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BibTeX records: Amy McGovern
@article{DBLP:journals/aim/McGovernEBBCDDDFTWW24, author = {Amy McGovern and Imme Ebert{-}Uphoff and Elizabeth A. Barnes and Ann Bostrom and Mariana G. Cains and Phillip Davis and Julie L. Demuth and Dimitrios I. Diochnos and Andrew H. Fagg and Philippe Tissot and John K. Williams and Christopher D. Wirz}, title = {{AI2ES:} The {NSF} {AI} Institute for Research on Trustworthy {AI} for Weather, Climate, and Coastal Oceanography}, journal = {{AI} Mag.}, volume = {45}, number = {1}, pages = {105--110}, year = {2024}, url = {https://doi.org/10.1002/aaai.12160}, doi = {10.1002/AAAI.12160}, timestamp = {Sat, 20 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/McGovernEBBCDDDFTWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-09392, author = {Randy J. Chase and Amy McGovern and Cameron Homeyer and Peter Marinescu and Corey K. Potvin}, title = {Machine Learning Estimation of Maximum Vertical Velocity from Radar}, journal = {CoRR}, volume = {abs/2310.09392}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.09392}, doi = {10.48550/ARXIV.2310.09392}, eprinttype = {arXiv}, eprint = {2310.09392}, timestamp = {Wed, 25 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-09392.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-07492, author = {Randy J. Chase and David R. Harrison and Amanda Burke and Gary M. Lackmann and Amy McGovern}, title = {A Machine Learning Tutorial for Operational Meteorology, Part {I:} Traditional Machine Learning}, journal = {CoRR}, volume = {abs/2204.07492}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.07492}, doi = {10.48550/ARXIV.2204.07492}, eprinttype = {arXiv}, eprint = {2204.07492}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-07492.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-10972, author = {Ignacio Lopez{-}Gomez and Amy McGovern and Shreya Agrawal and Jason Hickey}, title = {Global Extreme Heat Forecasting Using Neural Weather Models}, journal = {CoRR}, volume = {abs/2205.10972}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.10972}, doi = {10.48550/ARXIV.2205.10972}, eprinttype = {arXiv}, eprint = {2205.10972}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-10972.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-00147, author = {Randy J. Chase and David R. Harrison and Gary M. Lackmann and Amy McGovern}, title = {A Machine Learning Tutorial for Operational Meteorology, Part {II:} Neural Networks and Deep Learning}, journal = {CoRR}, volume = {abs/2211.00147}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.00147}, doi = {10.48550/ARXIV.2211.00147}, eprinttype = {arXiv}, eprint = {2211.00147}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-00147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08943, author = {Montgomery Flora and Corey K. Potvin and Amy McGovern and Shawn Handler}, title = {Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement}, journal = {CoRR}, volume = {abs/2211.08943}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08943}, doi = {10.48550/ARXIV.2211.08943}, eprinttype = {arXiv}, eprint = {2211.08943}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08943.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-10378, author = {Montgomery Flora and Corey K. Potvin and Amy McGovern and Shawn Handler}, title = {Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction}, journal = {CoRR}, volume = {abs/2211.10378}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.10378}, doi = {10.48550/ARXIV.2211.10378}, eprinttype = {arXiv}, eprint = {2211.10378}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-10378.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/envsoft/LiCGLGKYKMWRYH21, author = {Zhi Li and Mengye Chen and Shang Gao and Xiangyu Luo and Jonathan J. Gourley and Pierre Kirstetter and Tiantian Yang and Randall L. Kolar and Amy McGovern and Yixin Wen and Bo Rao and Teshome Yami and Yang Hong}, title = {CREST-iMAP v1.0: {A} fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction}, journal = {Environ. Model. Softw.}, volume = {141}, pages = {105051}, year = {2021}, url = {https://doi.org/10.1016/j.envsoft.2021.105051}, doi = {10.1016/J.ENVSOFT.2021.105051}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/envsoft/LiCGLGKYKMWRYH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-08453, author = {Amy McGovern and Imme Ebert{-}Uphoff and David John Gagne II and Ann Bostrom}, title = {The Need for Ethical, Responsible, and Trustworthy Artificial Intelligence for Environmental Sciences}, journal = {CoRR}, volume = {abs/2112.08453}, year = {2021}, url = {https://arxiv.org/abs/2112.08453}, eprinttype = {arXiv}, eprint = {2112.08453}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-08453.