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» On the monotonization of the training set
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85
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AAAI
2008
15 years 3 months ago
Computational Influence for Training and Entertainment
2) a set of abstract drama manager; 3) a model of player response to drama manager actions; and 4) an author-specified evaluation function. The drama manager's task is to sele...
David L. Roberts
FLAIRS
1998
15 years 2 months ago
Interactively Training Pixel Classifiers
Manual generation of training examples for supervised learning is an expensive process. One way to reduce this cost is to produce training instances that are highly informative. T...
Justus H. Piater, Edward M. Riseman, Paul E. Utgof...
97
Voted
FLAIRS
2010
14 years 10 months ago
Game Based Training for Fighter Pilots
How could computer games be used to augment training for fighter pilots? This paper is aimed at providing one answer to this research question. Three current methods of training f...
Jeremy Ludwig, Robert Richards, Jeff Lovelace
94
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ICML
2004
IEEE
16 years 1 months ago
Improving SVM accuracy by training on auxiliary data sources
The standard model of supervised learning assumes that training and test data are drawn from the same underlying distribution. This paper explores an application in which a second...
Pengcheng Wu, Thomas G. Dietterich
97
Voted
EMNLP
2010
14 years 10 months ago
Negative Training Data Can be Harmful to Text Classification
This paper studies the effects of training data on binary text classification and postulates that negative training data is not needed and may even be harmful for the task. Tradit...
Xiaoli Li, Bing Liu, See-Kiong Ng