دنبال کردن
Amy McGovern
عنوان
نقل شده توسط
نقل شده توسط
سال
Automatic discovery of subgoals in reinforcement learning using diverse density‏
A McGovern, AG Barto‏
ICML 1, 361-368, 2001‏
6682001
Making the black box more transparent: Understanding the physical implications of machine learning‏
A McGovern, R Lagerquist, D John Gagne, GE Jergensen, KL Elmore, ...‏
Bulletin of the American Meteorological Society 100 (11), 2175-2199, 2019‏
5012019
Using artificial intelligence to improve real-time decision-making for high-impact weather‏
A McGovern, KL Elmore, DJ Gagne, SE Haupt, CD Karstens, R Lagerquist, ...‏
Bulletin of the American Meteorological Society 98 (10), 2073-2090, 2017‏
4672017
Storm-based probabilistic hail forecasting with machine learning applied to convection-allowing ensembles‏
DJ Gagne, A McGovern, SE Haupt, RA Sobash, JK Williams, M Xue‏
Weather and forecasting 32 (5), 1819-1840, 2017‏
2082017
Identifying predictive multi-dimensional time series motifs: an application to severe weather prediction‏
A McGovern, DH Rosendahl, RA Brown, KK Droegemeier‏
Data Mining and Knowledge Discovery 22, 232-258, 2011‏
1622011
Roles of macro-actions in accelerating reinforcement learning‏
A McGovern, RS Sutton, AH Fagg‏
Grace Hopper celebration of women in computing 1317, 15, 1997‏
1391997
Autonomous discovery of temporal abstractions from interaction with an environment‏
EA Mcgovern‏
University of Massachusetts Amherst, 2002‏
1302002
Deep learning for spatially explicit prediction of synoptic-scale fronts‏
R Lagerquist, A McGovern, DJ Gagne II‏
Weather and Forecasting 34 (4), 1137-1160, 2019‏
1192019
Machine learning for real-time prediction of damaging straight-line convective wind‏
R Lagerquist, A McGovern, T Smith‏
Weather and Forecasting 32 (6), 2175-2193, 2017‏
1142017
Deep learning on three-dimensional multiscale data for next-hour tornado prediction‏
R Lagerquist, A McGovern, CR Homeyer, DJ Gagne II, T Smith‏
Monthly Weather Review 148 (7), 2837-2861, 2020‏
1112020
Machine learning enhancement of storm-scale ensemble probabilistic quantitative precipitation forecasts‏
DJ Gagne, A McGovern, M Xue‏
Weather and Forecasting 29 (4), 1024-1043, 2014‏
952014
Why we need to focus on developing ethical, responsible, and trustworthy artificial intelligence approaches for environmental science‏
A McGovern, I Ebert-Uphoff, DJ Gagne II, A Bostrom‏
Environmental Data Science 1, e6, 2022‏
912022
Macro-actions in reinforcement learning: An empirical analysis‏
A McGovern, RS Sutton‏
861998
Outlook for exploiting artificial intelligence in the earth and environmental sciences‏
SA Boukabara, V Krasnopolsky, SG Penny, JQ Stewart, A McGovern, ...‏
Bulletin of the American Meteorological Society 102 (5), E1016-E1032, 2021‏
782021
A machine learning tutorial for operational meteorology. Part I: Traditional machine learning‏
RJ Chase, DR Harrison, A Burke, GM Lackmann, A McGovern‏
Weather and Forecasting 37 (8), 1509-1529, 2022‏
742022
Classification of convective areas using decision trees‏
DJ Gagne, A McGovern, J Brotzge‏
Journal of Atmospheric and Oceanic Technology 26 (7), 1341-1353, 2009‏
742009
Exploiting relational structure to understand publication patterns in high-energy physics‏
A McGovern, L Friedland, M Hay, B Gallagher, A Fast, J Neville, D Jensen‏
Acm Sigkdd Explorations Newsletter 5 (2), 165-172, 2003‏
732003
Classifying convective storms using machine learning‏
GE Jergensen, A McGovern, R Lagerquist, T Smith‏
Weather and Forecasting 35 (2), 537-559, 2020‏
682020
Calibration of machine learning–based probabilistic hail predictions for operational forecasting‏
A Burke, N Snook, DJ Gagne II, S McCorkle, A McGovern‏
Weather and Forecasting 35 (1), 149-168, 2020‏
672020
Evaluating knowledge to support climate action: A framework for sustained assessment. Report of an independent advisory committee on applied climate assessment‏
RH Moss, S Avery, K Baja, M Burkett, AM Chischilly, J Dell, PA Fleming, ...‏
Weather, Climate, and Society 11 (3), 465-487, 2019‏
662019
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مقاله‌ها 1–20