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernLK20, author = {Amy McGovern and Iolanda Leite and Anuj Karpatne}, title = {Welcome to {AI} Matters 6(1)}, journal = {{AI} Matters}, volume = {6}, number = {1}, pages = {3--4}, year = {2020}, url = {https://doi.org/10.1145/3402562.3402563}, doi = {10.1145/3402562.3402563}, timestamp = {Thu, 14 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernLK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovern20, author = {Amy McGovern}, title = {{NSF} {AI} institute for research on trustworthy ai in weather, climate, and coastal oceanography}, journal = {{AI} Matters}, volume = {6}, number = {3}, pages = {14--16}, year = {2020}, url = {https://doi.org/10.1145/3446243.3446249}, doi = {10.1145/3446243.3446249}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovern20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-00679, author = {Montgomery Flora and Corey K. Potvin and Patrick S. Skinner and Shawn Handler and Amy McGovern}, title = {Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System}, journal = {CoRR}, volume = {abs/2012.00679}, year = {2020}, url = {https://arxiv.org/abs/2012.00679}, eprinttype = {arXiv}, eprint = {2012.00679}, timestamp = {Fri, 04 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-00679.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernL19, author = {Amy McGovern and Iolanda Leite}, title = {Welcome to {AI} matters 5(1)}, journal = {{AI} Matters}, volume = {5}, number = {1}, pages = {3}, year = {2019}, url = {https://doi.org/10.1145/3320254.3320255}, doi = {10.1145/3320254.3320255}, timestamp = {Thu, 02 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernL19a, author = {Amy McGovern and Iolanda Leite}, title = {Welcome to {AI} matters 5(2)}, journal = {{AI} Matters}, volume = {5}, number = {2}, pages = {3}, year = {2019}, url = {https://doi.org/10.1145/3340470.3340471}, doi = {10.1145/3340470.3340471}, timestamp = {Thu, 05 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernL19a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernL19b, author = {Amy McGovern and Iolanda Leite}, title = {Welcome to {AI} matters 5(3)}, journal = {{AI} Matters}, volume = {5}, number = {3}, pages = {4--5}, year = {2019}, url = {https://doi.org/10.1145/3362077.3362078}, doi = {10.1145/3362077.3362078}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernL19b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/KoenigDPDGGKL0M19, author = {Sven Koenig and Sanmay Das and Rosemary D. Paradis and John P. Dickerson and Yolanda Gil and Katherine Guo and Benjamin Kuipers and Iolanda Leite and Hang Ma and Nicholas Mattei and Amy McGovern and Larry R. Medsker and Todd W. Neller and Marion Neumann and Plamen Petrov and Michael Rovatsos and David G. Stork}, title = {{ACM} {SIGAI} activity report}, journal = {{AI} Matters}, volume = {5}, number = {3}, pages = {6--11}, year = {2019}, url = {https://doi.org/10.1145/3362077.3362079}, doi = {10.1145/3362077.3362079}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aimatters/KoenigDPDGGKL0M19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernLK19, author = {Amy McGovern and Iolanda Leite and Anuj Karpatne}, title = {Welcome to {AI} matters 5(4)}, journal = {{AI} Matters}, volume = {5}, number = {4}, pages = {3--4}, year = {2019}, url = {https://doi.org/10.1145/3375637.3375638}, doi = {10.1145/3375637.3375638}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernLK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/EatonM18, author = {Eric Eaton and Amy McGovern}, title = {Welcome to {AI} matters, volume 3, issue 4}, journal = {{AI} Matters}, volume = {3}, number = {4}, pages = {3}, year = {2018}, url = {https://doi.org/10.1145/3175502.3175503}, doi = {10.1145/3175502.3175503}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/EatonM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE18, author = {Amy McGovern and Eric Eaton}, title = {An interview with Ayanna Howard}, journal = {{AI} Matters}, volume = {3}, number = {4}, pages = {5--7}, year = {2018}, url = {https://doi.org/10.1145/3175502.3175505}, doi = {10.1145/3175502.3175505}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE18a, author = {Amy McGovern and Eric Eaton}, title = {Welcome to {AI} matters 4(1)}, journal = {{AI} Matters}, volume = {4}, number = {1}, pages = {3--4}, year = {2018}, url = {https://doi.org/10.1145/3203247.3203248}, doi = {10.1145/3203247.3203248}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovern18, author = {Amy McGovern}, title = {Welcome to {AI} matters 