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ORCIDBibTeX records: F. Jay Breidt
@inproceedings{DBLP:conf/bdc/WarushavithanaB23,
author = {Menuka Warushavithana and
Kassidy Barram and
Caleb Carlson and
Saptashwa Mitra and
Sudipto Ghosh and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
title = {A Framework for Profiling Spatial Variability in the Performance of
Classification Models},
booktitle = {Proceedings of the {IEEE/ACM} 10th International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2023, Taormina
(Messina), Italy, December 4-7, 2023},
pages = {06:1--06:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3632366.3632387},
doi = {10.1145/3632366.3632387},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/WarushavithanaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/MitraYBPP23,
author = {Saptashwa Mitra and
Matthew Young and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
title = {Rubiks: Rapid Explorations and Summarization over High Dimensional
Spatiotemporal Datasets},
booktitle = {Proceedings of the {IEEE/ACM} 10th International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2023, Taormina
(Messina), Italy, December 4-7, 2023},
pages = {11:1--11:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3632366.3632393},
doi = {10.1145/3632366.3632393},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/MitraYBPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/envsoft/ArmstrongKPSSAB22,
author = {Samuel Armstrong and
Paahuni Khandelwal and
Dhruv Padalia and
Gabriel B. Senay and
Darin Schulte and
Allan A. Andales and
F. Jay Breidt and
Shrideep Pallickara and
Sangmi Lee Pallickara},
title = {Attention-based convolutional capsules for evapotranspiration estimation
at scale},
journal = {Environ. Model. Softw.},
volume = {152},
pages = {105366},
year = {2022},
url = {https://doi.org/10.1016/j.envsoft.2022.105366},
doi = {10.1016/J.ENVSOFT.2022.105366},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/envsoft/ArmstrongKPSSAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/CarlsonWMBGBPP22,
author = {Caleb Carlson and
Menuka Warushavithana and
Saptashwa Mitra and
Kassidy Barram and
Sudipto Ghosh and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Resource Efficient Profiling of Spatial Variability in Performance
of Regression Models},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {437--444},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020602},
doi = {10.1109/BIGDATA55660.2022.10020602},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/CarlsonWMBGBPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/MitraWABPP22,
author = {Saptashwa Mitra and
Menuka Warushavithana and
Mazdak Arabi and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
title = {Alleviating Resource Requirements for Spatial Deep Learning Workloads},
booktitle = {22nd {IEEE} International Symposium on Cluster, Cloud and Internet
Computing, CCGrid 2022, Taormina, Italy, May 16-19, 2022},
pages = {452--462},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CCGrid54584.2022.00055},
doi = {10.1109/CCGRID54584.2022.00055},
timestamp = {Mon, 25 Jul 2022 16:20:02 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/MitraWABPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/WarushavithanaC21,
author = {Menuka Warushavithana and
Caleb Carlson and
Saptashwa Mitra and
Daniel Rammer and
Mazdak Arabi and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
title = {Distributed Orchestration of Regression Models Over Administrative
Boundaries},
booktitle = {{BDCAT} '21: 2021 {IEEE/ACM} 8th International Conference on Big Data
Computing, Applications and Technologies, Leicester, United Kingdom,
December 6 - 9, 2021},
pages = {80--90},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3492324.3494164},
doi = {10.1145/3492324.3494164},
timestamp = {Mon, 17 Jan 2022 10:17:59 +0100},
biburl = {https://dblp.org/rec/conf/bdc/WarushavithanaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WarushavithanaM21,
author = {Menuka Warushavithana and
Saptashwa Mitra and
Mazdak Arabi and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Containerization of Model Fitting Workloads over Spatial Datasets},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {3770--3779},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671289},
doi = {10.1109/BIGDATA52589.2021.9671289},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WarushavithanaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/WarushavithanaM21,
