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Volumn 10, Issue 2, 2011, Pages

Weighted vote-based classifier ensemble for named entity recognition: A genetic algorithm-based approach

Author keywords

Classifier ensemble; Conditional random field; Feature selection; Genetic algorithm; Language independent named entity recognition; Maximum entropy; Support vector machine

Indexed keywords

CLASSIFIER ENSEMBLES; CONDITIONAL RANDOM FIELD; MAXIMUM ENTROPY; NAMED ENTITY RECOGNITION; SUPPORT VECTOR;

EID: 79960832442     PISSN: 15300226     EISSN: 15583430     Source Type: Journal    
DOI: 10.1145/1967293.1967296     Document Type: Article
Times cited : (66)

References (65)
  • 6
    • 0032632354 scopus 로고    scopus 로고
    • An algorithm that learns whats in a name
    • BIKEL, D. M., SCHWARTZ, R. L., AND WEISCHEDEL, R. M. 1999. An algorithm that learns whats in a name. Mach. Learn. 34, 1-3, 211-231.
    • (1999) Mach. Learn. , vol.34 , Issue.1-3 , pp. 211-231
    • Bikel, D.M.1    Schwartz, R.L.2    Weischedel, R.M.3
  • 9
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • BREIMAN, L. 1996. Bagging predictors. Mach. Learn. 24, 2, 123-140. (Pubitemid 126724382)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 14
    • 0001573124 scopus 로고
    • Generalized iterative scaling for log-linear models
    • DARROCH, J. AND RATCLIFF, D. 1972. Generalized iterative scaling for log-linear models. Ann. Math. Statist. 43. 1470-1480.
    • (1972) Ann. Math. Statist. , vol.43 , pp. 1470-1480
    • Darroch, J.1    Ratcliff, D.2
  • 16
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error correcting output codes
    • DIETTERICH, T. G. AND BAKIRI, G. 1995. Solving multiclass learning problems via error correcting output codes. J. Artific. Intell. Res. 2, 263-286.
    • (1995) J. Artific. Intell. Res. , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 19
    • 70350631807 scopus 로고    scopus 로고
    • Web-based Bengali news corpus for lexicon development and POS tagging
    • EKBAL, A. AND BANDYOPADHYAY, S. 2008b. Web-based Bengali news corpus for lexicon development and POS tagging. POLIBITS, 37, 20-29.
    • (2008) Polibits , vol.37 , pp. 20-29
    • Ekbal, A.1    Bandyopadhyay, S.2
  • 20
    • 49049121031 scopus 로고    scopus 로고
    • AWeb-based Bengali news corpus for named entity recognition
    • EKBAL, A. AND BANDYOPADHYAY, S. 2008c. AWeb-based Bengali news corpus for named entity recognition. Lang. Resour. Eval. 42, 2, 173-182.
    • (2008) Lang. Resour. Eval. , vol.42 , Issue.2 , pp. 173-182
    • Ekbal, A.1    Bandyopadhyay, S.2
  • 22
    • 51249140846 scopus 로고    scopus 로고
    • Named entity recognition and transliteration in Bengali
    • Named Entities: Recognition, Classification and Use Special Issue
    • EKBAL, A., NASKAR, S., AND BANDYOPADHYAY, S. 2007. Named entity recognition and transliteration in Bengali. Lingvisticae Investigationes J. 30, 1 (Named Entities: Recognition, Classification and Use Special Issue), 95-114.
    • (2007) Lingvisticae Investigationes J. , vol.30 , Issue.1 , pp. 95-114
    • Ekbal, A.1    Naskar, S.2    Bandyopadhyay, S.3
  • 34
    • 0000670848 scopus 로고
    • Back propagation is sensitive to initial conditions
    • KOLEN, J. F. AND POLLACK, J. B. 1991. Back propagation is sensitive to initial conditions. Adv. Neural Inf. Proc. Syst. 860-867.
    • (1991) Adv. Neural Inf. Proc. Syst. , pp. 860-867
    • Kolen, J.F.1    Pollack, J.B.2
  • 36
    • 33745158297 scopus 로고    scopus 로고
    • Rapid development of hindi named entity recognition using conditional random fields and feature induction
    • DOI 10.1145/979872.979879
    • LI, W. AND MCCALLUM, A. 2004. Rapid development of Hindi named entity recognition using conditional random fields and feature induction. ACM Trans. Asian Lang. Inform. Process. 2, 3, 290-294. (Pubitemid 43891427)
    • (2003) ACM Transactions on Asian Language Information Processing , vol.2 , Issue.3 , pp. 290-294
    • Li, W.1    McCallum, A.2
  • 39
    • 85121365374 scopus 로고    scopus 로고
    • Early results for named entity recognition with conditional random fields, feature induction, and Web-enhanced lexicons
    • MCCALLUM, A. AND LI, W. 2003. Early results for named entity recognition with conditional random fields, feature induction, and Web-enhanced lexicons. In Proceedings of the Conference on Natural Language Learning (CoNLL'03). 188-191.
    • (2003) Proceedings of the Conference on Natural Language Learning (CoNLL'03) , pp. 188-191
    • Mccallum, A.1    Li, W.2
  • 56
    • 0028409149 scopus 로고
    • Adaptive probabilities of crossover and mutation in genetic algorithms
    • SRINIVAS, M. AND PATNAIK, L. M. 1994. Adaptive probabilities of crossover and mutation in genetic algorithms. IEEE Trans. Syst. Man Cybern. 24, 4, 656-667.
    • (1994) IEEE Trans. Syst. Man Cybern. , vol.24 , Issue.4 , pp. 656-667
    • Srinivas, M.1    Patnaik, L.M.2
  • 62
    • 0026692226 scopus 로고
    • Stacked generalization
    • WOLPERT, D. 1992. Stacked generalization. Neural Netw. 5, 241-259.
    • (1992) Neural Netw. , vol.5 , pp. 241-259
    • Wolpert, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.