4(2)}, journal = {{AI} Matters}, volume = {4}, number = {2}, pages = {3--4}, year = {2018}, url = {https://doi.org/10.1145/3236644.3236645}, doi = {10.1145/3236644.3236645}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovern18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovern18a, author = {Amy McGovern}, title = {Welcome to {AI} matters 4(3)}, journal = {{AI} Matters}, volume = {4}, number = {3}, pages = {3}, year = {2018}, url = {https://doi.org/10.1145/3284751.3284752}, doi = {10.1145/3284751.3284752}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovern18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/KoenigDPDGGKMMM18, author = {Sven Koenig and Sanmay Das and Rosemary D. Paradis and John P. Dickerson and Yolanda Gil and Katherine Guo and Benjamin Kuipers and Hang Ma and Nicholas Mattei and Amy McGovern and Larry R. Medsker and Todd W. Neller and Plamen Petrov and Michael Rovatsos and David G. Stork}, title = {{ACM} {SIGAI} activity report}, journal = {{AI} Matters}, volume = {4}, number = {3}, pages = {7--11}, year = {2018}, url = {https://doi.org/10.1145/3284751.3284754}, doi = {10.1145/3284751.3284754}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aimatters/KoenigDPDGGKMMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernL18, author = {Amy McGovern and Iolanda Leite}, title = {Welcome to {AI} matters 4(4)}, journal = {{AI} Matters}, volume = {4}, number = {4}, pages = {3--4}, year = {2018}, url = {https://doi.org/10.1145/3299758.3299759}, doi = {10.1145/3299758.3299759}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE17, author = {Amy McGovern and Eric Eaton}, title = {{AI} profiles: an interview with Jim Kurose}, journal = {{AI} Matters}, volume = {3}, number = {1}, pages = {14--16}, year = {2017}, url = {https://doi.org/10.1145/3054837.3054842}, doi = {10.1145/3054837.3054842}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/EatonM17, author = {Eric Eaton and Amy McGovern}, title = {Welcome to {AI} matters, volume 3, issue 2}, journal = {{AI} Matters}, volume = {3}, number = {2}, pages = {3}, year = {2017}, url = {https://doi.org/10.1145/3098888.3098889}, doi = {10.1145/3098888.3098889}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/EatonM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE17a, author = {Amy McGovern and Eric Eaton}, title = {{AI} profiles: an interview with Peter Stone}, journal = {{AI} Matters}, volume = {3}, number = {2}, pages = {8--10}, year = {2017}, url = {https://doi.org/10.1145/3098888.3098891}, doi = {10.1145/3098888.3098891}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/EatonM17a, author = {Eric Eaton and Amy McGovern}, title = {Welcome to {AI} matters, volume 3, issue 3}, journal = {{AI} Matters}, volume = {3}, number = {3}, pages = {3}, year = {2017}, url = {https://doi.org/10.1145/3137574.3137575}, doi = {10.1145/3137574.3137575}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/EatonM17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/KoenigDPEGGHJKM17, author = {Sven Koenig and Sanmay Das and Rosemary D. Paradis and Eric Eaton and Yolanda Gil and Katherine Guo and Bojun Huang and Albert Jiang and Benjamin Kuipers and Nicholas Mattei and Amy McGovern and Larry R. Medsker and Todd W. Neller and Plamen Petrov and Michael Rovatsos and David G. Stork}, title = {{ACM} {SIGAI} activity report}, journal = {{AI} Matters}, volume = {3}, number = {3}, pages = {7--11}, year = {2017}, url = {https://doi.org/10.1145/3137574.3137577}, doi = {10.1145/3137574.3137577}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aimatters/KoenigDPEGGHJKM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE17b, author = {Amy McGovern and Eric Eaton}, title = {{AI} profiles: an interview with Maja Matari{\'{c}}}, journal = {{AI} Matters}, volume = {3}, number = {3}, pages = {12--14}, year = {2017}, url = {https://doi.org/10.1145/3137574.3137578}, doi = {10.1145/3137574.3137578}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE17b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fie/TryttenM17, author = {Deborah Anne Trytten and Amy McGovern}, title = {Moving from managing enrollment to predicting student success}, booktitle = {2017 {IEEE} Frontiers in Education Conference, {FIE} 2017, Indianapolis, IN, USA, October 18-21, 2017}, pages = {1--9}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/FIE.2017.8190665}, doi = {10.1109/FIE.2017.8190665}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fie/TryttenM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/xsede/FossMPDABHKS17, author = {Greg Foss and Amy McGovern and Corey K. Potvin and B. Dahl and Greg Abram and Anne Bowen and Neena Hulkoti