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ACL
2006
15 years 5 months ago
2006
We introduce the possibility of combining lexical association measures and present empirical results of several methods employed in automatic collocation extraction. First, we pre...
124
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ESANN
2004
15 years 5 months ago
2004
FAMR (Fuzzy ARTMAP with Relevance factor) is a FAM (Fuzzy ARTMAP) neural network used for classification, probability estimation [3], [2], and function approximation [4]. FAMR uses...
137
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DMIN
2006
15 years 5 months ago
2006
- An ideal ensemble is composed of base classifiers that perform well and that have minimal overlap in their errors. Eliminating classifiers from an ensemble based on a criterion t...
103
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EMNLP
2006
15 years 5 months ago
2006
Complex tasks like question answering need to be able to identify events in text and the relations among those events. We show that this event identification task and a related ta...
108
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ESANN
2006
15 years 5 months ago
2006
The use of modified Real Adaboost ensembles by applying weighted emphasis on erroneous and critical (near the classification boundary) has been shown to lead to improved designs, ...