Rob J. Hyndman
1992–2025 年に発表
- 182
- 論文数
- 38,158
- 被引用数
- 65
- h 指数
- 98
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science29.7%
- Engineering21.3%
- Decision Sciences14.7%
- Environmental Science10%
- Medicine5%
- Mathematics4%
- その他15.3%
トピック
- Energy Load and Power Forecasting6.2%
- Time Series Analysis and Forecasting5.7%
- Forecasting Techniques and Applications5.6%
- Stock Market Forecasting Methods5.6%
- Anomaly Detection Techniques and Applications2.2%
- Solar Radiation and Photovoltaics2%
- その他72.7%
共著者
- Christoph Bergmeir75
- Pablo Montero-Manso69
- Rakshitha Godahewa65
- Geoff Webb64
- George Athanasopoulos11
- Kate Smith-Miles9
- Mahdi Abolghasemi8
- Sevvandi Kandanaarachchi7
- Earo Wang6
- Fotios Petropoulos6
- Anne B. Koehler5
- Han Lin Shang5
- Ralph D. Snyder5
- Souhaib Ben Taieb5
- Anastasios Panagiotelis4
- Heather Booth4
- Laura Villanova4
- Mitchell O’Hara-Wild4
- Priyanga Dilini Talagala4
- Yanfei Kang4
- Bahman Rostami Tabar3
- Evangelos Spiliotis3
- Ingrida Steponavice3
- J. Keith Ord3
全論文
- Another look at measures of forecast accuracy
著者: Rob J. Hyndman, Anne B. Koehler - International Journal of Forecasting 2006 被引用: 5,343
- Forecasting: principles and practice
著者: Rob J. Hyndman, George Athanasopoulos - 2013 被引用: 4,215
- Automatic Time Series Forecasting: TheforecastPackage forR
著者: Rob J. Hyndman, Yeasmin Khandakar - Journal of Statistical Software 2008 被引用: 3,448
- Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond
著者: Tao Hong, Pierre Pinson, Fan Shu, Hamidreza Zareipour, Alberto Troccoli, Rob J. Hyndman - International Journal of Forecasting 2016 被引用: 987
- Monash Time Series Forecasting Archive
著者: Rakshitha Godahewa, Christoph Bergmeir, Geoffrey I. Webb, Rob J. Hyndman, Pablo Montero-Manso - NeurIPS Datasets and Benchmarks 2021 被引用: 279
- Forecasting Time Series With Complex Seasonal Patterns Using Exponential Smoothing
著者: Alysha De Livera, Rob J. Hyndman, Ralph D. Snyder - Journal of the American Statistical Association 2011 被引用: 1,038
- 25 years of time series forecasting
著者: Jan G. De Gooijer, Rob J. Hyndman - International Journal of Forecasting 2006 被引用: 1,565
- Detecting trend and seasonal changes in satellite image time series
著者: Jan Verbesselt, Rob J. Hyndman, Glenn Newnham, Darius Culvenor - Remote Sensing of Environment 2009 被引用: 1,808
- Forecast combinations: An over 50-year review
著者: Xiaoqian Wang, Rob J. Hyndman, Feng Li, Yanfei Kang - International Journal of Forecasting 2022 被引用: 248
- A note on the validity of cross-validation for evaluating autoregressive time series prediction
著者: Christoph Bergmeir, Rob J. Hyndman, Bonsoo Koo - Computational Statistics & Data Analysis, Comput. Stat. Data Anal. 2017 被引用: 622
- Characteristic-Based Clustering for Time Series Data
著者: Xiaozhe Wang, Kate A. Smith, Rob J. Hyndman - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2006 被引用: 680
- A state space framework for automatic forecasting using exponential smoothing methods
著者: Rob J. Hyndman, Anne B. Koehler, Ralph D. Snyder, Simone D. Grose - International Journal of Forecasting 2002 被引用: 1,046
- FFORMA: Feature-based forecast model averaging
著者: Pablo Montero‐Manso, George Athanasopoulos, Rob J. Hyndman, Thiyanga S. Talagala - International Journal of Forecasting 2019 被引用: 298
- Optimal combination forecasts for hierarchical time series
著者: Rob J. Hyndman, Roman A. Ahmed, George Athanasopoulos, Han Lin Shang - Computational Statistics & Data Analysis, Comput. Stat. Data Anal. 2011 被引用: 438
- fpp2: Data for "Forecasting: Principles and Practice" (2nd Edition)
著者: Rob J. Hyndman - CRAN: Contributed Packages 2017 被引用: 331
- Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization
著者: Shanika L. Wickramasuriya, George Athanasopoulos, Rob J. Hyndman - Journal of the American Statistical Association 2018 被引用: 304
- Forecasting with Exponential Smoothing: The State Space Approach
著者: Rob J. Hyndman, Anne B. Koehler, J. Keith Ord, Ralph D. Snyder - 2008 被引用: 836
- Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation
著者: Christoph Bergmeir, Rob J. Hyndman, José M. Benítez - International Journal of Forecasting 2016 被引用: 323
- MSTL: A Seasonal-Trend Decomposition Algorithm for Time Series with Multiple Seasonal Patterns
著者: Kasun Bandara, Rob J. Hyndman, Christoph Bergmeir - International Journal of Operational Research 2022 被引用: 96
- Sample Quantiles in Statistical Packages
著者: Rob J. Hyndman, Yanan Fan - The American Statistician 1996 被引用: 1,003
- GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
著者: Yanfei Kang, Rob J. Hyndman, Feng Li - CRAN: Contributed Packages, Stat. Anal. Data Min. 2020 被引用: 96
- Computing and Graphing Highest Density Regions
著者: Rob J. Hyndman - The American Statistician 1996 被引用: 641
- Forecasting with temporal hierarchies
著者: George Athanasopoulos, Rob J. Hyndman, Nikolaos Kourentzes, Fotios Petropoulos - European Journal of Operational Research, Eur. J. Oper. Res. 2017 被引用: 263
- Large-Scale Unusual Time Series Detection
著者: Rob J. Hyndman, Earo Wang, Nikolay Laptev - IEEE International Conference on Data Mining Workshop (ICDMW), ICDM Workshops 2015 被引用: 193