and Arnav Kaul and Nick Sehy}, editor = {David L. Hart and Maytal Dahan}, title = {Spot the Difference: Tornado Visualizations}, booktitle = {Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, Success and Impact, {PEARC} 2017, New Orleans, LA, USA, July 9-13, 2017}, pages = {76:1--76:3}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3093338.3104163}, doi = {10.1145/3093338.3104163}, timestamp = {Tue, 06 Nov 2018 11:07:26 +0100}, biburl = {https://dblp.org/rec/conf/xsede/FossMPDABHKS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/EatonM16, author = {Eric Eaton and Amy McGovern}, title = {Welcome to {AI} Matters, volume 2, issue 3}, journal = {{AI} Matters}, volume = {2}, number = {3}, pages = {3}, year = {2016}, url = {https://doi.org/10.1145/2911172.2911173}, doi = {10.1145/2911172.2911173}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/EatonM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/McGovernE16, author = {Amy McGovern and Eric Eaton}, title = {{AI} profiles: an interview with Peter Norvig}, journal = {{AI} Matters}, volume = {2}, number = {4}, pages = {4--6}, year = {2016}, url = {https://doi.org/10.1145/3008665.3008667}, doi = {10.1145/3008665.3008667}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/McGovernE16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/egpgv/FossMPABHK16, author = {Greg Foss and Amy McGovern and Corey K. Potvin and Greg Abram and Anne Bowen and Neena Hulkoti and Arnav Kaul}, editor = {Enrico Gobbetti and Wes Bethel}, title = {Data Mining Tornadogenesis Precursors}, booktitle = {16th Eurographics Symposium on Parallel Graphics and Visualization, EGPGV@EuroVis 2016, Groningen, The Netherlands, June 6-10, 2016}, pages = {99}, publisher = {Eurographics Association}, year = {2016}, url = {https://doi.org/10.2312/pgv.20161186}, doi = {10.2312/PGV.20161186}, timestamp = {Wed, 01 Jul 2020 12:39:22 +0200}, biburl = {https://dblp.org/rec/conf/egpgv/FossMPABHK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/MorrisBCdFHKKKL15, author = {Robert Morris and Blai Bonet and Marc Cavazza and Marie desJardins and Ariel Felner and Nick Hawes and Brad Knox and Sven Koenig and George Dimitri Konidaris and J{\'{e}}r{\^{o}}me Lang and Carlos Linares L{\'{o}}pez and Daniele Magazzeni and Amy McGovern and Sriraam Natarajan and Nathan R. Sturtevant and Michael Thielscher and William Yeoh and Sebastian Sardi{\~{n}}a and Kiri Wagstaff}, title = {A Summary of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence}, journal = {{AI} Mag.}, volume = {36}, number = {3}, pages = {99--106}, year = {2015}, url = {https://doi.org/10.1609/aimag.v36i3.2606}, doi = {10.1609/AIMAG.V36I3.2606}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/MorrisBCdFHKKKL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/EatonM15, author = {Eric Eaton and Amy McGovern}, title = {Welcome to {AI} Matters, volume 2, issue 2}, journal = {{AI} Matters}, volume = {2}, number = {2}, pages = {3}, year = {2015}, url = {https://doi.org/10.1145/2847557.2847558}, doi = {10.1145/2847557.2847558}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/EatonM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GagneMBCCX15, author = {David John Gagne II and Amy McGovern and Jerald Brotzge and Michael Coniglio and James Correia Jr. and Ming Xue}, editor = {Blai Bonet and Sven Koenig}, title = {Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {3954--3960}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i2.19053}, doi = {10.1609/AAAI.V29I2.19053}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GagneMBCCX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/McGovernGWBB14, author = {Amy McGovern and David John Gagne II and John K. Williams and Rodger A. Brown and Jeffrey B. Basara}, title = {Enhancing understanding and improving prediction of severe weather through spatiotemporal relational learning}, journal = {Mach. Learn.}, volume = {95}, number = {1}, pages = {27--50}, year = {2014}, url = {https://doi.org/10.1007/s10994-013-5343-x}, doi = {10.1007/S10994-013-5343-X}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/McGovernGWBB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/McGovernTBWA13, author = {Amy McGovern and Nathaniel Troutman and Rodger A. Brown and John K. Williams and Jennifer Abernethy}, title = {Enhanced spatiotemporal relational probability trees and forests}, journal = {Data Min. Knowl. Discov.