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Volumn 4, Issue , 2007, Pages 583-587

Boosting the performance of web spam detection with ensemble under-sampling classification

Author keywords

[No Author keywords available]

Indexed keywords

ENSEMBLE STRATEGIES; WEB SPAM DETECTION;

EID: 44049101329     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2007.207     Document Type: Conference Paper
Times cited : (40)

References (18)
  • 4
    • 44049103829 scopus 로고    scopus 로고
    • L. Becchetti, C. Castillo1 D. Donato1, S. Leonardi, and R. Baeza-Yates. Using Rank Propagation and Probabilistic Counting for Link Based Spam Detection. In Proc. of WebKDD'06, August 2006.
    • L. Becchetti, C. Castillo1 D. Donato1, S. Leonardi, and R. Baeza-Yates. Using Rank Propagation and Probabilistic Counting for Link Based Spam Detection. In Proc. of WebKDD'06, August 2006.
  • 7
    • 44049095034 scopus 로고    scopus 로고
    • Yahoo! Research: Web Collection UK-2006. http://research. yahoo.com/ Crawled by the Laboratory of Web Algorithmics, University of Milan, http://law.dsi.unimi.it/. URL retrieved Febrary 2007.
    • Yahoo! Research: "Web Collection UK-2006". http://research. yahoo.com/ Crawled by the Laboratory of Web Algorithmics, University of Milan, http://law.dsi.unimi.it/. URL retrieved Febrary 2007.
  • 13
    • 20844458491 scopus 로고    scopus 로고
    • Mining with Rarity - Problems and Solutions: A Unifying Framework
    • G.M. Weiss. Mining with Rarity - Problems and Solutions: A Unifying Framework. SIGKDD Explorition, 2004
    • (2004) SIGKDD Explorition
    • Weiss, G.M.1
  • 15
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-theoretic Generalization of on-line Learning and an Application to Boosting
    • August
    • Y. Preund and R. E. Schapire. A Decision-theoretic Generalization of on-line Learning and an Application to Boosting. Journal of Computer and System Sciences, 55(1): 119-139, August 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Preund, Y.1    Schapire, R.E.2
  • 17
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • L. Breiman. Bagging Predictors. Machine Learning, 24(2), 1996.
    • (1996) Machine Learning , vol.24 , Issue.2
    • Breiman, L.1
  • 18
    • 33745617319 scopus 로고    scopus 로고
    • Link Spam Alliances,
    • Technical Report, September
    • Z. Gyöngyi, and H. G. Molina. Link Spam Alliances, Technical Report, September 2005.
    • (2005)
    • Gyöngyi, Z.1    Molina, H.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.