메뉴 건너뛰기




Volumn 11, Issue 6, 2007, Pages 519-530

On text-based mining with active learning and background knowledge using SVM

Author keywords

Partially labeled data; Support vector machines; Text mining

Indexed keywords


EID: 33846439346     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-006-0080-8     Document Type: Article
Times cited : (25)

References (25)
  • 1
    • 0003074296 scopus 로고    scopus 로고
    • Trends and controversies: Support vector machines
    • Hearst MA (1998) Trends and controversies: Support vector machines. IEEE Intelligent Syst 13(4): 18-28
    • (1998) IEEE Intelligent Syst , vol.13 , Issue.4 , pp. 18-28
    • Hearst, M.A.1
  • 2
  • 5
    • 11244279472 scopus 로고    scopus 로고
    • Learning from partially labeled data
    • PhD thesis, Massachusetts Institute of Technology
    • Szummer M (2002) Learning from partially labeled data. PhD thesis, Massachusetts Institute of Technology
    • (2002)
    • Szummer, M.1
  • 8
    • 33846459827 scopus 로고    scopus 로고
    • Multi-criteria-based active learning for named entity recognition
    • Master's thesis, National University of Singapore
    • Dan S (2004) Multi-criteria-based active learning for named entity recognition. Master's thesis, National University of Singapore
    • (2004)
    • Dan, S.1
  • 10
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong S, Koller D (2001) Support vector machine active learning with applications to text classification. J Machine Learn Res 2: 45-66
    • (2001) J Machine Learn Res , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 11
    • 0005977840 scopus 로고    scopus 로고
    • Learning with labeled and unlabeled data
    • Technical Report
    • Seeger M (2001) Learning with labeled and unlabeled data. Technical Report
    • (2001)
    • Seeger, M.1
  • 12
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • In: (Bratko I, Dzeroski S (eds), Morgan Kaufmann Publishers, San Francisco
    • Joachims T (1999) Transductive inference for text classification using support vector machines. In: Proceedings of ICML-99, 16th international conference on machine learning (Bratko I, Dzeroski S (eds), Morgan Kaufmann Publishers, San Francisco pp 200-209
    • (1999) Proceedings of ICML-99, 16th International Conference on Machine Learning , pp. 200-209
    • Joachims, T.1
  • 17
    • 4344662626 scopus 로고    scopus 로고
    • Classification of news stories using support vector machines
    • Stockholm, Sweden, August 1999
    • Cooley R (1999) Classification of news stories using support vector machines. IJCAI 99 workshop on text mining. Stockholm, Sweden, August 1999
    • (1999) IJCAI 99 Workshop on Text Mining
    • Cooley, R.1
  • 20
    • 0003096046 scopus 로고    scopus 로고
    • Automated text categorization using support vector machine
    • In: 5th international conference on neural information processing
    • Kwok JT (1998) Automated text categorization using support vector machine. In: Proceedings of ICONIP'98, 5th international conference on neural information processing, pp 347-351
    • (1998) Proceedings of ICONIP'98 , pp. 347-351
    • Kwok, J.T.1
  • 21
    • 0003425664 scopus 로고    scopus 로고
    • Support vector machines for classification and regression
    • Technical. report, Faculty of engineering and applied science. Department of Electronics and Computer Science
    • Gunn S (1998) Support vector machines for classification and regression. Technical. report, Faculty of engineering and applied science. Department of Electronics and Computer Science
    • (1998)
    • Gunn, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.