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Volumn 111 CCIS, Issue PART 1, 2010, Pages 125-130

An assessment of node classification accuracy in social networks using label-dependent feature extraction

Author keywords

classification; collective classification; feature extraction; Label dependent features; social network analysis

Indexed keywords

CLASS LABELS; CLASSIFICATION; CLASSIFICATION ACCURACY; CLASSIFICATION TASKS; COLLECTIVE CLASSIFICATION; DATA SETS; FEATURES EXTRACTION; REAL WORLD DATA; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS;

EID: 78649875058     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-16318-0_14     Document Type: Conference Paper
Times cited : (2)

References (12)
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    • Desrosiers, C.1    Karypis, G.2
  • 4
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    • Autocorrelation and linkage cause bias in evaluation of relational learners
    • Matwin, S., Sammut, C. (eds.) ILP 2002. Springer, Heidelberg
    • Jensen, D., Neville, J.: Autocorrelation and linkage cause bias in evaluation of relational learners. In: Matwin, S., Sammut, C. (eds.) ILP 2002. LNCS (LNAI), vol. 2583, pp. 101- 116. Springer, Heidelberg (2003)
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    • Jensen, D.1    Neville, J.2
  • 6
    • 77954599186 scopus 로고    scopus 로고
    • Boosting Algorithm with Sequence-loss Cost Function for Structured Prediction
    • Graña Romay, M., Corchado, E., Garcia Sebastian, M.T. (eds.) HAIS 2010. Springer, Heidelberg
    • Kajdanowicz, T., Kazienko, P., Kraszewski, J.: Boosting Algorithm with Sequence-loss Cost Function for Structured Prediction. In: Graña Romay, M., Corchado, E., Garcia Sebastian, M.T. (eds.) HAIS 2010. LNCS (LNAI), vol. 6076, pp. 573-580. Springer, Heidelberg (2010)
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    • Kajdanowicz, T.1    Kazienko, P.2    Kraszewski, J.3
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    • A brief survey of machine learning methods for classification in networked data and an application to suspicion scoring
    • Airoldi, E.M., Blei, D.M., Fienberg, S.E., Goldenberg, A., Xing, E.P., Zheng, A.X. (eds.) ICML 2006. Springer, Heidelberg
    • Macskassy, S., Provost, F.: A brief survey of machine learning methods for classification in networked data and an application to suspicion scoring. In: Airoldi, E.M., Blei, D.M., Fienberg, S.E., Goldenberg, A., Xing, E.P., Zheng, A.X. (eds.) ICML 2006. LNCS, vol. 4503, pp. 172-175. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4503 , pp. 172-175
    • Macskassy, S.1    Provost, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.