메뉴 건너뛰기




Volumn , Issue , 2010, Pages 105-114

Motif-based classification of time series with Bayesian Networks and SVMs

Author keywords

Bayesian networks; Motifs; SVM; Time series

Indexed keywords

CLASSIFICATION ACCURACY; LOCAL PATTERNS; MOTIFS; NOISE ROBUSTNESS; SEMI-CONTINUOUS; SIGNATURE VERIFICATION; SVM; TIME SERIES CLASSIFICATIONS;

EID: 83755201272     PISSN: 14318814     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-01044-6-9     Document Type: Conference Paper
Times cited : (27)

References (31)
  • 5
    • 0036110853 scopus 로고    scopus 로고
    • Finding motifs using random projections
    • Buhler, J., & Tompa, M. (2002). Finding motifs using random projections. Journal of Computational Biology, 9(2), 225-242.
    • (2002) Journal of Computational Biology , vol.9 , Issue.2 , pp. 225-242
    • Buhler, J.1    Tompa, M.2
  • 7
    • 44449144279 scopus 로고    scopus 로고
    • Protein sequence classification through relevant sequence mining and Bayes classifiers
    • Ferreira, P. G., & Azevedo, P. J. (2005). Protein sequence classification through relevant sequence mining and Bayes classifiers. In 12th Portuguese Conference on AI.
    • (2005) 12th Portuguese Conference on AI
    • Ferreira, P.G.1    Azevedo, P.J.2
  • 9
  • 10
    • 78149294679 scopus 로고    scopus 로고
    • Mining generalized association rules for sequential and path data
    • San Jose
    • Gaul, W., & Schmidt-Thieme, L. (2001). Mining generalized association rules for sequential and path data. In IEEE ICMD (pp. 593-596). San Jose.
    • (2001) IEEE ICMD , pp. 593-596
    • Gaul, W.1    Schmidt-Thieme, L.2
  • 12
    • 33749395907 scopus 로고    scopus 로고
    • A new algorithm for faster mining of generalized association rules
    • Nantes, France
    • Hipp, J., Myka, A., Wirth, R., & Gntzer, U. (1998). A new algorithm for faster mining of generalized association rules. In PKDD (pp. 74-82). Nantes, France.
    • (1998) PKDD , pp. 74-82
    • Hipp, J.1    Myka, A.2    Wirth, R.3    Gntzer, U.4
  • 14
    • 0034592912 scopus 로고    scopus 로고
    • Scaling up dynamic time warping for datamining applications
    • Boston, MA, USA
    • Keogh, E. J., & Pazzani, M. J. (2000). Scaling up dynamic time warping for datamining applications. In KDD (pp. 285-289). Boston, MA, USA.
    • (2000) KDD , pp. 285-289
    • Keogh, E.J.1    Pazzani, M.J.2
  • 15
  • 21
    • 2442567436 scopus 로고    scopus 로고
    • Mining motifs in massive time series databases
    • Patel, P., Keogh, E., Lin, J., & Lonardi, S. (2002). Mining motifs in massive time series databases. In IEEE ICDM.
    • (2002) IEEE ICDM
    • Patel, P.1    Keogh, E.2    Lin, J.3    Lonardi, S.4
  • 26
    • 0042440996 scopus 로고    scopus 로고
    • Word image matching using dynamic time wrapping
    • Rath, T. M., & Manmatha, R. (2003). Word image matching using dynamic time wrapping. CVPR, II, 521-527.
    • (2003) CVPR , vol.2 , pp. 521-527
    • Rath, T.M.1    Manmatha, R.2
  • 28
    • 0002623130 scopus 로고    scopus 로고
    • Mining sequential patterns: Generalizations and performance improvements
    • Avignon, France
    • Srikant, R., & Agrawal, R. (1996). Mining sequential patterns: Generalizations and performance improvements. In EDBT. Avignon, France.
    • (1996) EDBT
    • Srikant, R.1    Agrawal, R.2
  • 29
    • 33749413116 scopus 로고    scopus 로고
    • A new method for finding generalized frequent itemsets in generalizes association rule mining
    • Taormina, Italy
    • Sriphaew, K., & Theeramunkong, T. (2002). A new method for finding generalized frequent itemsets in generalizes association rule mining. In ISCC (pp. 1040-1045). Taormina, Italy.
    • (2002) ISCC , pp. 1040-1045
    • Sriphaew, K.1    Theeramunkong, T.2
  • 30
    • 1642409826 scopus 로고    scopus 로고
    • Fast algorithms for mining generalized frequent patterns of generalized association rules
    • Sriphaew, K., & Theeramunkong, T. (2004). Fast algorithms for mining generalized frequent patterns of generalized association rules. IEICE Transactions on Information and Systems, E87-D(3), 761-770.
    • (2004) IEICE Transactions on Information and Systems , vol.E87-D , Issue.3 , pp. 761-770
    • Sriphaew, K.1    Theeramunkong, T.2
  • 31
    • 36849013559 scopus 로고    scopus 로고
    • Detecting time series motifs under uniform scaling
    • San Jose, CA, USA
    • Yankov, D., Keogh, E., Medina, J., Chiu, B., & Zordan, V. (2007). Detecting time series motifs under uniform scaling. In KDD (pp. 844-853). San Jose, CA, USA.
    • (2007) KDD , pp. 844-853
    • Yankov, D.1    Keogh, E.2    Medina, J.3    Chiu, B.4    Zordan, V.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.