author = {Menuka Warushavithana and
Saptashwa Mitra and
Mazdak Arabi and
F. Jay Breidt and
Sangmi Lee Pallickara and
Shrideep Pallickara},
title = {A Transfer Learning Scheme for Time Series Forecasting Using Facebook
Prophet},
booktitle = {{IEEE} International Conference on Cluster Computing, {CLUSTER} 2021,
Portland, OR, USA, September 7-10, 2021},
pages = {809--810},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/Cluster48925.2021.00076},
doi = {10.1109/CLUSTER48925.2021.00076},
timestamp = {Fri, 15 Oct 2021 14:43:26 +0200},
biburl = {https://dblp.org/rec/conf/cluster/WarushavithanaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BreidtOH18,
author = {F. Jay Breidt and
Jean D. Opsomer and
Chien{-}Min Huang},
editor = {Vladik Kreinovich and
Songsak Sriboonchitta and
Nopasit Chakpitak},
title = {Model-Assisted Survey Estimation with Imperfectly Matched Auxiliary
Data},
booktitle = {Predictive Econometrics and Big Data},
series = {Studies in Computational Intelligence},
volume = {753},
pages = {21--35},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-70942-0\_2},
doi = {10.1007/978-3-319-70942-0\_2},
timestamp = {Tue, 16 Jan 2018 17:31:40 +0100},
biburl = {https://dblp.org/rec/series/sci/BreidtOH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/BudgagaMPHBP16,
author = {Walid Budgaga and
Matthew Malensek and
Sangmi Lee Pallickara and
Neil Harvey and
F. Jay Breidt and
Shrideep Pallickara},
title = {Predictive analytics using statistical, learning, and ensemble methods
to support real-time exploration of discrete event simulations},
journal = {Future Gener. Comput. Syst.},
volume = {56},
pages = {360--374},
year = {2016},
url = {https://doi.org/10.1016/j.future.2015.06.013},
doi = {10.1016/J.FUTURE.2015.06.013},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/BudgagaMPHBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/MalensekBPHBP14,
author = {Matthew Malensek and
Walid Budgaga and
Sangmi Lee Pallickara and
Neil Harvey and
F. Jay Breidt and
Shrideep Pallickara},
title = {Using Distributed Analytics to Enable Real-Time Exploration of Discrete
Event Simulations},
booktitle = {Proceedings of the 7th {IEEE/ACM} International Conference on Utility
and Cloud Computing, {UCC} 2014, London, United Kingdom, December
8-11, 2014},
pages = {49--58},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/UCC.2014.13},
doi = {10.1109/UCC.2014.13},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ucc/MalensekBPHBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/BreidtBE11,
author = {F. Jay Breidt and
Troy D. Butler and
Donald J. Estep},
title = {A Measure-Theoretic Computational Method for Inverse Sensitivity Problems
{I:} Method and Analysis},
journal = {{SIAM} J. Numer. Anal.},
volume = {49},
number = {5},
pages = {1836--1859},
year = {2011},
url = {https://doi.org/10.1137/100785946},
doi = {10.1137/100785946},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamnum/BreidtBE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/stat/OpsomerB11,
author = {Jean D. Opsomer and
F. Jay Breidt},
editor = {Miodrag Lovric},
title = {Nonparametric Regression Using Kernel and Spline Methods},
booktitle = {International Encyclopedia of Statistical Science},
pages = {974--977},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-04898-2\_419},
doi = {10.1007/978-3-642-04898-2\_419},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/stat/OpsomerB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/BreidtC00,
author = {F. Jay Breidt and
Alicia L. Carriquiry},
title = {Highest density gates for target tracking},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {36},
number = {1},
pages = {47--55},
year = {2000},
url = {https://doi.org/10.1109/7.826311},
doi = {10.1109/7.826311},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/BreidtC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/BreidtCL97,
author = {F. Jay Breidt and
Nuno Crato and
Pedro J. F. de Lima},
title = {Modeling the persistent volatility of asset returns},
booktitle = {Proceedings of the {IEEE/IAFE} 1997 Computational Intelligence for
Financial Engineering, CIFEr 1997, New York City, USA, March 24-25,
1997},
pages = {266--272},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/CIFER.1997.618947},
doi = {10.1109/CIFER.1997.618947},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cifer/BreidtCL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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