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M. Arthur Munson
M. Arthur Munson
Sandia National Labs
Verified email at esentire.com
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Cited by
Year
Spatiotemporal exploratory models for broad-scale survey data
D Fink, WM Hochachka, B Zuckerberg, DW Winkler, B Shaby, MA Munson, ...
Ecological Applications 20 (8), 2131-2147, 2010
2772010
Data‐Mining Discovery of Pattern and Process in Ecological Systems
WM Hochachka, R Caruana, D Fink, A Munson, M Riedewald, D Sorokina, ...
The Journal of Wildlife Management 71 (7), 2427-2437, 2007
2012007
Getting the most out of ensemble selection
R Caruana, A Munson, A Niculescu-Mizil
Data Mining, 2006. ICDM'06. Sixth International Conference on, 828-833, 2006
2002006
A method for measuring the relative information content of data from different monitoring protocols
MA Munson, R Caruana, D Fink, WM Hochachka, M Iliff, KV Rosenberg, ...
Methods in Ecology and Evolution 1 (3), 263-273, 2010
882010
A study on the importance of and time spent on different modeling steps
MA Munson
ACM SIGKDD Explorations Newsletter 13 (2), 65-71, 2012
782012
On feature selection, bias-variance, and bagging
MA Munson, R Caruana
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
732009
Mining citizen science data to predict prevalence of wild bird species
R Caruana, M Elhawary, A Munson, M Riedewald, D Sorokina, D Fink, ...
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
552006
COMET: A recipe for learning and using large ensembles on massive data
JD Basilico, MA Munson, TG Kolda, KR Dixon, WP Kegelmeyer
2011 IEEE 11th International Conference on Data Mining, 41-50, 2011
502011
The eBird reference dataset, version 3.0
MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ...
Ithaca, NY, 2011
352011
The eBird Reference Dataset, Version 3.0
MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ...
352009
The ebird reference dataset, version 1.0
MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ...
Cornell Lab of Ornithology and National Audubon Society, Ithaca, NY, 2009
352009
Optimizing to arbitrary NLP metrics using ensemble selection
A Munson, C Cardie, R Caruana
Proceedings of Human Language Technology Conference and Conference on …, 2005
252005
The eBird reference dataset
MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ...
Version 4 (0), 1-11, 2012
192012
Deep PDF parsing to extract features for detecting embedded malware
JS Cross, MA Munson
Technical Report SAND2011-7982, Sandia National Laboratories, 2011
172011
Cluster Ensembles for Network Anomaly Detection
A Munson, R Caruana
Cornell University, 2006
62006
The ebird reference dataset, version 2014
AM Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ...
Cornell Lab of Ornithology and National Audubon Society, Ithaca, NY, 2014
52014
Reframing Threat Detection: Inside esINSIDER
MA Munson, J Kichen, D Hillard, A Fidler, P Zatko
arXiv preprint arXiv:1904.03584, 2019
32019
Builtin vs. Auxiliary Detection of Extrapolation Risk
MA Munson, WP Kegelmeyer
3*
Outside The Machine Learning Blackbox: Supporting Analysts Before And After The Learning Algorithm
M Munson
22010
Obtaining New Insights for Biodiversity Conservation from Broad-Scale Citizen Science Data
S Kelling, D Fink, WM Hochachka, MJ Iliff, BL Sullivan, CL Wood, ...
Nature Publishing Group, 2009
12009
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