}, volume = {26}, number = {2}, pages = {398--433}, year = {2013}, url = {https://doi.org/10.1007/s10618-012-0261-2}, doi = {10.1007/S10618-012-0261-2}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/McGovernTBWA13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fie/McGovernT13, author = {Amy McGovern and Deborah Anne Trytten}, editor = {Randa L. Shehab and James J. Sluss and Deborah Anne Trytten}, title = {Making in-class competitions desirable for marginalized groups}, booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2013, Oklahoma City, Oklahoma, USA, October 23-26, 2013}, pages = {704--706}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/FIE.2013.6684917}, doi = {10.1109/FIE.2013.6684917}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fie/McGovernT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/GagneMBX13, author = {David John Gagne II and Amy McGovern and Jerald Brotzge and Ming Xue}, editor = {Wei Ding and Takashi Washio and Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Severe Hail Prediction within a Spatiotemporal Relational Data Mining Framework}, booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013}, pages = {994--1001}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDMW.2013.121}, doi = {10.1109/ICDMW.2013.121}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/GagneMBX13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/GagneMX12, author = {David John Gagne II and Amy McGovern and Ming Xue}, title = {Machine learning enhancement of Storm Scale Ensemble precipitation forecasts}, booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder, CO, USA, October 24-26, 2012}, pages = {39--46}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIDU.2012.6382199}, doi = {10.1109/CIDU.2012.6382199}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/cidu/GagneMX12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/HellmanMX12, author = {Scott Hellman and Amy McGovern and Ming Xue}, title = {Learning ensembles of Continuous Bayesian Networks: An application to rainfall prediction}, booktitle = {2012 Conference on Intelligent Data Understanding, {CIDU} 2012, Boulder, CO, USA, October 24-26, 2012}, pages = {112--117}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/CIDU.2012.6382191}, doi = {10.1109/CIDU.2012.6382191}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cidu/HellmanMX12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/xsede/PirtleKMB12, author = {Bradley Pirtle and Ross Kimes and Amy McGovern and Rodger A. Brown}, editor = {Craig Stewart}, title = {Using the {XSEDE} supercomputing and visualization resources to improve tornado prediction using data mining}, booktitle = {Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment - Bridging from the eXtreme to the campus and beyond, {XSEDE} '12, Chicago, Illinois, USA, July 16-20, 2012}, pages = {35:1--35:2}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2335755.2335831}, doi = {10.1145/2335755.2335831}, timestamp = {Thu, 13 Jan 2022 12:04:32 +0100}, biburl = {https://dblp.org/rec/conf/xsede/PirtleKMB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/McGovernRBD11, author = {Amy McGovern and Derek H. Rosendahl and Rodger A. Brown and Kelvin Droegemeier}, title = {Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction}, journal = {Data Min. Knowl. Discov.}, volume = {22}, number = {1-2}, pages = {232--258}, year = {2011}, url = {https://doi.org/10.1007/s10618-010-0193-7}, doi = {10.1007/S10618-010-0193-7}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/McGovernRBD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/McGovernW11, author = {Amy McGovern and Kiri L. Wagstaff}, title = {Machine learning in space: extending our reach}, journal = {Mach. Learn.}, volume = {84}, number = {3}, pages = {335--340}, year = {2011}, url = {https://doi.org/10.1007/s10994-011-5249-4}, doi = {10.1007/S10994-011-5249-4}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/McGovernW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/McGovernGTBBW11, author = {Amy McGovern and David John Gagne II and Nathaniel Troutman and Rodger A. Brown and Jeffrey B. Basara and John K. Williams}, title = {Using spatiotemporal relational random forests to improve our understanding of severe weather processes}, journal = {Stat. Anal. Data Min.