메뉴 건너뛰기




Volumn 6291 LNAI, Issue , 2010, Pages 459-469

The impact of latency on online classification learning with concept drift

Author keywords

CD3; Classification; Concept Drift; Data stream; ELISE; Example life cycle; Latency; Online Learning

Indexed keywords

CD3; CLASSIFICATION; CONCEPT DRIFTS; DATA STREAM; ELISE; LATENCY; ONLINE LEARNING;

EID: 78049404804     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15280-1_42     Document Type: Conference Paper
Times cited : (34)

References (7)
  • 1
    • 37749050180 scopus 로고    scopus 로고
    • Dynamic weighted majority: An ensemble method for drifting concepts
    • Kolter, J. Z., Maloof, M. A.: Dynamic Weighted Majority: An ensemble method for drifting concepts. Journal of Machine Learning Research 8, 2755-2790 (2007)
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 2755-2790
    • Kolter, J.Z.1    Maloof, M.A.2
  • 3
    • 49749130418 scopus 로고    scopus 로고
    • On appropriate assumptions to mine data streams: Analysis and practice
    • Perner, P. ed., Springer, Heidelberg
    • Gao, J., Fan, W., Han, J.: On appropriate assumptions to mine data streams: Analysis and practice. In: Perner, P. (ed.) ICDM 2007. LNCS (LNAI), vol. 4597, pp. 143-152. Springer, Heidelberg (2007)
    • (2007) ICDM 2007. LNCS (LNAI) , vol.4597 , pp. 143-152
    • Gao, J.1    Fan, W.2    Han, J.3
  • 4
    • 33749559199 scopus 로고    scopus 로고
    • Suppressing model over-fitting in mining conceptdrifting data streams
    • August 20-23
    • Wang, H., Yin, J., Pei, J., Yu, P., Yu, J.: Suppressing model over-fitting in mining conceptdrifting data streams. In: Proc. KDD 2006, Philadelphia, August 20-23, pp. 736-741 (2006)
    • (2006) Proc. KDD 2006, Philadelphia , pp. 736-741
    • Wang, H.1    Yin, J.2    Pei, J.3    Yu, P.4    Yu, J.5
  • 6
    • 34547874572 scopus 로고    scopus 로고
    • Structure and majority classes in decision tree learning
    • Hickey, R. J.: Structure and Majority Classes in Decision Tree Learning. Journal of Machine Learning 8, 1747-1768 (2007)
    • (2007) Journal of Machine Learning , vol.8 , pp. 1747-1768
    • Hickey, R.J.1
  • 7
    • 0013224752 scopus 로고    scopus 로고
    • Maintaining the performance of a learned classifier under concept drift
    • Black, M., Hickey, R. J.: Maintaining the performance of a learned classifier under concept drift. Intelligent Data Analysis 3, 453-474 (1999)
    • (1999) Intelligent Data Analysis , vol.3 , pp. 453-474
    • Black, M.1    Hickey, R.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.