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143
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
In this paper we redefine and generalize the classic k-nearest neighbors (k-NN) voting rule in a Bayesian maximum-a-posteriori (MAP) framework. Therefore, annotated examples are u...
140
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EMNLP
2009
15 years 2 months ago
2009
Jointly parsing two languages has been shown to improve accuracies on either or both sides. However, its search space is much bigger than the monolingual case, forcing existing ap...
165
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EXACT
2009
15 years 2 months ago
2009
This paper addresses the issue of the explanation of the result given to the end-user by a classifier, when it is used as a decision support system. We consider machine learning cl...
159
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HCI
2009
15 years 2 months ago
2009
Social annotation systems such as SparTag.us and del.icio.us have been designed to encourage individual reading and marking behaviors that, when shared, accumulate to build collect...
140
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ICMCS
2009
IEEE
15 years 2 months ago
2009
IEEE
In this paper we develop a recommendation framework to connect image content with communities in online social media. The problem is important because users are looking for useful...