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Volumn , Issue , 2012, Pages 383-386

Network sampling designs for relational classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION ALGORITHM; CLASSIFICATION PERFORMANCE; INFORMATION NETWORKS; ITS APPLICATIONS; NETWORK SAMPLINGS; RELATIONAL LEARNING; RELATIONAL MODEL;

EID: 84890755360     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (21)

References (12)
  • 2
    • 84890589151 scopus 로고    scopus 로고
    • How does the data sampling strategy impact the discovery of information diffusion in social media
    • Choudhury, M.; Lin, Y.; Sundaram, H.; Candan, K.; Xie, L.; and Kelliher, A. 2010. How does the data sampling strategy impact the discovery of information diffusion in social media. In ICWSM, 34-41.
    • (2010) ICWSM , pp. 34-41
    • Choudhury, M.1    Lin, Y.2    Sundaram, H.3    Candan, K.4    Xie, L.5    Kelliher, A.6
  • 3
    • 84880688943 scopus 로고    scopus 로고
    • Learning probabilistic relational models
    • Friedman, N.; Getoor, L.; Koller, D.; and Pfeffer, A. 1999. Learning probabilistic relational models. In IJCAI, 1300-1309.
    • (1999) IJCAI , pp. 1300-1309
    • Friedman, N.1    Getoor, L.2    Koller, D.3    Pfeffer, A.4
  • 4
    • 67049137972 scopus 로고    scopus 로고
    • Metropolis algorithms for representative subgraph sampling
    • Hubler, C.; Kriegel, H.; Borgwardt, K.; and Ghahramani, Z. 2008. Metropolis algorithms for representative subgraph sampling. In ICDM, 283-292.
    • (2008) ICDM , pp. 283-292
    • Hubler, C.1    Kriegel, H.2    Borgwardt, K.3    Ghahramani, Z.4
  • 5
    • 33745777820 scopus 로고    scopus 로고
    • Bias-free hypothesis evaluation in multirelational domains
    • Körner, C., and Wrobel, S. 2006. Bias-free hypothesis evaluation in multirelational domains. In PAKDD', 668-672.
    • (2006) PAKDD , pp. 668-672
    • Körner, C.1    Wrobel, S.2
  • 6
    • 32844475337 scopus 로고    scopus 로고
    • Statistical properties of sampled networks
    • Lee, S.; Kim, P.; and Jeong, H. 2006. Statistical properties of sampled networks. Physical Review E 73(1):016102.
    • (2006) Physical Review e , vol.73 , Issue.1 , pp. 016102
    • Lee, S.1    Kim, P.2    Jeong, H.3
  • 7
    • 33749581229 scopus 로고    scopus 로고
    • Sampling from large graphs
    • Leskovec, J., and Faloutsos, C. 2006. Sampling from large graphs. In KDD, 631-636.
    • (2006) KDD , pp. 631-636
    • Leskovec, J.1    Faloutsos, C.2
  • 8
    • 34249102504 scopus 로고    scopus 로고
    • Classification in networked data: A toolkit and a univariate case study
    • May
    • Macskassy, S., and Provost, F. 2007. Classification in networked data: A toolkit and a univariate case study. JMLR 8(May):935-983.
    • (2007) JMLR , vol.8 , pp. 935-983
    • Macskassy, S.1    Provost, F.2
  • 9
    • 77951172790 scopus 로고    scopus 로고
    • Evaluating statistical tests for within-network classifiers of relational data
    • Neville, J.; Gallagher, B.; and Eliassi-Rad, T. 2009. Evaluating statistical tests for within-network classifiers of relational data. In ICDM.
    • (2009) ICDM
    • Neville, J.1    Gallagher, B.2    Eliassi-Rad, T.3
  • 11
    • 84880884400 scopus 로고    scopus 로고
    • Probabilistic classification and clustering in relational data
    • Taskar, B.; Segal, E.; and Koller, D. 2001. Probabilistic classification and clustering in relational data. In IJCAI, 870-878.
    • (2001) IJCAI , pp. 870-878
    • Taskar, B.1    Segal, E.2    Koller, D.3
  • 12
    • 77954603933 scopus 로고    scopus 로고
    • Modeling relationship strength in online social networks
    • Xiang, R.; Neville, J.; and Rogati, M. 2010. Modeling relationship strength in online social networks. In WWW.
    • (2010) WWW
    • Xiang, R.1    Neville, J.2    Rogati, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.