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Volumn , Issue , 2005, Pages 49-56

Active learning for Parzen window classifier

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; EXPECTED TEST ERRORS; PARZEN WINDOW CLASSIFIERS;

EID: 37249093580     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (40)

References (15)
  • 5
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Freund, Y., Seung, H. S., 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.S.2    Shamir, E.3    Tishby, N.4
  • 7
    • 0000234257 scopus 로고
    • The evidence framework applied to classification networks
    • MacKay, D. (1992a). The evidence framework applied to classification networks. Neural Computation, 4, 720-736.
    • (1992) Neural Computation , vol.4 , pp. 720-736
    • MacKay, D.1
  • 8
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • MacKay, D. (1992b). Information-based objective functions for active data selection. Neural Computation, 4, 590-604.
    • (1992) Neural Computation , vol.4 , pp. 590-604
    • MacKay, D.1
  • 10
    • 0007696417 scopus 로고    scopus 로고
    • Less is more: Active learning with support vector machines
    • San Francisco, CA: Morgan Kaufmann
    • Schohn, G., & Cohn, D. (2000). Less is more: Active learning with support vector machines. Proceedings of 17th International Conference on Machine Learning (pp. 839-846). San Francisco, CA: Morgan Kaufmann.
    • (2000) Proceedings of 17th International Conference on Machine Learning , pp. 839-846
    • Schohn, G.1    Cohn, D.2
  • 11
    • 0034567857 scopus 로고    scopus 로고
    • Incremental active learning for optimal generalization
    • Sugiyama, M., & Ogawa, H. (2000). Incremental active learning for optimal generalization. Neural Computation, 12, 2909-2940.
    • (2000) Neural Computation , vol.12 , pp. 2909-2940
    • Sugiyama, M.1    Ogawa, H.2
  • 13
    • 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. Journal of Machine Learning Research (pp. 45-66).
    • (2001) Journal of Machine Learning Research , pp. 45-66
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.