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Delivering clinic information of patient at the point-of-care to physicians is critical to increase the quality of healthcare services, especially in emergency departments of hospitals. However, since that medical records and clinic data are distributed in different hospitals, it is sometimes difficult to collect clinic data of patient ubiquitously in case of urgency. In order to support the ubiquitous...
This paper presents a new algorithm of Web page classification, CUCS(Combined UC and SVM), for large training set. CUCS combines the advantages of SVM (Support Vector Machine) and UC (Unsupervised Clustering), achieving high precision and fast speed. In the training stage, CUCS gets clustering centers, which include positive example centers and negative ones, by means of UC. Then CUCS prunes training...
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