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Volumn 1, Issue , 2003, Pages 19-26

Online Choice of Active Learning Algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; COMPUTATIONAL LEARNING THEORY; LEARNING EFFICIENCY; LEARNING PROCESSES;

EID: 1942517346     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (40)

References (11)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • Angluin, D. (1988). Queries and concept learning. Machine Learning, 2, 319-342.
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 3
    • 0038399423 scopus 로고    scopus 로고
    • Query learning with large margin classifiers
    • Campbell, C., Cristianini, N., & Smola, A. (2000). Query learning with large margin classifiers. ICML (pp. 111-118).
    • (2000) ICML , pp. 111-118
    • Campbell, C.1    Cristianini, N.2    Smola, A.3
  • 5
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Freund, Y., Seung, H., Shamir, E., & Tishby, N. (1997). Selective sampling using the query by committee algorithm. Machine Learning, 28, 133-168.
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 6
    • 0022064511 scopus 로고
    • A best possible heuristic for the K-center problem
    • Hochbaum, D., & Shmoys, D. (1985). A best possible heuristic for the K-center problem. Mathematics of Operations Research, 10, 180-184.
    • (1985) Mathematics of Operations Research , vol.10 , pp. 180-184
    • Hochbaum, D.1    Shmoys, D.2
  • 8
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • Roy, N., & McCallum, A. (2001). Toward optimal active learning through sampling estimation of error reduction. ICML (pp. 441-448).
    • (2001) ICML , pp. 441-448
    • Roy, N.1    McCallum, A.2
  • 9
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • Schohn, G., & Cohn, D. (2000). Less is more: Active learning with support vector machines. ICML (pp. 839-846).
    • (2000) ICML , pp. 839-846
    • Schohn, G.1    Cohn, D.2
  • 11
    • 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. JMLR, 2, 45-66.
    • (2001) JMLR , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.