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Volumn , Issue , 2007, Pages 429-434

Exploiting network structure for active inference in collective classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACIES; CLASSIFICATION PERFORMANCE; DATA SETS; EFFICIENT METHODS; INTERNATIONAL CONFERENCES; LOCAL STRUCTURES; NETWORK STRUCTURES; RANDOM SELECTION; RELATIONAL DATA; RELATIVE EFFECTIVENESS; STATISTICAL DEPENDENCIES; SYNTHETIC DATA SETS;

EID: 49549110019     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2007.124     Document Type: Conference Paper
Times cited : (26)

References (28)
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    • (1998) ACM SIGMOD Record , vol.27 , Issue.2
    • Chakrabarti, S.1    Dom, B.2    Indyk, P.3
  • 4
    • 49549083203 scopus 로고    scopus 로고
    • Active Learning with Statistical Models
    • Arxiv preprint cs.AI/9603104
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    • (1996)
    • Cohn, D.1    Ghahramani, Z.2    Jordan, M.3
  • 6
    • 33750177351 scopus 로고
    • Centrality in social networks
    • L. Freeman. Centrality in social networks. Social Networks, 1(3), 1979.
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    • Freeman, L.1
  • 7
    • 0031209604 scopus 로고    scopus 로고
    • Selective Sampling Using the Query by Committee Algorithm
    • Y. Freund, H. Seung, E. Shamir, and N. Tishby. Selective Sampling Using the Query by Committee Algorithm. Machine Learning, 28(2), 1997.
    • (1997) Machine Learning , vol.28 , Issue.2
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 13
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • D. MacKay. Information-based objective functions for active data selection. Neural Computation, 4(4), 1992.
    • (1992) Neural Computation , vol.4 , Issue.4
    • MacKay, D.1
  • 28
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of'small-world'networks
    • D. Watts and S. Strogatz. Collective dynamics of'small-world'networks. Nature, 393(6684), 1998.
    • (1998) Nature , vol.393 , Issue.6684
    • Watts, D.1    Strogatz, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.