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Volumn 3230, Issue , 2004, Pages 1-12

Adaptive selection of base classifiers in one-against-all learning for large multi-labeled collections

Author keywords

[No Author keywords available]

Indexed keywords

HIGH ENERGY PHYSICS; TEXT PROCESSING;

EID: 22944479646     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30228-5_1     Document Type: Conference Paper
Times cited : (15)

References (22)
  • 1
    • 0001868131 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Morgan Kaufmann, San Francisco, CA
    • E. L. Allwein, R. E. Schapire, and Y. Singer. Reducing multiclass to binary: A unifying approach for margin classifiers. In Proc. 17th International Conf. on Machine Learning, pages 9-16. Morgan Kaufmann, San Francisco, CA, 2000.
    • (2000) Proc. 17th International Conf. on Machine Learning , pp. 9-16
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 3
    • 68549121111 scopus 로고    scopus 로고
    • C4.5 and imbalanced data sets: Investigating the effect of sampling method, probabilistic estimate and decision tree structure
    • Washington DC
    • N. V. Chawla. C4.5 and imbalanced data sets: Investigating the effect of sampling method, probabilistic estimate and decision tree structure. In Workshop on Learning from Imbalanced Datasets II, ICML, Washington DC, 2003.
    • (2003) Workshop on Learning from Imbalanced Datasets II, ICML
    • Chawla, N.V.1
  • 4
    • 27344432474 scopus 로고    scopus 로고
    • C4.5, class imbalance, and cost sensitivity: Why under-sampling beats over-sampling
    • Washington DC
    • C. Drummond and R. C. Holte. C4.5, class imbalance, and cost sensitivity: Why under-sampling beats over-sampling. In Workshop on Learning from Imbalanced Datasets II, ICML, Washington DC, 2003.
    • (2003) Workshop on Learning from Imbalanced Datasets II, ICML
    • Drummond, C.1    Holte, R.C.2
  • 8
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • C. Nédellec and C. Rouveirol, editors Chemnitz, DE Springer Verlag, Heidelberg, DE
    • T. Joachims. Text categorization with support vector machines: learning with many relevant features. In C. Nédellec and C. Rouveirol, editors, Proceedings of ECML-98, 10th European Conference on Machine Learning,number 1398, pages 137-142, Chemnitz, DE, 1998. Springer Verlag, Heidelberg, DE.
    • (1998) Proceedings of ECML-98, 10th European Conference on Machine Learning , Issue.1398 , pp. 137-142
    • Joachims, T.1
  • 9
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Morgan Kaufmann, San Mateo, CA
    • R. Kohavi. A study of cross-validation and bootstrap for accuracy estimation and model selection. In Proc. of the Fourteenth International Joint Conference on Artificial Intelligence, pages 1137-1145. Morgan Kaufmann, San Mateo, CA, 1995.
    • (1995) Proc. of the Fourteenth International Joint Conference on Artificial Intelligence , pp. 1137-1145
    • Kohavi, R.1
  • 11
    • 0345257353 scopus 로고    scopus 로고
    • LVQ for text categorization using multilingual linguistic resource
    • M. Martín-Valdivia, M. García-Vega, and L. Ureña López. LVQ for text categorization using multilingual linguistic resource. Neurocomputing, 55:665-679, 2003.
    • (2003) Neurocomputing , vol.55 , pp. 665-679
    • Martín-Valdivia, M.1    García-Vega, M.2    Ureña López, L.3
  • 12
    • 22944489485 scopus 로고    scopus 로고
    • Towards conceptual indexing using automatic assignment of descriptors
    • Publishing on the Web: Trends and Perspectives, Málaga, Spain, May
    • A. Montejo-Ráez. Towards conceptual indexing using automatic assignment of descriptors. Workshop in Personalization Techniques in Electronic Publishing on the Web: Trends and Perspectives, Málaga, Spain, May 2002.
    • (2002) Workshop in Personalization Techniques in Electronic
    • Montejo-Ráez, A.1
  • 13
    • 22944490458 scopus 로고    scopus 로고
    • Experiences in automatic keywording of particle physics literature
    • November URL
    • A. Montejo-Ráez and D. Dallman. Experiences in automatic keywording of particle physics literature. High Energy Physics Libraries Webzine, (issue 5), November 2001. URL: http://library.cern.ch/HEPLW/5/papers/3/.
    • (2001) High Energy Physics Libraries Webzine , Issue.5
    • Montejo-Ráez, A.1    Dallman, D.2
  • 14
    • 0003260442 scopus 로고    scopus 로고
    • Combining statistical learning with a knowledge-based approach - A case study in intensive care monitoring
    • Morgan Kaufmann, San Francisco, CA
    • K. Morik, P. Brockhausen, and T. Joachims. Combining statistical learning with a knowledge-based approach - a case study in intensive care monitoring. In Proc. 16th International Conf. on Machine Learning, pages 268-277. Morgan Kaufmann, San Francisco, CA, 1999.
    • (1999) Proc. 16th International Conf. on Machine Learning , pp. 268-277
    • Morik, K.1    Brockhausen, P.2    Joachims, T.3
  • 18
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani. Machine learning in automated text categorization. ACM Comput. Surv., 34(1):1-47, 2002.
    • (2002) ACM Comput. Surv. , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 21
    • 0034785186 scopus 로고    scopus 로고
    • A study on thresholding strategies for text categorization
    • W. B. Croft, D. J. Harper, D. H. Kraft, and J. Zobel, editors New Orleans, US ACM Press, New York, US. Describes RCut, Scut, etc.
    • Y. Yang. A study on thresholding strategies for text categorization. In W. B. Croft, D. J. Harper, D. H. Kraft, and J. Zobel, editors, Proceedings of SIGIR-01, 24th ACM International Conference on Research and Development in Information Retrieval, pages 137-145, New Orleans, US, 2001. ACM Press, New York, US. Describes RCut, Scut, etc.
    • (2001) Proceedings of SIGIR-01, 24th ACM International Conference on Research and Development in Information Retrieval , pp. 137-145
    • Yang, Y.1


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