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Volumn , Issue , 2009, Pages 898-906

Breaking boundaries: Active information acquisition across learning and diagnosis

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 84858717922     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (23)

References (15)
  • 1
    • 35148886561 scopus 로고    scopus 로고
    • Learning probabilistic linear-threshold classifiers via selective sampling
    • N. Cesa-Bianchi, A. Conconi and C. Gentile (2003). Learning probabilistic linear-threshold classifiers via selective sampling. COLT.
    • (2003) COLT
    • Cesa-Bianchi, N.1    Conconi, A.2    Gentile, C.3
  • 2
    • 33745762904 scopus 로고    scopus 로고
    • Analysis of perceptron-based active learning
    • S. Dasgupta, A. T. Kalai and C. Monteleoni (2005). Analysis of perceptron-based active learning. COLT.
    • (2005) COLT
    • Dasgupta, S.1    Kalai, A.T.2    Monteleoni, C.3
  • 3
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. S. Seung, E. Shamir and N. Tishby (1997). Selective Sampling Using the Query by Committee Algorithm. Machine Learning Volume 28.
    • (1997) Machine Learning , vol.28
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 4
    • 0036680338 scopus 로고    scopus 로고
    • Learning cost-sensitive active classifiers
    • R. Greiner, A. Grove and D. Roth (2002). Learning Cost-Sensitive Active Classifiers. Artificial Intelligence Volume 139(2).
    • (2002) Artificial Intelligence , vol.139 , Issue.2
    • Greiner, R.1    Grove, A.2    Roth, D.3
  • 7
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies
    • A. Krause, A. Singh and C. Guestrin (2008). Near-optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies. JMLR Volume 9(2).
    • (2008) JMLR , vol.9 , Issue.2
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 8
    • 33646394254 scopus 로고    scopus 로고
    • Budgeted learning of naive-bayes classifiers
    • D. Lizotte, O. Madani and R. Greiner (2003). Budgeted Learning of Naive-Bayes Classifiers. UAI.
    • (2003) UAI
    • Lizotte, D.1    Madani, O.2    Greiner, R.3
  • 9
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • D. MacKay (1992a). Information-Based Objective Functions for Active Data Selection. Neural Computation Volume 4(4).
    • (1992) Neural Computation , vol.4 , Issue.4
    • MacKay, D.1
  • 10
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • N. Roy and A. McCallum (2001). Toward Optimal Active Learning through Sampling Estimation of Error Reduction. ICML.
    • (2001) ICML
    • Roy, N.1    McCallum, A.2
  • 12
    • 33749255623 scopus 로고    scopus 로고
    • Feature value acquisition in testing: A sequential batch test algorithm
    • V. S. Sheng and C. X. Ling (2006). Feature value acquisition in testing: a sequential batch test algorithm. ICML.
    • (2006) ICML
    • Sheng, V.S.1    Ling, C.X.2
  • 13
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • S. Tong and D. Koller (2001). Support Vector Machine Active Learning with Applications to Text Classification. JMLR Volume 2.
    • (2001) JMLR , vol.2
    • Tong, S.1    Koller, D.2
  • 14
    • 84898945418 scopus 로고    scopus 로고
    • Active learning for parameter estimation in Bayesian networks
    • S. Tong and D. Koller (2001). Active learning for parameter estimation in Bayesian networks. NIPS.
    • (2001) NIPS
    • Tong, S.1    Koller, D.2
  • 15
    • 70049090225 scopus 로고    scopus 로고
    • Bayesian random fields: The bethe-laplace approximation
    • M. Welling and S. Parise (2006) Bayesian Random Fields: The Bethe-Laplace Approximation. UAI.
    • (2006) UAI
    • Welling, M.1    Parise, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.