8381 search results - page 1328 / 1677 » The security of machine learning |
174
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IUI
2005
ACM
16 years 9 days ago
2005
ACM
We describe a method for predicting user intentions as part of a human-robot interface. In particular, we show that funnels, i.e., geometric objects that partition the input space...
143
Voted
KCAP
2005
ACM
16 years 9 days ago
2005
ACM
Among the variety of alignment approaches (e.g., using machine learning, subsumption computation, formal concept analysis, etc.) similarity-based ones rely on a quantitative asses...
156
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AIRS
2005
Springer
16 years 9 days ago
2005
Springer
In this paper, we propose new photo categorization which is suitable for a home photo album. To enhance the categorization, both local and global concepts of the photos are modeled...
193
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CEAS
2005
Springer
16 years 9 days ago
2005
Springer
This paper explores the use of the naive Bayes classifier as the basis for personalised spam filters. Several machine learning algorithms, including variants of naive Bayes, hav...
153
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COLT
2005
Springer
16 years 9 days ago
2005
Springer
We present a new generalization bound where the use of unlabeled examples results in a better ratio between training-set size and the resulting classifier’s quality and thus red...