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Volumn 5476 LNAI, Issue , 2009, Pages 363-375

A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ERRORS; DATA CHUNKS; DATA STREAM; ENSEMBLE CLASSIFIERS; ENSEMBLE TECHNIQUES; STREAM CLASSIFICATION; SYNTHETIC DATA;

EID: 67650668430     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01307-2_34     Document Type: Conference Paper
Times cited : (38)

References (17)
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    • Mining high-speed data streams
    • Boston, MA, USA, ACM Press, New York
    • Domingos, P., Hulten, G.: Mining high-speed data streams. In: Proc. ACM SIGKDD, Boston, MA, USA, pp. 71-80. ACM Press, New York (2000)
    • (2000) Proc. ACM SIGKDD , pp. 71-80
    • Domingos, P.1    Hulten, G.2
  • 3
    • 77952415079 scopus 로고    scopus 로고
    • Mining concept-drifting data streams using ensemble classifiers
    • Washington,DC, USA
    • Wang, H., Fan, W., Yu, P.S., Han, J.: Mining concept-drifting data streams using ensemble classifiers. In: Proc. SIGKDD,Washington, DC, USA, pp. 226-235 (2003)
    • (2003) Proc. SIGKDD , pp. 226-235
    • Wang, H.1    Fan, W.2    Yu, P.S.3    Han, J.4
  • 5
    • 0346457323 scopus 로고    scopus 로고
    • Boat-optimistic decision tree construction
    • Philadelphia, PA, USA
    • Gehrke, J., Ganti, V., Ramakrishnan, R., Loh, W.: Boat-optimistic decision tree construction. In: Proc. ACM SIGMOD, Philadelphia, PA, USA, pp. 169-180 (1999)
    • (1999) Proc. ACM SIGMOD , pp. 169-180
    • Gehrke, J.1    Ganti, V.2    Ramakrishnan, R.3    Loh, W.4
  • 6
    • 0035789299 scopus 로고    scopus 로고
    • Mining time-changing data streams
    • San Francisco, CA, USA
    • Hulten, G., Spencer, L., Domingos, P.: Mining time-changing data streams. In: Proc. ACM SIGKDD, San Francisco, CA, USA, pp. 97-106 (2001)
    • (2001) Proc. ACM SIGKDD , pp. 97-106
    • Hulten, G.1    Spencer, L.2    Domingos, P.3
  • 7
    • 77952642202 scopus 로고
    • Incremental induction of decision trees
    • Utgoff, P.E.: Incremental induction of decision trees. Machine Learning 4, 161-186 (1989)
    • (1989) Machine Learning 4 , pp. 161-186
    • Utgoff, P.E.1
  • 11
    • 0030365938 scopus 로고    scopus 로고
    • Error correlation and error reduction in ensemble classifiers
    • Tumer, K., Ghosh, J.: Error correlation and error reduction in ensemble classifiers. Connection Science 8(304), 385-403 (1996)
    • (1996) Connection Science , vol.8 , Issue.304 , pp. 385-403
    • Tumer, K.1    Ghosh, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.