Άρθρα με εντολές δημόσιας πρόσβασης - Rob J HyndmanΜάθετε περισσότερα
Διαθέσιμο κάπου: 38
A note on the validity of cross-validation for evaluating autoregressive time series prediction
C Bergmeir, RJ Hyndman, B Koo
Computational Statistics & Data Analysis 120, 70-83, 2018
Εντολές: Australian Research Council
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation
C Bergmeir, RJ Hyndman, JM Benítez
International journal of forecasting 32 (2), 303-312, 2016
Εντολές: Government of Spain
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization
SL Wickramasuriya, G Athanasopoulos, RJ Hyndman
Journal of the American Statistical Association 114 (526), 804-819, 2019
Εντολές: Australian Research Council
FFORMA: Feature-based forecast model averaging
P Montero-Manso, G Athanasopoulos, RJ Hyndman, TS Talagala
International Journal of Forecasting, 2020
Εντολές: Australian Research Council, Government of Spain
Visualising forecasting algorithm performance using time series instance spaces
Y Kang, RJ Hyndman, K Smith-Miles
International Journal of Forecasting 33 (2), 345-358, 2017
Εντολές: Australian Research Council
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
Y Kang, RJ Hyndman, F Li
Statistical Analysis and Data Mining: The ASA Data Science Journal 13 (4 …, 2020
Εντολές: National Natural Science Foundation of China
Meta‐learning how to forecast time series
TS Talagala, RJ Hyndman, G Athanasopoulos
Journal of Forecasting 42 (6), 1476-1501, 2023
Εντολές: Australian Research Council
Crude oil price forecasting based on internet concern using an extreme learning machine
J Wang, G Athanasopoulos, RJ Hyndman, S Wang
International Journal of Forecasting 34 (4), 665-677, 2018
Εντολές: Chinese Academy of Sciences, National Natural Science Foundation of China
STR: Seasonal-Trend decomposition using Regression
A Dokumentov, RJ Hyndman
arXiv preprint arXiv:2009.05894, 2020
Εντολές: Australian Research Council
A framework for automated anomaly detection in high frequency water-quality data from in situ sensors
C Leigh, O Alsibai, RJ Hyndman, S Kandanaarachchi, OC King, ...
Science of the Total Environment 664, 885-898, 2019
Εντολές: Australian Research Council
Associations between outdoor fungal spores and childhood and adolescent asthma hospitalizations
R Tham, D Vicendese, SC Dharmage, RJ Hyndman, E Newbigin, E Lewis, ...
Journal of Allergy and Clinical Immunology 139 (4), 1140-1147. e4, 2017
Εντολές: National Health and Medical Research Council, Australia
Forecast reconciliation: A geometric view with new insights on bias correction
A Panagiotelis, G Athanasopoulos, P Gamakumara, RJ Hyndman
International Journal of Forecasting 37 (1), 343-359, 2021
Εντολές: Australian Research Council
On normalization and algorithm selection for unsupervised outlier detection
S Kandanaarachchi, MA Muñoz, RJ Hyndman, K Smith-Miles
Data Mining and Knowledge Discovery 34 (2), 309-354, 2020
Εντολές: Australian Research Council
Anomaly detection in streaming nonstationary temporal data
PD Talagala, RJ Hyndman, K Smith-Miles, S Kandanaarachchi, ...
Journal of Computational and Graphical Statistics 29 (1), 13-27, 2020
Εντολές: Australian Research Council
Probabilistic forecast reconciliation: Properties, evaluation and score optimisation
A Panagiotelis, P Gamakumara, G Athanasopoulos, RJ Hyndman
European Journal of Operational Research 306 (2), 693-706, 2023
Εντολές: Australian Research Council
Macroeconomic forecasting for Australia using a large number of predictors
A Panagiotelis, G Athanasopoulos, RJ Hyndman, B Jiang, F Vahid
International Journal of Forecasting 35 (2), 616-633, 2019
Εντολές: Australian Research Council
Distributed ARIMA models for ultra-long time series
X Wang, Y Kang, RJ Hyndman, F Li
International Journal of Forecasting 39 (3), 1163-1184, 2023
Εντολές: National Natural Science Foundation of China
Predicting sediment and nutrient concentrations from high-frequency water-quality data
C Leigh, S Kandanaarachchi, JM McGree, RJ Hyndman, O Alsibai, ...
PLoS One 14 (8), e0215503, 2019
Εντολές: Australian Research Council
On sampling methods for costly multi-objective black-box optimization
I Steponavičė, M Shirazi-Manesh, RJ Hyndman, K Smith-Miles, ...
Advances in stochastic and deterministic global optimization, 273-296, 2016
Εντολές: Australian Research Council
Do human rhinovirus infections and food allergy modify grass pollen–induced asthma hospital admissions in children?
B Erbas, SC Dharmage, MLK Tang, M Akram, KJ Allen, D Vicendese, ...
Journal of Allergy and Clinical Immunology 136 (4), 1118-1120. e2, 2015
Εντολές: US National Institutes of Health, National Health and Medical Research …
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