메뉴 건너뛰기




Volumn 25 CCIS, Issue , 2008, Pages 507-519

MEDLINE abstracts classification based on noun phrases extraction

Author keywords

Medical Subject Headings; MEDLINE; OHSUMED; SVM; Text classification

Indexed keywords

MEDICAL SUBJECT HEADINGS; MEDLINE; OHSUMED; SVM; TEXT CLASSIFICATION;

EID: 78049398738     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-92219-3_38     Document Type: Conference Paper
Times cited : (4)

References (22)
  • 1
    • 0002621269 scopus 로고    scopus 로고
    • A tutorial on automated text categorisation
    • Amandi, A., Zunino, R. (eds.) 1st Argentinian Symposium on Artificial Intelligence, Buenos Aires, AR
    • Sebastiani, F.: A tutorial on automated text categorisation. In: Amandi, A., Zunino, R. (eds.) Proceedings of ASAI 1999, 1st Argentinian Symposium on Artificial Intelligence, Buenos Aires, AR, pp. 7-35 (1999)
    • (1999) Proceedings of ASAI 1999 , pp. 7-35
    • Sebastiani, F.1
  • 3
    • 85024373635 scopus 로고    scopus 로고
    • A re-examination of text categorization methods
    • Hearst, M.A., Gey, F., Tong, R. (eds.) 22nd ACM International Conference on Research and Development in Information Retrieval, Berkeley, US, ACM Press, New York
    • Yang, Y., Liu, X.: A re-examination of text categorization methods. In: Hearst, M.A., Gey, F., Tong, R. (eds.) Proceedings of SIGIR 1999, 22nd ACM International Conference on Research and Development in Information Retrieval, Berkeley, US, pp. 42-49. ACM Press, New York (1999)
    • (1999) Proceedings of SIGIR 1999 , pp. 42-49
    • Yang, Y.1    Liu, X.2
  • 4
    • 0010836411 scopus 로고    scopus 로고
    • Feature engineering for text classification
    • Bratko, I., Dzeroski, S. (eds.) 16th International Conference on Machine Learning, Bled, SL, Morgan Kaufmann Publishers, San Francisco
    • Scott, S., Matwin, S.: Feature engineering for text classification. In: Bratko, I., Dzeroski, S. (eds.) Proceedings of ICML 1999, 16th International Conference on Machine Learning, Bled, SL, pp. 379-388. Morgan Kaufmann Publishers, San Francisco (1999)
    • (1999) Proceedings of ICML 1999 , pp. 379-388
    • Scott, S.1    Matwin, S.2
  • 9
    • 0003100623 scopus 로고    scopus 로고
    • Language-sensitive text classification
    • 6th International Conference Recherche d'Information Assistee par Ordinateur, Paris, FR
    • Basili, R., Moschitti, A., Pazienza, M.T.: Language-sensitive text classification. In: Proceeding of RIAO 2000, 6th International Conference Recherche d'Information Assistee par Ordinateur, Paris, FR, pp. 331-343 (2000)
    • (2000) Proceeding of RIAO 2000 , pp. 331-343
    • Basili, R.1    Moschitti, A.2    Pazienza, M.T.3
  • 11
    • 35048879815 scopus 로고    scopus 로고
    • Complex linguistic features for text classification: A comprehensive study
    • McDonald, S., Tait, J.I. (eds.) ECIR 2004. Springer, Heidelberg
    • Moschitti, A., Basili, R.: Complex linguistic features for text classification: A comprehensive study. In: McDonald, S., Tait, J.I. (eds.) ECIR 2004. LNCS, vol. 2997, pp. 181-196. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.2997 , pp. 181-196
    • Moschitti, A.1    Basili, R.2
  • 12
    • 0041051512 scopus 로고
    • The importance of proper weighting methods
    • Bates, M. (ed.) Morgan Kaufman, San Francisco
    • Buckley, C.: The importance of proper weighting methods. In: Bates, M. (ed.) Human Language Technology. Morgan Kaufman, San Francisco (1993)
    • (1993) Human Language Technology
    • Buckley, C.1
  • 14
    • 34247365072 scopus 로고    scopus 로고
    • Newpar: An automatic feature selection and weighting schema for category ranking
    • 6th ACM Symposium on Document Engineering
