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ORCIDBibTeX records: Christopher K. Wikle
@article{DBLP:journals/nca/ZhangBW26,
author = {Likun Zhang and
Kiran Bhaganagar and
Christopher K. Wikle},
title = {Capturing extreme events in turbulence using an extreme variational
autoencoder (xVAE)},
journal = {Neural Comput. Appl.},
volume = {38},
number = {11},
pages = {428},
year = {2026},
url = {https://doi.org/10.1007/s00521-026-12112-0},
doi = {10.1007/S00521-026-12112-0},
timestamp = {Fri, 17 Jul 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhangBW26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2512-06348,
author = {Xiaoyu Ma and
Likun Zhang and
Christopher K. Wikle},
title = {Modeling Spatio-temporal Extremes via Conditional Variational Autoencoders},
journal = {CoRR},
volume = {abs/2512.06348},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.06348},
doi = {10.48550/ARXIV.2512.06348},
eprinttype = {arXiv},
eprint = {2512.06348},
timestamp = {Mon, 26 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-06348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17729,
author = {Myungsoo Yoo and
Giri Gopalan and
Matthew J. Hoffman and
Sophie Coulson and
Holly Kyeore Han and
Christopher K. Wikle and
Trevor Hillebrand},
title = {Uncertainty-enabled machine learning for emulation of regional sea-level
change caused by the Antarctic Ice Sheet},
journal = {CoRR},
volume = {abs/2406.17729},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17729},
doi = {10.48550/ARXIV.2406.17729},
eprinttype = {arXiv},
eprint = {2406.17729},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10641,
author = {Zhenhua Wang and
Scott H. Holan and
Christopher K. Wikle},
title = {Echo State Networks for Spatio-Temporal Area-Level Data},
journal = {CoRR},
volume = {abs/2410.10641},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.10641},
doi = {10.48550/ARXIV.2410.10641},
eprinttype = {arXiv},
eprint = {2410.10641},
timestamp = {Mon, 25 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-10641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgs/SchliepWD23,
author = {Erin M. Schliep and
Christopher K. Wikle and
Ranadeep Daw},
title = {Correcting for informative sampling in spatial covariance estimation
and kriging predictions},
journal = {J. Geogr. Syst.},
volume = {25},
number = {4},
pages = {587--613},
year = {2023},
url = {https://doi.org/10.1007/s10109-023-00426-9},
doi = {10.1007/S10109-023-00426-9},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgs/SchliepWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08079,
author = {Likun Zhang and
Xiaoyu Ma and
Christopher K. Wikle and
Rapha{\"{e}}l Huser},
title = {Flexible and efficient spatial extremes emulation via variational
autoencoders},
journal = {CoRR},
volume = {abs/2307.08079},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08079},
doi = {10.48550/ARXIV.2307.08079},
eprinttype = {arXiv},
eprint = {2307.08079},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02218,
author = {Christopher K. Wikle and
Andrew Zammit{-}Mangion},
title = {Statistical Deep Learning for Spatial and Spatio-Temporal Data},
journal = {CoRR},
volume = {abs/2206.02218},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02218},
doi = {10.48550/ARXIV.2206.02218},
eprinttype = {arXiv},
eprint = {2206.02218},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/RaimHBW21,
author = {Andrew M. Raim and
Scott H. Holan and
Jonathan R. Bradley and
Christopher K. Wikle},
title = {Spatio-temporal change of support modeling with {R}},
journal = {Comput. Stat.},
volume = {36},
number = {1},
pages = {749--780},
year = {2021},
url = {https://doi.org/10.1007/s00180-020-01029-4},
doi = {10.1007/S00180-020-01029-4},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/RaimHBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/LucchesiKW21,
author = {Lydia R. Lucchesi and
Petra M. Kuhnert and
Christopher K. Wikle},
title = {Vizumap: an {R} package for visualising uncertainty in spatial data},
journal = {J. Open Source Softw.},
volume = {6},
number = {59},
pages = {2409},
year = {2021},
url = {https://doi.org/10.21105/joss.02409},
