P03-1042 empirically evaluate the UCC values of collaborative bootstrapping . We also investigated the relationship
P03-1042 improve the performance of existing collaborative bootstrapping algorithms . In the algorithm
P03-1042 performances can be achieved in collaborative bootstrapping . Definition 6 The two classifiers
P03-1042 performances of the classifiers in collaborative bootstrapping . Here , the uncertainty of a
P03-1042 for enhancing the performance of collaborative bootstrapping . It proposes a new measure for
P03-1042 it proposes a new algorithm of collaborative bootstrapping on the basis of uncertainty reduction
P03-1042 We consider here the problem of collaborative bootstrapping . It includes co-training ( Blum
P03-1042 certainty Reduction We consider the collaborative bootstrapping prob - lem . Let X denote a set
P03-1042 bootstrapping are two examples of collaborative bootstrapping . In co-training , the two collaborating
P04-1074 furthermore , a heterogeneous collaborative bootstrapping technique for smoothing is presented
P03-1042 uncertainty reduction is the essence of collaborative bootstrapping , which includes both co-training
P04-1074 then combine the results by the Collaborative Bootstrapping ( CB ) technique which is used
P03-1042 the two classifiers h1 and h2 in collaborative bootstrapping , the uncertainty reduction of
P03-1042 uncertainty reduction in the study of collaborative bootstrapping ( both co-training and bilingual
P03-1042 indicate that our new algorithm for collaborative bootstrapping performs significantly better
P03-1042 collaborative boot - strapping . In collaborative bootstrapping , the more the uncertainty of
P04-1074 labeled data by taking advantage of collaborative bootstrapping ( CB ) techniques . In previous
P03-1042 to , in a general term , as ` collaborative bootstrapping ' . The paper indicates that
P03-1042 correlation of the two classifiers in collaborative bootstrapping and uses the measure in analysis
P03-1042 between the two classifiers in collaborative bootstrapping and refer to it as ` uncertainty
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