    • Ruiz-Rico, F., Vicedo, J.L., Rubio-Sánchez, M.C.: Newpar: an automatic feature selection and weighting schema for category ranking. In: Proceedings of DocEng 2006, 6th ACM symposium on Document engineering, pp. 128-137 (2006)
    • (2006) Proceedings of DocEng 2006 , pp. 128-137
    • Ruiz-Rico, F.1    Vicedo, J.L.2    Rubio-Sánchez, M.C.3
  • 15
    • 57349109876 scopus 로고    scopus 로고
    • A general pos tagger generator based on support vector machines
    • Màrquez, L., Giménez, J.: A general pos tagger generator based on support vector machines. Journal of Machine Learning Research (2004), www.lsi.upc.edu/~nlp/SVMTool
    • (2004) Journal of Machine Learning Research
    • Màrquez, L.1    Giménez, J.2
  • 16
    • 84944892106 scopus 로고    scopus 로고
    • Text categorization: An experiment using phrases
    • Crestani, F., Girolami, M., van Rijsbergen, C.J.K. (eds.) ECIR 2002. Springer, Heidelberg
    • Kongovi, M., Guzman, J.C., Dasigi, V.: Text categorization: An experiment using phrases. In: Crestani, F., Girolami, M., van Rijsbergen, C.J.K. (eds.) ECIR 2002. LNCS, vol. 2291, pp. 213-228. Springer, Heidelberg (2002)
    • (2002) LNCS , vol.2291 , pp. 213-228
    • Kongovi, M.1    Guzman, J.C.2    Dasigi, V.3
  • 18
    • 63049096383 scopus 로고    scopus 로고
    • Support Vector and Kernel Methods
    • Joachims, T.: Support Vector and Kernel Methods. In: SIGIR 2003 Tutorial (2003)
    • (2003) SIGIR 2003 Tutorial
    • Joachims, T.1
  • 19
    • 3543055806 scopus 로고    scopus 로고
    • Accuracy improvement of automatic text classification based on feature transformation
    • ACM Symposium on Document engineering, Grenoble, FR, ACM Press, New York
    • Zu, G., Ohyama, W.,Wakabayashi, T., Kimura, F.: Accuracy improvement of automatic text classification based on feature transformation. In: Proceedings of DOCENG 2003, ACM Symposium on Document engineering, Grenoble, FR, pp. 118-120. ACM Press, New York (2003)
    • (2003) Proceedings of DOCENG 2003 , pp. 118-120
    • Zu, G.1    Ohyama, W.2    Wakabayashi, T.3    Kimura, F.4
  • 20
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Nédellec, C., Rouveirol, C. (eds.) ECML 1998. Springer, Heidelberg
    • Joachims, T.: Text categorization with support vector machines: learning with many relevant features. In: Nédellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol. 1398, pp. 137-142. Springer, Heidelberg (1998)
    • (1998) LNCS , vol.1398 , pp. 137-142
    • Joachims, T.1
  • 21
    • 0003307180 scopus 로고    scopus 로고
    • Estimating the generalization performance of a svm efficiently
    • Langley, P. (ed.) 17th International Conference on Machine Learning, Stanford, US, Morgan Kaufmann Publishers, San Francisco
    • Joachims, T.: Estimating the generalization performance of a svm efficiently. In: Langley, P. (ed.) Proceedings of ICML 2000, 17th International Conference on Machine Learning, Stanford, US, pp. 431-438. Morgan Kaufmann Publishers, San Francisco (2000)
    • (2000) Proceedings of ICML 2000 , pp. 431-438
    • Joachims, T.1
  • 22
    • 85105809948 scopus 로고    scopus 로고
    • Inductive learning algorithms and representations for text categorization
    • Gardarin, G., French, J.C., Pissinou, N., Makki, K., Bouganim, L. (eds.) 7th ACM International Conference on Information and Knowledge Management, Bethesda, US, ACM Press, New York
    • Dumais, S.T., Platt, J., Heckerman, D., Sahami, M.: Inductive learning algorithms and representations for text categorization. In: Gardarin, G., French, J.C., Pissinou, N., Makki, K., Bouganim, L. (eds.) Proceedings of CIKM 1998, 7th ACM International Conference on Information and Knowledge Management, Bethesda, US, pp. 148-155. ACM Press, New York (1998)
    • (1998) Proceedings of CIKM 1998 , pp. 148-155
    • Dumais, S.T.1    Platt, J.2    Heckerman, D.3    Sahami, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.