메뉴 건너뛰기




Volumn , Issue , 2010, Pages 2881-2884

Multi-class pattern classification in imbalanced data

Author keywords

Ensemble learning; Imbalanced class problem; Multi class classification

Indexed keywords

DATA SETS; ENSEMBLE LEARNING; IMBALANCED CLASS; IMBALANCED DATA; MULTI-CLASS; MULTI-CLASS CLASSIFICATION; NEW APPROACHES; REAL WORLD DOMAIN; RELATIONAL DATA; RELATIONAL TECHNIQUES; TRAINING EXAMPLE;

EID: 78149474114     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.706     Document Type: Conference Paper
Times cited : (40)

References (10)
  • 1
    • 0029183827 scopus 로고
    • Efficient classification for multiclass problems using modular neural networks
    • Jan
    • R. Anand, K. Mehrotra, C. Mohan, and S. Ranka, "Efficient classification for multiclass problems using modular neural networks," Neural Networks, IEEE Transactions on, vol. 6, no. 1, pp. 117-124, Jan 1995.
    • (1995) Neural Networks, IEEE Transactions on , vol.6 , Issue.1 , pp. 117-124
    • Anand, R.1    Mehrotra, K.2    Mohan, C.3    Ranka, S.4
  • 2
    • 0032355984 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • T. Hastie and R. Tibshirani, "Classification by pairwise coupling," The Annals of Statistics, vol. 26, no. 2, pp. 451-471, 1998.
    • (1998) The Annals of Statistics , vol.26 , Issue.2 , pp. 451-471
    • Hastie, T.1    Tibshirani, R.2
  • 4
    • 33845536164 scopus 로고    scopus 로고
    • The class imbalance problem: A systematic study
    • N. Japkowicz and S. Stephen, "The class imbalance problem: A systematic study," Intell. Data Anal., vol. 6, no. 5, pp. 429-449, 2002.
    • (2002) Intell. Data Anal. , vol.6 , Issue.5 , pp. 429-449
    • Japkowicz, N.1    Stephen, S.2
  • 5
    • 77957947784 scopus 로고    scopus 로고
    • Learning in Imbalanced Relational Data
    • IEEE Computer Society, December
    • A. S. Ghanem, S. Venkatesh, and G. West, "Learning in Imbalanced Relational Data," in Proc. ICPR. IEEE Computer Society, December 2008.
    • (2008) Proc. ICPR
    • Ghanem, A.S.1    Venkatesh, S.2    West, G.3
  • 6
    • 84880688943 scopus 로고    scopus 로고
    • Learning Probabilistic Relational Models
    • San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.
    • N. Friedman, L. Getoor, D. Koller, and A. Pfeffer, "Learning Probabilistic Relational Models," in Proc. IJCAI. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc., 1999, pp. 1300-1309.
    • (1999) Proc. IJCAI , pp. 1300-1309
    • Friedman, N.1    Getoor, L.2    Koller, D.3    Pfeffer, A.4
  • 8
    • 33749240206 scopus 로고    scopus 로고
    • Multi-class pattern classification using neural networks
    • G. Ou and Y. L. Murphey, "Multi-class pattern classification using neural networks," Pattern Recognition, vol. 40, no. 1, pp. 4-18, 2007.
    • (2007) Pattern Recognition , vol.40 , Issue.1 , pp. 4-18
    • Ou, G.1    Murphey, Y.L.2
  • 9
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to roc analysis
    • T. Fawcett, "An introduction to roc analysis," Pattern Recogn. Lett, vol. 27, no. 8, pp. 861-874, 2006.
    • (2006) Pattern Recogn. Lett , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, T.1
  • 10
    • 0041992571 scopus 로고    scopus 로고
    • Well-trained PETs: Improving probability estimation trees
    • Stern School of Business, New York University, NYU, NY 10012
    • F. Provost and P. Domingos, "Well-trained PETs: Improving probability estimation trees. CDER Working Paper 2000-04-1S, Stern School of Business, New York University, NYU, NY 10012," 2000.
    • (2000) CDER Working Paper 2000-04-1S
    • Provost, F.1    Domingos, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.