forked from robjhyndman/CV
-
Notifications
You must be signed in to change notification settings - Fork 0
/
acems.bib
217 lines (181 loc) · 9.71 KB
/
acems.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
@Article{dynamicpareto,
Title = {Dynamic Algorithm Selection for Pareto Optimal Set Approximation},
Author = {Ingrida Steponavi\v{c}\.{e} and Rob J Hyndman and Kate Smith-Miles and Laura Villanova},
Year = {2017},
Issue = {1},
Pages = {263-282},
Volume = {67},
Journal = {Journal of Global Optimization}
}
@Article{fvanaive,
Title = {A note on upper bounds for forecast-value-added relative to naïve forecasts},
Author = {Goodwin, Paul and Petropoulos, Fotios and Hyndman, Rob J},
Year = {2017},
volume = 68,
issue = 9,
pages = {1082-1084},
Journal = {Journal of the Operational Research Society}
}
@Article{handguns,
Title = {Handgun acquisitions in {California} after two mass shootings},
Author = {Studdert, D M and Zhang, Y and Rodden, J A and Hyndman, R J and Wintemute, G J},
Year = {2017},
Doi = {10.7326/M16-1574},
Number = {10},
Pages = {698-706},
Volume = {166},
Journal = {Annals of Internal Medicine}
}
@Article{hfts,
Title = {Grouped functional time series forecasting: an application to age-specific mortality rates},
Author = {Han Lin Shang and Rob J Hyndman},
Year = {2017},
Doi = {10.1080/10618600.2016.1237877},
Number = {2},
Pages = {330-343},
Volume = {26},
Journal = {Journal of Computational and Graphical Statistics}
}
@Article{m3pca,
Title = {Visualising forecasting algorithm performance using time series instance spaces},
Author = {Yanfei Kang and Rob J Hyndman and Kate Smith-Miles},
Year = {2017},
Number = {2},
Pages = {345-358},
Volume = {33},
Journal = {International Journal of Forecasting}
}
@Inproceedings{probhts,
Title = {Coherent probabilistic forecasts for hierarchical time series},
Author = {Souhaib {Ben Taieb} and James W Taylor and Rob J Hyndman},
Booktitle = {Proceedings of the 34th International Conference on Machine Learning, PMLR},
Year = {2017},
volume = 70,
pages = {3348-3357}
}
@Article{temporal-hierarchies,
Title = {Forecasting with temporal hierarchies},
Author = {George Athanasopoulos and Rob J Hyndman and Nikolaos Kourentzes and Fotios Petropoulos},
Year = {2017},
Number = {1},
Pages = {60-74},
Volume = {262},
Journal = {European Journal of Operational Research}
}
@Article{Tham2016,
Title = {Associations between outdoor fungal spores and childhood and adolescent asthma hospitalisations},
Author = {Rachel Tham and Don Vicendese and Shyamali C Dharmage and Rob J Hyndman and Ed Newbigin and Emma Lewis and Molly O'Sullivan and Adrian J Lowe and Philip Taylor and Philip Bardin and Mimi L Tang and Michael J Abramson and Bircan Erbas},
Year = {2017},
Issue = {4},
Pages = {1140–1147.e4},
Volume = {139},
Journal = {Journal of Allergy and Clinical Immunology}
}
@Techreport{ausmacrodata,
Title = {The Australian Macro Database: An online resource for macroeconomic research in Australia},
Author = {Timur Behlul and Anastasios Panagiotelis and George Athanasopoulos and Rob J Hyndman and Farshid Vahid},
Institution = {Department of Econometrics \& Business Statistics, Monash University},
Year = {2017},
Number = {17/01},
Type = {Working paper},
Url = {robjhyndman.com/publications/ausmacrodata}
}
@Techreport{ausmacrofcast,
Title = {Macroeconomic forecasting for Australia using a large number of predictors},
Author = {Bin Jiang and George Athanasopoulos and Rob J Hyndman and Anastasios Panagiotelis and Farshid Vahid},
Institution = {Department of Econometrics \& Business Statistics, Monash University},
Year = {2017},
Number = {17/02},
Type = {Working paper},
Url = {robjhyndman.com/publications/ausmacrofcast}
}
