| 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 | 277 | 2010 |
| 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 | 201 | 2007 |
| 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 | 201 | 2006 |
| 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 | 88 | 2010 |
| A study on the importance of and time spent on different modeling steps MA Munson ACM SIGKDD Explorations Newsletter 13 (2), 65-71, 2012 | 79 | 2012 |
| On feature selection, bias-variance, and bagging MA Munson, R Caruana Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009 | 73 | 2009 |
| 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 | 55 | 2006 |
| 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 | 50 | 2011 |
| The eBird reference dataset, version 3.0 MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ... Ithaca, NY, 2011 | 35 | 2011 |
| The eBird Reference Dataset, Version 3.0 MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ... | 35 | 2009 |
| 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 | 35 | 2009 |
| Optimizing to arbitrary NLP metrics using ensemble selection A Munson, C Cardie, R Caruana Proceedings of Human Language Technology Conference and Conference on …, 2005 | 25 | 2005 |
| The eBird reference dataset MA Munson, K Webb, D Sheldon, D Fink, WM Hochachka, M Iliff, ... Version 4 (0), 1-11, 2012 | 19 | 2012 |
| Deep PDF parsing to extract features for detecting embedded malware JS Cross, MA Munson Technical Report SAND2011-7982, Sandia National Laboratories, 2011 | 18 | 2011 |
| Cluster Ensembles for Network Anomaly Detection A Munson, R Caruana Cornell University, 2006 | 6 | 2006 |
| 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 | 5 | 2014 |
| Reframing Threat Detection: Inside esINSIDER MA Munson, J Kichen, D Hillard, A Fidler, P Zatko arXiv preprint arXiv:1904.03584, 2019 | 3 | 2019 |
| 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 | 2 | 2010 |
| 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 | 1 | 2009 |
Daniel FinkCornell Lab of OrnithologyVerified email at cornell.edu
