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Volumn , Issue , 2007, Pages 66-72

Comparison of classifiers efficiency on missing values recovering: Application in a marketing database with massive missing data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATABASE SYSTEMS; DECISION TREES; NEURAL NETWORKS; PATTERN RECOGNITION; PROBLEM SOLVING;

EID: 34548745963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIDM.2007.368854     Document Type: Conference Paper
Times cited : (19)

References (20)
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    • A. P. Bradley, "The use of the area under the ROC curve in the evaluation of machine learning algorithms," in Pattern Recognition, vol. 30, pp. 1145-1159, 1997.
    • (1997) Pattern Recognition , vol.30 , pp. 1145-1159
    • Bradley, A.P.1
  • 7
    • 75149152431 scopus 로고    scopus 로고
    • An Ontology engineering approach for knowledge discovery from data in evolving domains
    • Auckaland University of Technology, New Zealand
    • P. Gottgtroy, N. Kasabov and S. Mcdonell, "An Ontology engineering approach for knowledge discovery from data in evolving domains", Knowledge Engineering and Discovery Institute, Auckaland University of Technology - New Zealand.
    • Knowledge Engineering and Discovery Institute
    • Gottgtroy, P.1    Kasabov, N.2    Mcdonell, S.3
  • 8
    • 0001896313 scopus 로고    scopus 로고
    • The process of knowledge discovery in databases: A human centered approach
    • U. M. Fayyad, G. PiatetskyShapiro, P. Smyth, and R. Uthurusamy, editors, chapter 2, AAAI/MIT Press
    • R. J. Brachman and T. Anand. "The process of knowledge discovery in databases: A human centered approach", in U. M. Fayyad, G. PiatetskyShapiro, P. Smyth, and R. Uthurusamy, editors, Advances in Knowledge Discovery and Data Mining, chapter 2, pages 37-57. AAAI/MIT Press, 1996.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 37-57
    • Brachman, R.J.1    Anand, T.2
  • 12
    • 27144531570 scopus 로고    scopus 로고
    • A Study of the Behaviour of Several Methods for Balancing Machine Learning Training Data
    • June
    • G. Batista, R.C. Patri, M.C. Monard. "A Study of the Behaviour of Several Methods for Balancing Machine Learning Training Data", in SlGKDD Explorations, June 2004, Vol. 6 Issue 1, pp.20-29.
    • (2004) SlGKDD Explorations , vol.6 , Issue.1 , pp. 20-29
    • Batista, G.1    Patri, R.C.2    Monard, M.C.3
  • 13
    • 27144479454 scopus 로고    scopus 로고
    • Learning from Imbalanced Data Sets with Boosting and Data Generation: The DataBoost-IM Approach, in
    • June
    • H. Guo and H.L. Viktor, "Learning from Imbalanced Data Sets with Boosting and Data Generation: The DataBoost-IM Approach", in SIGKDD Explorations, June 2004, Vol. 6 Issue 1, pp.30-39.
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 30-39
    • Guo, H.1    Viktor, H.L.2
  • 15
    • 20844458491 scopus 로고    scopus 로고
    • Mining with Rarity: A Unifying Framework, in
    • June
    • G.M. Weiss, "Mining with Rarity: A Unifying Framework", in SIGKDD Explorations, June 2004, Vol. 6 Issue 1, pp.7-19.
    • (2004) SIGKDD Explorations , vol.6 , Issue.1 , pp. 7-19
    • Weiss, G.M.1
  • 16
    • 34548140680 scopus 로고    scopus 로고
    • Uma Experiência no Balanceamento Artificial de Conjuntos de Dados para Aprendizado com Classes Desbalanceadas utilizando Análise ROC
    • Chilán
    • R.C. Prati, G. Batista and M.C. Monard, "Uma Experiência no Balanceamento Artificial de Conjuntos de Dados para Aprendizado com Classes Desbalanceadas utilizando Análise ROC", in Proceedings of IV Workshop on Advances & Trends in Al for Problem Solving, Chilán, 2003.
    • (2003) Proceedings of IV Workshop on Advances & Trends in Al for Problem Solving
    • Prati, R.C.1    Batista, G.2    Monard, M.C.3
  • 19
    • 0031150149 scopus 로고    scopus 로고
    • Generating ROC Curves for Artificial Neural Networks, in
    • K. Woods and K. W. Bowyer, "Generating ROC Curves for Artificial Neural Networks", in IEEE Transactions on Medical Imaging, volume 16, pages 329-337, 1997.
    • (1997) IEEE Transactions on Medical Imaging , vol.16 , pp. 329-337
    • Woods, K.1    Bowyer, K.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.