}, volume = {4}, number = {4}, pages = {407--429}, year = {2011}, url = {https://doi.org/10.1002/sam.10128}, doi = {10.1002/SAM.10128}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sadm/McGovernGTBBW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eaai/McGovernTR11, author = {Amy McGovern and Zachery Tidwel and Derek Rushing}, editor = {Marie desJardins}, title = {Teaching Introductory Artificial Intelligence through Java-Based Games}, booktitle = {Second Symposium on Education Advances in Artificial Intelligence, {EAAI} 2011, San Francisco, CA, USA, August 7-11, 2011}, pages = {1729--1736}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i3.18840}, doi = {10.1609/AAAI.V25I3.18840}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eaai/McGovernTR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eurova-ws/AhmedYMW11, author = {Zafar Ahmed and Patrick Yost and Amy McGovern and Chris E. Weaver}, editor = {Silvia Miksch and Giuseppe Santucci}, title = {Steerable Clustering for Visual Analysis of Ecosystems}, booktitle = {2nd International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2011, Bergen, Norway, May 31, 2011}, publisher = {Eurographics Association}, year = {2011}, url = {https://doi.org/10.2312/PE/EuroVAST/EuroVA11/049-052}, doi = {10.2312/PE/EUROVAST/EUROVA11/049-052}, timestamp = {Wed, 23 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eurova-ws/AhmedYMW11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/McGovernSGTCBBW10, author = {Amy McGovern and Timothy A. Supinie and David John Gagne II and Nathaniel Troutman and Matthew W. Collier and Rodger A. Brown and Jeffrey B. Basara and John K. Williams}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Philip S. Yu and Paul Melby}, title = {Severe Weather Processes through Spatiotemporal Relational Random Forests}, booktitle = {Proceedings of the 2010 Conference on Intelligent Data Understanding, {CIDU} 2010, October 5-6, 2010, Mountain View, California, {USA}}, pages = {213--227}, publisher = {{NASA} Ames Research Center}, year = {2010}, url = {http://c3.ndc.nasa.gov/dashlink/resources/239/}, timestamp = {Tue, 16 Aug 2011 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cidu/McGovernSGTCBBW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/BodenhamerBFFM09, author = {Matthew Bodenhamer and Samuel Bleckley and Daniel Fennelly and Andrew H. Fagg and Amy McGovern}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Spatio-temporal Multi-dimensional Relational Framework Trees}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {564--570}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.95}, doi = {10.1109/ICDMW.2009.95}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/BodenhamerBFFM09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/SupinieMWA09, author = {Timothy A. Supinie and Amy McGovern and John K. Williams and Jennifer Abernethy}, editor = {Y{\"{u}}cel Saygin and Jeffrey Xu Yu and Hillol Kargupta and Wei Wang and Sanjay Ranka and Philip S. Yu and Xindong Wu}, title = {Spatiotemporal Relational Random Forests}, booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009}, pages = {630--635}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDMW.2009.89}, doi = {10.1109/ICDMW.2009.89}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/SupinieMWA09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/McGovernJ08, author = {Amy McGovern and David D. Jensen}, title = {Optimistic pruning for multiple instance learning}, journal = {Pattern Recognit. Lett.}, volume = {29}, number = {9}, pages = {1252--1260}, year = {2008}, url = {https://doi.org/10.1016/j.patrec.2008.01.024}, doi = {10.1016/J.PATREC.2008.01.024}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/McGovernJ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/CollierM08, author = {Matthew W. Collier and Amy McGovern}, title = {Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines}, booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {359--368}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDMW.2008.71}, doi = {10.1109/ICDMW.2008.71}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/CollierM08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/McGovernHCGB08, author = {Amy McGovern and Nathan C. Hiers and Matthew W. Collier and David John Gagne II and Rodger A. Brown}, title = {Spatiotemporal Relational Probability Trees: An Introduction}, booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {935--940}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDM.2008.134}, doi = {10.1109/ICDM.2008.134}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/McGovernHCGB08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DabneyM07, author = {William Dabney and Amy McGovern}, editor = {Manuela M. Veloso}, title = {Utile Distinctions for Relational Reinforcement Learning}, booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}, pages = {738--743}, year = {2007}, url = {http://ijcai.org/Proceedings/07/Papers/118.