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Clustering, as a part of the Data Mining field, has been in the center of the research attention for the last decade. It is the task of finding subsets of data that are sharing the same type of attributes. Text Clustering becomes one of the most critical and important solutions in data mining to discover knowledge from fast grow up web data and log files. There are many challenges, algorithms needs...
This paper proposes a novel hierarchical speaker identification method to save the speaker identification and training time, viz. First is to get a coarse decision by a fast scan all registered speakers using PCA classifier to found M possible target speakers; then is to get a final decision by the proposed Multi-Reduced Support Vector Machine (MRSVM). And the MRSVM has two reduction steps to reduce...
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