메뉴 건너뛰기




Volumn , Issue , 2009, Pages 878-883

Promoting total efficiency in text clustering via iterative and interactive metric learning

Author keywords

Data preprocessing; Interactive system; Metric learning

Indexed keywords

CLUSTERING RESULTS; DATA PREPROCESSING; DATA SETS; FEATURE REFINEMENT; FEATURE SPACE; GAINING INSIGHTS; ILLUSTRATIVE EXAMPLES; INTERACTIVE SYSTEM; METRIC LEARNING; PARAMETER-TUNING; PRE-PROCESSED DATA; REAL-WORLD; TEXT CLUSTERING; TOTAL EFFICIENCY;

EID: 77951202149     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2009.124     Document Type: Conference Paper
Times cited : (3)

References (10)
  • 2
    • 33749257955 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press
    • K. Weinberger, J. Blitzer, and L. Saul, "Distance metric learning for large margin nearest neighbor classification," in Advances in Neural Information Processing Systems 18, Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press, 2006, pp. 1473-1480.
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 1473-1480
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 5
    • 33244489358 scopus 로고    scopus 로고
    • Rapid and brief communication: Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    • D.-Y. Yeung and H. Chang, "Rapid and brief communication: Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints," Pattern Recogn., vol. 39, no. 5, pp. 1007-1010, 2006.
    • (2006) Pattern Recogn. , vol.39 , Issue.5 , pp. 1007-1010
    • Yeung, D.-Y.1    Chang, H.2
  • 6
    • 33747107862 scopus 로고    scopus 로고
    • When less is more: Relevance feedback falls short and term expansion succeeds at hard 2005
    • E. Voorhees and L. Buckland, Eds. Dept of Commerce, NIST
    • F. Diaz and J. Allan, "When less is more: Relevance feedback falls short and term expansion succeeds at hard 2005," in Text REtrieval Conference (TREC 2005) Notebook, E. Voorhees and L. Buckland, Eds. Dept of Commerce, NIST, 2005.
    • (2005) Text REtrieval Conference (TREC 2005) Notebook
    • Diaz, F.1    Allan, J.2
  • 7
    • 33747134006 scopus 로고    scopus 로고
    • Active learning with feedback on features and instances
    • H. Raghavan, O. Madani, and R. Jones, "Active learning with feedback on features and instances," J. Mach. Learn. Res., vol. 7, pp. 1655-1686, 2006.
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 1655-1686
    • Raghavan, H.1    Madani, O.2    Jones, R.3
  • 9
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • D. M. J. Tax and R. P. W. Duin, "Support vector data description," Mach. Learn., vol. 54, no. 1, pp. 45-66, 2004.
    • (2004) Mach. Learn. , vol.54 , Issue.1 , pp. 45-66
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 10
    • 0041965980 scopus 로고    scopus 로고
    • Cluster ensembles - A knowledge reuse framework for combining multiple partitions
    • A. Strehl and J. Ghosh, "Cluster ensembles - a knowledge reuse framework for combining multiple partitions," J. Mach. Learn. Res., vol. 3, pp. 583-617, 2003.
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.