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Volumn 5212 LNAI, Issue PART 2, 2008, Pages 50-65

Efficient pairwise multilabel classification for large-scale problems in the legal domain

Author keywords

[No Author keywords available]

Indexed keywords

BASE CLASSIFIERS; CLASSIFICATION ALGORITHMS; CONCEPT HIERARCHIES; DOCUMENT COLLECTIONS; DUAL REPRESENTATIONS; EUROPEAN UNIONS; LEGAL DOCUMENTS; LEGAL DOMAINS; MULTI CLASSES; MULTILABEL; PERCEPTRON; PERCEPTRON ALGORITHMS; PREDICTIVE PERFORMANCES;

EID: 56049120625     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87481-2_4     Document Type: Conference Paper
Times cited : (147)

References (18)
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    • Crammer, K., Singer, Y.: A Family of Additive Online Algorithms for Category Ranking. Journal of Machine Learning Research 3(6), 1025-1058 (2003)
    • (2003) Journal of Machine Learning Research , vol.3 , Issue.6 , pp. 1025-1058
    • Crammer, K.1    Singer, Y.2
  • 5
    • 0033281425 scopus 로고    scopus 로고
    • Large Margin Classification using the Perceptron Algorithm
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    • Freund, Y.1    Schapire, R.E.2
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    • 0036505670 scopus 로고    scopus 로고
    • A Comparison of Methods for Multi-class Support Vector Machines
    • Hsu, C.-W., Lin, C.-J.: A Comparison of Methods for Multi-class Support Vector Machines. IEEE Transactions on Neural Networks 13(2), 415-425 (2002)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 11
    • 84874008094 scopus 로고    scopus 로고
    • An evaluation of efficient multilabel classification algorithms for large-scale problems in the legal domain
    • Loza Mencía, E., Fürnkranz, J.: An evaluation of efficient multilabel classification algorithms for large-scale problems in the legal domain. In: LWA 2007: Lernen -Wissen - Adaption, Workshop Proceedings, pp. 126-132 (2007)
    • (2007) LWA 2007: Lernen -Wissen - Adaption, Workshop Proceedings , pp. 126-132
    • Loza Mencía, E.1    Fürnkranz, J.2
  • 14
    • 38049160552 scopus 로고    scopus 로고
    • Park. S.-H., Fürnkranz, J.: Efficient pairwise classification. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), 4701, pp. 658-665. Springer, Heidelberg (2007)
    • Park. S.-H., Fürnkranz, J.: Efficient pairwise classification. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenič, D., Skowron, A. (eds.) ECML 2007. LNCS (LNAI), vol. 4701, pp. 658-665. Springer, Heidelberg (2007)
  • 16
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • Rosenblatt, F.: The perceptron: a probabilistic model for information storage and organization in the brain. Psychological Review 65(6), 386-408 (1958)
    • (1958) Psychological Review , vol.65 , Issue.6 , pp. 386-408
    • Rosenblatt, F.1
  • 17
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F.: Machine learning in automated text categorization. ACM Computing Surveys 34(1), 1-47 (2002)
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    • Sebastiani, F.1
  • 18
    • 26944490691 scopus 로고    scopus 로고
    • Shalev-Shwartz, S., Singer, Y.: A New Perspective on an Old Perceptron Algorithm. In: Auer. P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), 3559, pp. 264-278. Springer, Heidelberg (2005)
    • Shalev-Shwartz, S., Singer, Y.: A New Perspective on an Old Perceptron Algorithm. In: Auer. P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), vol. 3559, pp. 264-278. Springer, Heidelberg (2005)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.