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《Journal of Dongguan University of Technology》 2007-01
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Support Vector Machine and Its Application in Natural Language Processing

YU Ying (Software Collese,Dongguan University of Technology,Dongguan 523808,China)  
Support Vector Machine (SVM),a new machine learning method based on Statistical Learning Theory (SLT),has revealed its extensive application vistas and significance of research because of its excellent learning performance and unique advantage.General picture and development in the domain of SLT and SVM are reviewed,actuality of research on SVM is introduced and SVM methods for Chinese proper noun recognition problem in the domain of NLP ( Natural Language Processing ) is presented with great emphasis in this paper.
【CateGory Index】: TP18
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【Citations】
Chinese Journal Full-text Database 3 Hits
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【Co-citations】
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1 FENG Xue-jun (School of Computer and Information Science,Anqing Teachers college,Anqing 246133,China);Research and Application of LS-SVM[J];Journal of Anqing Teachers College(Natural Science Edition);2009-01
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1 LI Yawei~a CHEN Shouyu~a XU Dawei~b a School of Civil and Hydraulic Engineering; b 21~(st) Century Development Research Center Dalian University of Technology,Dalian 116024,China;The Support Vector Machine Technique for Concrete Adherence Strength Prediction[A];[C];2005
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