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Volumn 3, Issue , 2010, Pages 212-215

A clustering-based KNN improved algorithm CLKNN for text classification

Author keywords

Clustering; KNN; Text classification

Indexed keywords

BOUNDARY TESTING; DOCUMENT CLASSIFICATION; DYNAMIC ADJUSTMENT; IMPROVED ALGORITHM; K-NEAREST NEIGHBORS; K-NN ALGORITHM; K-NN CLASSIFIER; NONPARAMETRIC CLASSIFICATION; TEXT CLASSIFICATION; TRAINING DATA; TRAINING SAMPLE;

EID: 77953040324     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CAR.2010.5456668     Document Type: Conference Paper
Times cited : (39)

References (11)
  • 1
    • 2942565676 scopus 로고    scopus 로고
    • A Density-Based Method for Reducing the Amount of Training Data in KNN Text Classification
    • Rong-Lu Li, Yun-Fa Hu,A Density-Based Method for Reducing the Amount of Training Data in KNN Text Classification. Journal of Computer Research and Development ,Vol.41No.4,2004,pp.539-546
    • (2004) Journal of Computer Research and Development , vol.41 , Issue.4 , pp. 539-546
    • Li, R.-L.1    Hu, Y.-F.2
  • 2
    • 33644946455 scopus 로고    scopus 로고
    • K-Nearest Neighbor Classification Based on Semantic Distance
    • Li Yang, Chun Zuo, Yu-Guo Wang,K-Nearest Neighbor Classification Based on Semantic Distance. Journal of Software,Vol.16, No.12, 2005, pp.2054-2062
    • (2005) Journal of Software , vol.16 , Issue.12 , pp. 2054-2062
    • Yang, L.1    Zuo, C.2    Wang, Y.-G.3
  • 3
    • 70249115060 scopus 로고    scopus 로고
    • A New KNN Classification Approach
    • Zhu-Ying Zhang, Yu-Long Huang, Han-Hu Wang,A New KNN Classification Approach. Computer Science, Vol.35,No .3,2008, pp.170-172
    • (2008) Computer Science , vol.35 , Issue.3 , pp. 170-172
    • Zhang, Z.-Y.1    Huang, Y.-L.2    Wang, H.-H.3
  • 5
    • 84949950595 scopus 로고    scopus 로고
    • Text categorization using weight adjusted k-nearest neighbor classification
    • Chenng D, Williams GJ, Li Q, eds.
    • Han EH, Karypis G, Kumar V,Text categorization using weight adjusted k-nearest neighbor classification.In: Chenng D, Williams GJ, Li Q, eds.Proc.of the 5th Pacific-Asia Conf..Springer,Verlag,2001. pp.53-65
    • Proc.of the 5th Pacific-Asia Conf..Springer,Verlag,2001 , pp. 53-65
    • Han, E.H.1    Karypis, G.2    Kumar, V.3
  • 7
    • 19644382947 scopus 로고    scopus 로고
    • Text classification used KNN algorithm
    • Ning Zhang,Zi-Yan Jia, Zhong-Zhi Shi,Text classification used KNN algorithm. Computer Engineering,Vol.31,No. 8, 2005,pp.171-173
    • (2005) Computer Engineering , vol.31 , Issue.8 , pp. 171-173
    • Zhang, N.1    Jia, Z.-Y.2    Shi, Z.-Z.3
  • 8
    • 0002542108 scopus 로고    scopus 로고
    • An Evaluation of Statistical Approaches to Text Categorization
    • Mi-Ming Yang,An Evaluation of Statistical Approaches to Text Categorization. Information Retrieval ,Vol.1, No.1,1997,pp.76-88
    • (1997) Information Retrieval , vol.1 , Issue.1 , pp. 76-88
    • Yang, M.-M.1
  • 9
    • 77953065739 scopus 로고    scopus 로고
    • open platform
    • Chinese Natural Language Processing(CNLP) open platform, http://www.nlp.org.cn/docs/doclist.php?cat-id=16&type=15
  • 11
    • 77953050335 scopus 로고    scopus 로고
    • Fast and Effective Text Mining Using Linear-time Document Clustering
    • Bjornar Larsen, Chinatsu Aone ,Fast and Effective Text Mining Using Linear-time Document Clustering.KDD-99 San Diego CA USA,1999
    • KDD-99 San Diego CA USA,1999
    • Larsen, B.1    Aone, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.