메뉴 건너뛰기




Volumn 6322 LNAI, Issue PART 2, 2010, Pages 35-50

NDPMine: Efficiently mining discriminative numerical features for pattern-based classification

Author keywords

Discriminative Pattern Mining; Pattern Based Classification; SVM

Indexed keywords

EFFICIENT ALGORITHM; MEMORY EFFICIENT; NUMERICAL FEATURES; ORDER OF MAGNITUDE; PATTERN MINING; PATTERN MINING ALGORITHMS; PATTERN-BASED CLASSIFICATION; SEARCH SPACES; SVM;

EID: 78049390686     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15883-4_3     Document Type: Conference Paper
Times cited : (16)

References (20)
  • 2
    • 34548741255 scopus 로고    scopus 로고
    • Discriminative frequent pattern analysis for effective classification
    • Cheng, H., Yan, X., Han, J., Hsu, C.-W.: Discriminative frequent pattern analysis for effective classification. In: ICDE (2007)
    • (2007) ICDE
    • Cheng, H.1    Yan, X.2    Han, J.3    Hsu, C.-W.4
  • 3
    • 52649163329 scopus 로고    scopus 로고
    • Direct discriminative pattern mining for effective classification
    • Cheng, H., Yan, X., Han, J., Yu, P. S.: Direct discriminative pattern mining for effective classification. In: ICDE (2008)
    • (2008) ICDE
    • Cheng, H.1    Yan, X.2    Han, J.3    Yu, P.S.4
  • 5
    • 0036161257 scopus 로고    scopus 로고
    • Linear programming boosting via column generation
    • Demiriz, A., Bennett, K. P., Shawe-Taylor, J.: Linear programming boosting via column generation. Machine Learning 46 (1-3), 225-254 (2002)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 225-254
    • Demiriz, A.1    Bennett, K.P.2    Shawe-Taylor, J.3
  • 6
    • 65449172082 scopus 로고    scopus 로고
    • Direct mining of discriminative and essential frequent patterns via model-based search tree
    • Fan, W., Zhang, K., Cheng, H., Gao, J., Yan, X., Han, J., Yu, P. S., Verscheure, O.: Direct mining of discriminative and essential frequent patterns via model-based search tree. In: KDD (2008)
    • (2008) KDD
    • Fan, W.1    Zhang, K.2    Cheng, H.3    Gao, J.4    Yan, X.5    Han, J.6    Yu, P.S.7    Verscheure, O.8
  • 7
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Freund, Y., Schapire, R. E.: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences 55(1), 119-139 (1997)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 8
    • 0036522441 scopus 로고    scopus 로고
    • Complexity measures of supervised classification problems
    • Ho, T. K., Basu, M.: Complexity measures of supervised classification problems. IEEE Trans. Pattern Anal. Mach. Intell. 24(3), 289-300 (2002)
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.3 , pp. 289-300
    • Ho, T.K.1    Basu, M.2
  • 10
    • 78149313084 scopus 로고    scopus 로고
    • Cmar: Accurate and efficient classification based on multiple classassociation rules
    • Li, W., Han, J., Pei, J.: Cmar: Accurate and efficient classification based on multiple classassociation rules. In: ICDM, pp. 369-376 (2001)
    • (2001) ICDM , pp. 369-376
    • Li, W.1    Han, J.2    Pei, J.3
  • 11
    • 84948104699 scopus 로고    scopus 로고
    • Integrating classification and association rule mining
    • Liu, B., Hsu, W., Ma, Y.: Integrating classification and association rule mining. In: KDD, pp. 80-86 (1998)
    • (1998) KDD , pp. 80-86
    • Liu, B.1    Hsu, W.2    Ma, Y.3
  • 12
    • 69449099775 scopus 로고    scopus 로고
    • Classification of software behaviors for failure detection: A discriminative pattern mining approach
    • Lo, D., Cheng, H., Han, J., Khoo, S.-C., Sun, C.: Classification of software behaviors for failure detection: A discriminative pattern mining approach. In: KDD (2009)
    • (2009) KDD
    • Lo, D.1    Cheng, H.2    Han, J.3    Khoo, S.-C.4    Sun, C.5
  • 14
    • 50649098663 scopus 로고    scopus 로고
    • Discriminative subsequence mining for action classification
    • Nowozin, S., Gökhan Bakõr, K. T.: Discriminative subsequence mining for action classification. In: ICCV (2007)
    • (2007) ICCV
    • Nowozin, S.1    Bakõr, G.K.T.2
  • 15
    • 34547984616 scopus 로고    scopus 로고
    • A linear programming approach for molecular qsar analysis
    • Saigo, H., Kadowaki, T., Kudo, T., Tsuda, K.: A linear programming approach for molecular qsar analysis. In: MLG, pp. 85-96 (2006)
    • (2006) MLG , pp. 85-96
    • Saigo, H.1    Kadowaki, T.2    Kudo, T.3    Tsuda, K.4
  • 16
    • 65449142148 scopus 로고    scopus 로고
    • Partial least squares regression for graph mining
    • Saigo, H., Krämer, N., Tsuda, K.: Partial least squares regression for graph mining. In: KDD (2008)
    • (2008) KDD
    • Saigo, H.1    Krämer, N.2    Tsuda, K.3
  • 17
    • 60949105177 scopus 로고    scopus 로고
    • Gboost: A mathematical programming approach to graph classification and regression
    • Saigo, H., Nowozin, S., Kadowaki, T., Kudo, T., Tsuda, K.: gboost: a mathematical programming approach to graph classification and regression. Mach. Learn. 75(1), 69-89 (2009)
    • (2009) Mach. Learn , vol.75 , Issue.1 , pp. 69-89
    • Saigo, H.1    Nowozin, S.2    Kadowaki, T.3    Kudo, T.4    Tsuda, K.5
  • 18
    • 78049390591 scopus 로고    scopus 로고
    • The stanford natural language processing group
    • The Stanford Natural Language Processing Group. The Stanford Parser: A statistical parser, http://www-nlp. stanford.edu/software/lex-parser.shtml
    • The Stanford Parser: A Statistical Parser
  • 19
    • 70350660908 scopus 로고    scopus 로고
    • Time series shapelets: A new primitive for data mining
    • Ye, L., Keogh, E.: Time series shapelets: a new primitive for data mining. In: KDD (2009)
    • (2009) KDD
    • Ye, L.1    Keogh, E.2
  • 20
    • 77952397753 scopus 로고    scopus 로고
    • Xrules: An effective structural classifier for xml data
    • Zaki, M. J., Aggarwal, C. C.: Xrules: an effective structural classifier for xml data. In: KDD (2003)
    • (2003) KDD
    • Zaki, M.J.1    Aggarwal, C.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.