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Volumn 5, Issue 4, 2012, Pages 506-520

Extracting Hierarchies from Data Clusters for Better Classification

Author keywords

Clustering; Hierarchical classification; Multi label classification

Indexed keywords

CLUSTERING; DATA CLUSTERS; FALSE NEGATIVES; FALSE POSITIVE; HIERARCHICAL CLASSIFICATION; INTERMEDIATE NODE; MULTI-LABEL CLASSIFICATIONS; STOPPING CRITERIA;

EID: 84872693448     PISSN: None     EISSN: 19994893     Source Type: Journal    
DOI: 10.3390/a5040506     Document Type: Article
Times cited : (2)

References (20)
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    • Weigend, A.S.1    Wiener, E.D.2    Pedersen, J.O.3
  • 12
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    • Gao, B.; Liu, T.Y.; Feng, G.; Qin, T.; Cheng, Q.S.; Ma, W.Y. Hierarchical taxonomy preparation for text categorization using consistent bipartite spectral graph copartitioning. IEEE Trans. Knowl. Data Eng. 2005, 17, 1263-1273.
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , pp. 1263-1273
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    • (2007) J. Intell. Inf. Syst. , vol.29 , pp. 211-230
    • Li, T.1    Zhu, S.2    Ogihara, M.3
  • 17
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    • Multi-Label classification and extracting predicted class hierarchies
    • Brucker, F.; Benites, F.; Sapozhnikova, E. Multi-Label classification and extracting predicted class hierarchies. Pattern Recognit. 2011, 44, 724-738.
    • (2011) Pattern Recognit , vol.44 , pp. 724-738
    • Brucker, F.1    Benites, F.2    Sapozhnikova, E.3
  • 18
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    • Decision tree grafting from the all-tests-but-one partition
    • Stockholm, Sweden, 31 July-6 August 1999; Morgan Kaufmann Publishers Inc.: San Francisco, CA, USA
    • Webb, G.I. Decision tree grafting from the all-tests-but-one partition. In Proceedings of the 16th International Joint Conference on Artificial Intelligence-Volume 2, Stockholm, Sweden, 31 July-6 August 1999; Morgan Kaufmann Publishers Inc.: San Francisco, CA, USA, 1999; pp. 702-707.
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  • 19
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    • Machine Learning & Knowledge Discovery Group Home Page
    • Machine Learning & Knowledge Discovery Group Home Page. Available online: http://mlkd.csd.auth.gr/multilabel.html (accessed on 22 October 2012).
    • (2012)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.