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:11 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/DabneyM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigcse/McGovernF07, author = {Amy McGovern and Jason Fager}, editor = {Ingrid Russell and Susan M. Haller and J. D. Dougherty and Susan H. Rodger}, title = {Creating significant learning experiences in introductory artificial intelligence}, booktitle = {Proceedings of the 38th {SIGCSE} Technical Symposium on Computer Science Education, {SIGCSE} 2007, Covington, Kentucky, USA, March 7-11, 2007}, pages = {39--43}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1227310.1227325}, doi = {10.1145/1227310.1227325}, timestamp = {Wed, 10 Mar 2021 13:17:16 +0100}, biburl = {https://dblp.org/rec/conf/sigcse/McGovernF07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigkdd/McGovernFHGFNJ03, author = {Amy McGovern and Lisa Friedland and Michael Hay and Brian Gallagher and Andrew S. Fast and Jennifer Neville and David D. Jensen}, title = {Exploiting relational structure to understand publication patterns in high-energy physics}, journal = {{SIGKDD} Explor.}, volume = {5}, number = {2}, pages = {165--172}, year = {2003}, url = {https://doi.org/10.1145/980972.980999}, doi = {10.1145/980972.980999}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigkdd/McGovernFHGFNJ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/McGovernJ03, author = {Amy McGovern and David D. Jensen}, editor = {Tom Fawcett and Nina Mishra}, title = {Identifying Predictive Structures in Relational Data Using Multiple Instance Learning}, booktitle = {Machine Learning, Proceedings of the Twentieth International Conference {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}}, pages = {528--535}, publisher = {{AAAI} Press}, year = {2003}, url = {http://www.aaai.org/Library/ICML/2003/icml03-070.php}, timestamp = {Mon, 22 Aug 2016 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/McGovernJ03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/McGovernMB02, author = {Amy McGovern and J. Eliot B. Moss and Andrew G. Barto}, title = {Building a Basic Block Instruction Scheduler with Reinforcement Learning and Rollouts}, journal = {Mach. Learn.}, volume = {49}, number = {2-3}, pages = {141--160}, year = {2002}, url = {https://doi.org/10.1023/A:1017976211990}, doi = {10.1023/A:1017976211990}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/McGovernMB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sara/McGovern02, author = {Amy McGovern}, editor = {Sven Koenig and Robert C. Holte}, title = {Autonomous Discovery of Abstractions through Interaction with an Environment}, booktitle = {Abstraction, Reformulation and Approximation, 5th International Symposium, {SARA} 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2371}, pages = {338--339}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-45622-8\_34}, doi = {10.1007/3-540-45622-8\_34}, timestamp = {Tue, 14 May 2019 10:00:38 +0200}, biburl = {https://dblp.org/rec/conf/sara/McGovern02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/McGovernB01, author = {Amy McGovern and Andrew G. Barto}, editor = {Carla E. Brodley and Andrea Pohoreckyj Danyluk}, title = {Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density}, booktitle = {Proceedings of the Eighteenth International Conference on Machine Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June 28 - July 1, 2001}, pages = {361--368}, publisher = {Morgan Kaufmann}, year = {2001}, timestamp = {Wed, 27 Nov 2002 10:53:35 +0100}, biburl = {https://dblp.org/rec/conf/icml/McGovernB01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/agents/HofmannMW98, author = {Martin O. Hofmann and Amy McGovern and Kenneth R. Whitebread}, editor = {Katia P. Sycara and Michael J. Wooldridge}, title = {Mobile Agents on the Digital Battlefield}, booktitle = {Proceedings of the Second International Conference on Autonomous Agents, {AGENTS} 1998, St. Paul, Minnepolis, USA, May 9-13, 1998}, pages = {219--225}, publisher = {{ACM}}, year = {1998}, url = {https://doi.org/10.1145/280765.280805}, doi = {10.1145/280765.280805}, timestamp = {Fri, 26 Apr 2019 14:26:42 +0200}, biburl = {https://dblp.org/rec/conf/agents/HofmannMW98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/McGovernM98, author = {Amy McGovern and J. Eliot B. Moss}, editor = {Michael J. Kearns and Sara A. Solla and David A. Cohn}, title = {Scheduling Straight-Line Code Using Reinforcement Learning and Rollouts}, booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference, Denver, Colorado, USA, November 30 - December 5, 1998]}, pages = {903--909}, publisher = {The {MIT} Press}, year = {1998}, url = {http://papers.nips.cc/paper/1557-scheduling-straight-line-code-using-reinforcement-learning-and-rollouts}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/McGovernM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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