Dragos D Margineantu
Dragos D Margineantu
Boeing Research & Technology
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Pruning adaptive boosting
DD Margineantu, TG Dietterich
ICML 97, 211-218, 1997
6551997
Bootstrap methods for the cost-sensitive evaluation of classifiers
DD Margineantu, TG Dietterich
1062000
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
982012
Active cost-sensitive learning
DD Margineantu
IJCAI 5, 1622-1623, 2005
792005
Class probability estimation and cost-sensitive classification decisions
DD Margineantu
European Conference on Machine Learning, 270-281, 2002
762002
Improved class probability estimates from decision tree models
DD Margineantu, TG Dietterich
Nonlinear Estimation and Classification, 173-188, 2003
592003
Methods for cost-sensitive learning
DD Margineantu
552001
On class probability estimates and cost-sensitive evaluation of classifiers
D Margineantu
Workshop Notes, Workshop on Cost-Sensitive Learning, International …, 2000
272000
Learning decision trees for loss minimization in multi-class problems
DD Margineantu, TG Dietterich
261999
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
212005
Machine learning algorithms for event detection
D Margineantu, WK Wong, D Dash
Machine Learning 79 (3), 257, 2010
192010
Learning to predict channel stability using biogeomorphic features
SL Moret, WT Langford, DD Margineantu
Ecological Modelling 191 (1), 47-57, 2006
162006
Automated fire and smoke detection, isolation, and recovery
GR Gershzohn, DJ Finton, O Kipersztok, DD Margineantu
US Patent 8,322,658, 2012
152012
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
132000
Building ensembles of classifiers for loss minimization
D Margineantu
Computing Science and Statistics, 190-194, 1999
101999
A wrapper method for cost-sensitive learning via stratification
D Margineantu, T Dietterich
42003
Learning By Using Dynamic Feature Combination and Selection
DD Margineantu
diabetes 25 (27.83), 25.51-25.08, 1997
31997
XPlane-ML-an Environment for Learning and Decision Systems for Airplane Operations
TC Staudinger, ZD Jorgensen, DD Margineantu
22018
Methods and systems for processing natural language for machine learning
T Singliar, WR Murray, RE Cranfill, DD Margineantu
US Patent 9,418,059, 2016
22016
Methods and systems for estimating subject intent from surveillance
DD Margineantu, T Singliar
US Patent 8,756,177, 2014
12014
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