pandemic response: May to October 2020

SCIENTIFIC REPORTS

IF3.9

2023-05-30

OAAI

Moss, Robert; Price, David J.; Golding, Nick; Dawson, Peter; McVernon, Jodie; Hyndman, Rob J.; Shearer, Freya M.; McCaw, James M.

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Probabilistic forecast reconciliation: Properties, evaluation and score optimisation

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2023-04-01

OAAI

Panagiotelis, Anastasios; Gamakumara, Puwasala; Athanasopoulos, George; Hyndman, Rob J.

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Forecasting, causality and feedback

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2023-04-01

PREAI

Hyndman, Rob J.

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Meta-learning how to forecast time series

JOURNAL OF FORECASTING

IF2.7

2023-02-24

OAAI

Talagala, Thiyanga S. S.; Hyndman, Rob J. J.; Athanasopoulos, George

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Forecasting for social good

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-07-01

OAAI

Rostami-Tabar, Bahman; Ali, Mohammad M.; Hong, Tao; Hyndman, Rob J.; Syntetos, Aris; Porter, Michael D.

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Probabilistic Forecasts Using Expert Judgment: The Road to Recovery From COVID-19

JOURNAL OF TRAVEL RESEARCH

IF7

2022-01-27

OAAI

Athanasopoulos, George; Hyndman, Rob J.; Kourentzes, Nikolaos; O'Hara-Wild, Mitchell

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Model selection in reconciling hierarchical time series

MACHINE LEARNING

IF2.9

2022-01-14

OAAI

Abolghasemi, Mahdi; Hyndman, Rob J.; Spiliotis, Evangelos; Bergmeir, Christoph

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Hierarchical forecast reconciliation with machine learning

APPLIED SOFT COMPUTING

IF6.6

2021-11-01

OAAI

Spiliotis, Evangelos; Abolghasemi, Mahdi; Hyndman, Rob J.; Petropoulos, Fotios; Assimakopoulos, Vassilios

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Principles and algorithms for forecasting groups of time series: Locality and globality

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2021-10-01

OAAI

Montero-Manso, Pablo; Hyndman, Rob J.

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Forecasting Swiss exports using Bayesian forecast reconciliation

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2021-06-01

OAAI

Eckert, Florian; Hyndman, Rob J.; Panagiotelis, Anastasios

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Research Directions