메뉴 건너뛰기




Volumn , Issue , 2009, Pages 986-991

Combining super-structuring and abstraction on sequence classification

Author keywords

Abstraction; Feature selection; Super structuring

Indexed keywords

DATA REPRESENTATIONS; DATA SETS; FEATURE SELECTION; MACROMOLECULAR SEQUENCES; MODEL PARAMETERS; PREDICTIVE ACCURACY; PREDICTIVE MODELS; SEQUENCE CLASSIFICATION; THREE ORDERS OF MAGNITUDE;

EID: 77951191376     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2009.130     Document Type: Conference Paper
Times cited : (16)

References (21)
  • 1
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. Valiant, "A theory of the learnable." Communications of ACM, vol. 27, pp. 1134-1142, 1984.
    • (1984) Communications of ACM , vol.27 , pp. 1134-1142
    • Valiant, L.1
  • 4
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," J. Mach. Learn. Res., vol. 3, pp. 1157- 1182, 2003.
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 5
    • 33644505547 scopus 로고    scopus 로고
    • Learning accurate and concise Naive Bayes classifiers from attribute value taxonomies and data
    • J. Zhang, D.-K. Kang, A. Silvescu, and V. Honavar, "Learning accurate and concise Naive Bayes classifiers from attribute value taxonomies and data," Knowledge and Information Systems, vol. 9, no. 2, pp. 157-179, 2006.
    • (2006) Knowledge and Information Systems , vol.9 , Issue.2 , pp. 157-179
    • Zhang, J.1    Kang, D.-K.2    Silvescu, A.3    Honavar, V.4
  • 6
    • 77951148437 scopus 로고    scopus 로고
    • Generation of attribute value taxonomies from data for accurate and compact classifier construction
    • Brighton, UK
    • D.-K. Kang, A. Silvescu, J. Zhang, and V. Honavar, "Generation of attribute value taxonomies from data for accurate and compact classifier construction." in Proceedings of ICDM 2004, Brighton, UK, 2004.
    • (2004) Proceedings of ICDM 2004
    • Kang, D.-K.1    Silvescu, A.2    Zhang, J.3    Honavar, V.4
  • 9
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition." Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 11
    • 0025952277 scopus 로고
    • Divergence measures based on the shannon entropy
    • J. Lin, "Divergence measures based on the shannon entropy," IEEE Transactions on Information theory, vol. 37, pp. 145- 151, 1991.
    • (1991) IEEE Transactions on Information Theory , vol.37 , pp. 145-151
    • Lin, J.1
  • 12
    • 0034697980 scopus 로고    scopus 로고
    • Predicting subcellular localization of proteins based on their n-terminal amino acid sequence
    • O. Emanuelsson, H. Nielsen, S. Brunak, and G. von Heijne, "Predicting subcellular localization of proteins based on their n-terminal amino acid sequence." J. Mol. Biol., 2000.
    • (2000) J. Mol. Biol.
    • Emanuelsson, O.1    Nielsen, H.2    Brunak, S.3    Heijne, G.V.4
  • 14
    • 53049091670 scopus 로고    scopus 로고
    • Probabilistic abstraction hierarchies
    • Vancouver, Canada
    • E. Segal, D. Koller, and D. Ormoneit, "Probabilistic abstraction hierarchies," in Proceedings of NIPS 2001, Vancouver, Canada, 2001, pp. 913-920.
    • (2001) Proceedings of NIPS 2001 , pp. 913-920
    • Segal, E.1    Koller, D.2    Ormoneit, D.3
  • 16
    • 84899004693 scopus 로고    scopus 로고
    • Agglomerative information bottleneck
    • N. Slonim and N. Tishby, "Agglomerative Information Bottleneck," in Proceedings of NIPS 1999, pp. 617-623.
    • (1999) Proceedings of NIPS , pp. 617-623
    • Slonim, N.1    Tishby, N.2
  • 18
    • 67049162799 scopus 로고    scopus 로고
    • TEFE: A timeefficient approach to feature extraction
    • L.-P. Liu, Y. Yu, Y. Jiang, and Z.-H. Zhou, "TEFE: A timeefficient approach to feature extraction," in Proceedings of ICDM-08, 2008, pp. 423-432.
    • (2008) Proceedings of ICDM-08 , pp. 423-432
    • Liu, L.-P.1    Yu, Y.2    Jiang, Y.3    Zhou, Z.-H.4
  • 20
    • 0032264186 scopus 로고    scopus 로고
    • Distributional clustering of words for text classification
    • D. Baker and A. McCallum, "Distributional clustering of words for text classification." in Proc. of SIGIR-98, 1998.
    • (1998) Proc. of SIGIR-98
    • Baker, D.1    Mccallum, A.2
  • 21
    • 32844460819 scopus 로고    scopus 로고
    • MDL-based contextfree graph grammar induction and applications
    • I. Jonyer, L. Holder, and D. Cook, "MDL-based contextfree graph grammar induction and applications," International Journal of AI Tools, vol. 13, pp. 45-64, 2004.
    • (2004) International Journal of AI Tools , vol.13 , pp. 45-64
    • Jonyer, I.1    Holder, L.2    Cook, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.