@Techreport{smartmeterhts,
Title = {Hierarchical Probabilistic Forecasting of Electricity Demand with Smart Meter Data},
Author = {Souhaib {Ben Taieb} and James W Taylor and Rob J Hyndman},
Institution = {Department of Econometrics \& Business Statistics, Monash University},
Year = {2017},
Type = {Working paper},
Url = {robjhyndman.com/publications/hpf-electricity/}
}
@Article{baggedETS,
Title = {Bagging exponential smoothing methods using {STL}
decomposition and {Box-Cox} transformation},
Author = {Bergmeir, Christoph and Hyndman, Rob J and Ben{\i}tez, Jos\'{e} M},
Year = {2016},
Number = {2},
Pages = {303--312},
Volume = {32},
Journal = {International Journal of Forecasting}
}
@Article{fasthts,
Title = {Fast computation of reconciled forecasts for hierarchical and grouped time series},
Author = {Hyndman, Rob J and Lee, Alan and Wang, Earo},
Year = {2016},
Pages = {16--32},
Volume = {97},
Journal = {Computational Statistics \& Data Analysis}
}
@Article{gefcom2014,
Title = {Probabilistic Energy Forecasting: Global Energy Forecasting Competition 2014 and Beyond},
Author = {Tao Hong and Pierre Pinson and Shu Fan and Hamidreza Zareipour and Alberto Troccoli and Rob J Hyndman},
Year = {2016},
Number = {3},
Pages = {896-913},
Volume = {32},
Journal = {International Journal of Forecasting}
}
@Article{pearce2016exploring,
Title = {Exploring the influence of short-term temperature patterns on temperature-related mortality: a case-study of Melbourne, Australia},
Author = {Pearce, John L and Hyer, Madison and Hyndman, Rob J and Loughnan, Margaret and Dennekamp, Martine and Nicholls, Neville},
Year = {2016},
Number = {1},
Pages = {107},
Volume = {15},
Journal = {Environmental Health}
}
@Inbook{sampling-multiobjective-optimization,
Title = {On sampling methods for costly multi-objective black-box optimization},
Author = {Ingrida Steponavi\v{c}\.{e} and Mojdeh Shirazi-Manesh and Rob J. Hyndman and Kate Smith-Miles and Laura Villanova},
Booktitle = {Advances in Stochastic and Deterministic Global Optimization},
Year = {2016},
Editor = {P. M. Pardalos and A. Zhigljavsky and J. \v{Z}ilinskas},
Pages = {273–296},
Publisher = {Springer},
Address = {New York}
}
@Article{smart-meter-quantiles,
Title = {Forecasting uncertainty in electricity smart meter data by boosting additive quantile regression},
Author = {Souhaib Ben~Taieb and Raphael Huser and Rob J Hyndman and Marc G Genton},
Year = {2016},
Issue = {5},
Pages = {2448-2455},
Volume = {7},
Journal = {IEEE Transactions on Smart Grid}
}
@Techreport{BayesianRankVAR,
Title = {Bayesian rank selection in multivariate regression},
Author = {Bin Jiang and Anastasios Panagiotelis and George Athanasopoulos and Rob J Hyndman and Farshid Vahid},
Institution = {Department of Econometrics \& Business Statistics, Monash University},
Year = {2016},
Number = {05/16},
Type = {Working paper},
Url = {robjhyndman.com/publications/bayesian-rank-selection-in-multivariate-regression/}
}
@Techreport{participationrates,
Title = {Long-term forecasts of age-specific participation rates with functional data models},
Author = {Thomas Url and Rob J Hyndman and Alexander Dokumentov},
Institution = {Department of Econometrics \& Business Statistics, Monash University},
Year = {2016},
Number = {03/16},
Type = {Working paper},
Url = {http://robjhyndman.com/publications/participation-rates/}
}
@article{tscv,
Title = {A note on the validity of cross-validation for evaluating autoregressive time series prediction},
Author = {Christoph Bergmeir and Rob J Hyndman and Bonsoo Koo},
Year = {2018},
volume = 120,
pages = {70-83},
journal = {Computational Statistics \& Data Analysis},
Url = {robjhyndman.com/publications/cv-time-series/}
}