| Pruning adaptive boosting DD Margineantu, TG Dietterich ICML 97, 211-218, 1997 | 821 | 1997 |
| System and method for controlling swarm of remote unmanned vehicles through human gestures P Murray, JJ Troy, CA Erignac, RH Wojcik, DJ Finton, DD Margineantu US Patent 8,214,098, 2012 | 132 | 2012 |
| Bootstrap methods for the cost-sensitive evaluation of classifiers DD Margineantu, TG Dietterich | 112 | 2000 |
| Active cost-sensitive learning DD Margineantu IJCAI 5, 1622-1623, 2005 | 89 | 2005 |
| Class probability estimation and cost-sensitive classification decisions DD Margineantu European Conference on Machine Learning, 270-281, 2002 | 87 | 2002 |
| Improved Class Probability DD Margineantu Nonlinear Estimation and Classification 171, 173, 2013 | 74* | 2013 |
| Improved class probability estimates from decision tree models DD Margineantu, TG Dietterich Nonlinear Estimation and Classification, 173-188, 2003 | 74 | 2003 |
| Methods for cost-sensitive learning DD Margineantu | 61 | 2001 |
| On class probability estimates and cost-sensitive evaluation of classifiers D Margineantu Workshop Notes, Workshop on Cost-Sensitive Learning, International …, 2000 | 31 | 2000 |
| Learning decision trees for loss minimization in multi-class problems DD Margineantu, TG Dietterich | 27 | 1999 |
| Machine learning algorithms for event detection D Margineantu, WK Wong, D Dash Machine Learning 79 (3), 257, 2010 | 26 | 2010 |
| Data mining methods for anomaly detection kdd-2005 workshop report D Margineantu, S Bay, P Chan, T Lane ACM SIGKDD Explorations Newsletter 7 (2), 132-136, 2005 | 23 | 2005 |
| Automated fire and smoke detection, isolation, and recovery GR Gershzohn, DJ Finton, O Kipersztok, DD Margineantu US Patent 8,322,658, 2012 | 21 | 2012 |
| When does imbalanced data require more than cost-sensitive learning D Margineantu Proceedings of the AAAI’2000 Workshop on Learning from Imbalanced Data Sets …, 2000 | 20 | 2000 |
| Learning to predict channel stability using biogeomorphic features SL Moret, WT Langford, DD Margineantu Ecological Modelling 191 (1), 47-57, 2006 | 17 | 2006 |
| Building ensembles of classifiers for loss minimization D Margineantu Computing Science and Statistics, 190-194, 1999 | 15 | 1999 |
| System, Method, and Computer Readable Medium for Autonomous Airport Runway Navigation S Dame, DD Margineantu, NS Evans, TC Staudinger, BK Rupnik, ... US Patent App. 16/039,490, 2020 | 8 | 2020 |
| XPlane-ML-an Environment for Learning and Decision Systems for Airplane Operations TC Staudinger, ZD Jorgensen, DD Margineantu | 6 | 2018 |
| Methods and systems for processing natural language for machine learning T Singliar, WR Murray, RE Cranfill, DD Margineantu US Patent 9,418,059, 2016 | 5 | 2016 |
| A wrapper method for cost-sensitive learning via stratification D Margineantu, T Dietterich | 5 | 2003 |
