메뉴 건너뛰기




Volumn 1, Issue , 2010, Pages 274-278

Pool-based active learning based on incremental decision tree

Author keywords

Ambiguity; Incremental decision tree; Pool based active learning; Sample selection; Unlabeled samples

Indexed keywords


EID: 78149338310     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2010.5581052     Document Type: Conference Paper
Times cited : (12)

References (13)
  • 1
    • 33744584654 scopus 로고
    • Induction of decision tree [J]
    • QUINLAN J R. Induction of decision tree [J].Machine Learning, 1986(1) : 81- 106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 3
    • 77952642202 scopus 로고
    • Incremental induction of decision trees [J]
    • UTGOFF P E. Incremental induction of decision trees [J].Machine Learning, 1989(4): 161- 186.
    • (1989) Machine Learning , vol.4 , pp. 161-186
    • Utgoff, P.E.1
  • 5
    • 78149322513 scopus 로고
    • Efficient incremental induction of decision trees [J]
    • Kalles D, Morris T. Efficient Incremental Induction of Decision Trees [J]. Machine Learning, 1995, (1):1 - 13.
    • (1995) Machine Learning , vol.1 , pp. 1-13
    • Kalles, D.1    Morris, T.2
  • 6
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • D Cohn, Atlas R Ladner. Improving generalization with active learning. Machine Learning, 1994, 5 (2) : 201 - 221.
    • (1994) Machine Learning , vol.5 , Issue.2 , pp. 201-221
    • Cohn, D.1    Ladner, A.R.2
  • 7
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y Freund, H S Seung, E Shamir, et al. Selective sampling using the query by committee algorithm. Machine Learning, 1997, 28 (223) : 133 - 168.
    • (1997) Machine Learning , vol.28 , Issue.223 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3
  • 10
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • San Francisco : Morgan Kaufmann
    • G Schohn, D Cohn. Less is more : Active learning with support vector machines. In : Proc of the 17th Int'l Conf on Machine Learning. San Francisco : Morgan Kaufmann, 2000. 839 - 846.
    • (2000) Proc of the 17th Int'l Conf on Machine Learning , pp. 839-846
    • Schohn, G.1    Cohn, D.2
  • 11
    • 0002275318 scopus 로고
    • Problem solving and rule reduction, a unified view
    • Erbuam
    • Herber A Simon, Glenn Lea. Problem solving and rule reduction, a unified view. In: Knowledge and Cognition. Erbuam, 1974.
    • (1974) Knowledge and Cognition
    • Simon, H.A.1    Lea, G.2
  • 12
    • 1242352526 scopus 로고    scopus 로고
    • Selective sampling for nearest neighbor classifiers
    • M Lindenbaum, S Markovitch, D Rusakov. Selective sampling for nearest neighbor classifiers. Machine Learning, 2004, 54 (2) : 125 - 152.
    • (2004) Machine Learning , vol.54 , Issue.2 , pp. 125-152
    • Lindenbaum, M.1    Markovitch, S.2    Rusakov, D.3
  • 13
    • 43249096537 scopus 로고    scopus 로고
    • An active learning by selecting the most possibly wrong-predicted instances
    • Long Jun, Yin Jian-ping, Zhu En, Cai Zhi-ping. An active learning by selecting the most possibly wrong-predicted instances. Journal of Computer Research and Debelopment, 2008, 45(3):472-478.
    • (2008) Journal of Computer Research and Debelopment , vol.45 , Issue.3 , pp. 472-478
    • Long, J.1    Yin, J.-P.2    Zhu, E.3    Cai, Z.-P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.