712 search results - page 53 / 143 » Pruning Training Sets for Learning of Object Categories |
189
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JMLR
2006
15 years 5 months ago
2006
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...
148
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FLAIRS
2008
15 years 7 months ago
2008
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...
160
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SIGIR
2008
ACM
15 years 5 months ago
2008
ACM
Collaborative Filtering (CF) requires user-rated training examples for statistical inference about the preferences of new users. Active learning strategies identify the most infor...
126
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AAAI
2008
15 years 7 months ago
2008
We consider the problem of grasping novel objects in cluttered environments. If a full 3-d model of the scene were available, one could use the model to estimate the stability and...
156
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AAAI
2007
15 years 7 months ago
2007
Assessing recovery from stroke has been so far a time consuming procedure in which highly trained clinicians are required. This paper proposes a mechatronic platform which measure...