doi = {10.21105/JOSS.02409},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/LucchesiKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04003,
author = {Toryn L. J. Schafer and
Christopher K. Wikle and
Mevin B. Hooten},
title = {Bayesian Inverse Reinforcement Learning for Collective Animal Movement},
journal = {CoRR},
volume = {abs/2009.04003},
year = {2020},
url = {https://arxiv.org/abs/2009.04003},
eprinttype = {arXiv},
eprint = {2009.04003},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/McDermottW19,
author = {Patrick L. McDermott and
Christopher K. Wikle},
title = {Bayesian Recurrent Neural Network Models for Forecasting and Quantifying
Uncertainty in Spatial-Temporal Data},
journal = {Entropy},
volume = {21},
number = {2},
pages = {184},
year = {2019},
url = {https://doi.org/10.3390/e21020184},
doi = {10.3390/E21020184},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/McDermottW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08321,
author = {Christopher K. Wikle},
title = {Comparison of Deep Neural Networks and Deep Hierarchical Models for
Spatio-Temporal Data},
journal = {CoRR},
volume = {abs/1902.08321},
year = {2019},
url = {http://arxiv.org/abs/1902.08321},
eprinttype = {arXiv},
eprint = {1902.08321},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13524,
author = {Andrew Zammit{-}Mangion and
Christopher K. Wikle},
title = {Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting},
journal = {CoRR},
volume = {abs/1910.13524},
year = {2019},
url = {http://arxiv.org/abs/1910.13524},
eprinttype = {arXiv},
eprint = {1910.13524},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10728,
author = {Patrick L. McDermott and
Christopher K. Wikle},
title = {Hierarchical (Deep) Echo State Networks with Uncertainty Quantification
for Spatio-Temporal Forecasting},
journal = {CoRR},
volume = {abs/1806.10728},
year = {2018},
url = {http://arxiv.org/abs/1806.10728},
eprinttype = {arXiv},
eprint = {1806.10728},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/ArabHW17,
author = {Ali Arab and
Mevin B. Hooten and
Christopher K. Wikle},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Hierarchical Spatial Models},
booktitle = {Encyclopedia of {GIS}},
pages = {837--846},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_564},
doi = {10.1007/978-3-319-17885-1\_564},
timestamp = {Thu, 03 Jul 2025 20:32:21 +0200},
biburl = {https://dblp.org/rec/reference/gis/ArabHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/ArabHW08,
author = {Ali Arab and
Mevin B. Hooten and
Christopher K. Wikle},
editor = {Shashi Shekhar and
Hui Xiong},
title = {Hierarchical Spatial Models},
booktitle = {Encyclopedia of {GIS}},
pages = {425--431},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-35973-1\_564},
doi = {10.1007/978-0-387-35973-1\_564},
timestamp = {Tue, 11 Feb 2025 13:56:09 +0100},
biburl = {https://dblp.org/rec/reference/gis/ArabHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/WikleB05,
author = {Christopher K. Wikle and
L. Mark Berliner},
title = {Combining Information Across Spatial Scales},
journal = {Technometrics},
volume = {47},
number = {1},
pages = {80--91},
year = {2005},
url = {https://doi.org/10.1198/004017004000000572},
doi = {10.1198/004017004000000572},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/WikleB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/Wikle05,
author = {Christopher K. Wikle},
title = {Atmospheric Modeling, Data Assimilation, and Predictability},
journal = {Technometrics},
volume = {47},
number = {4},
pages = {521},
year = {2005},
url = {https://doi.org/10.1198/tech.2005.s326},
doi = {10.1198/TECH.2005.S326},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/Wikle05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/Wikle03,
author = {Christopher K. Wikle},
title = {Modeling Hydrologic Change: Statistical Methods},
journal = {Technometrics},
volume = {45},
number = {4},
pages = {366--367},
year = {2003},
url = {https://doi.org/10.1198/tech.2003.s170},
doi = {10.1198/TECH.2003.S170},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/Wikle03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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