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Volumn 2431 LNAI, Issue , 2002, Pages 163-175

Generating actionable knowledge by expert-guided subgroup discovery

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; DIAGNOSIS; MARKETING; DATA MINING;

EID: 84864847489     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45681-3_14     Document Type: Conference Paper
Times cited : (18)

References (16)
  • 1
    • 0001371923 scopus 로고    scopus 로고
    • Fast discovery of association rules
    • U. M. Fayyad, G. Piatetski-Shapiro, P. Smyth and R. Uthurusamy (Eds.). AAAI Press. 163
    • Agrawal, R., Mannila, H., Srikant, R., Toivonen, H., & Verkamo, A. I. (1996) Fast discovery of association rules. In U. M. Fayyad, G. Piatetski-Shapiro, P. Smyth and R. Uthurusamy (Eds.) Advances in Knowledge Discovery and Data Mining, pp. 307-328. AAAI Press. 163
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 307-328
    • Agrawal, R.1    Mannila, H.2    Srikant, R.3    Toivonen, H.4    Verkamo, A.I.5
  • 2
  • 5
    • 0011957932 scopus 로고    scopus 로고
    • Descriptive induction through subgroup discovery: A case study in a medical domain
    • Morgan Kaufmann, in press. 164, 171, 172
    • Gamberger, D. & Lavrač, N. (2002) Descriptive induction through subgroup discovery: a case study in a medical domain. In Proc. of 19th International Conference on Machine Learning (ICML2002), Morgan Kaufmann, in press. 164, 171, 172
    • (2002) Proc. of 19th International Conference on Machine Learning (ICML2002)
    • Gamberger, D.1    Lavrač, N.2
  • 6
    • 0030365938 scopus 로고    scopus 로고
    • Error correlation and error reduction in ensemble classifiers
    • Kagan, T. & Ghosh, J. (1996) Error correlation and error reduction in ensemble classifiers. Connection Science, 8, 385-404.
    • (1996) Connection Science , vol.8 , pp. 385-404
    • Kagan, T.1    Ghosh, J.2
  • 7
    • 0002192370 scopus 로고    scopus 로고
    • Explora: A multipattern and multistrategy discovery assistant
    • U. M. Fayyad, G. Piatetski-Shapiro, P. Smyth and R. Uthurusamy (Eds.). MIT Press. 166, 167
    • Klösgen, W. (1996) Explora: A multipattern and multistrategy discovery assistant. In U. M. Fayyad, G. Piatetski-Shapiro, P. Smyth and R. Uthurusamy (Eds.) Advances in Knowledge Discovery and Data Mining, pp. 249-271. MIT Press. 166, 167
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 249-271
    • Klösgen, W.1
  • 9
    • 43449128794 scopus 로고    scopus 로고
    • Subgroup discovery for actionable knowledge generation: Defiences of classification rule learning and lessons learned
    • to be printed. 165
    • Lavrač, N., Gamberger, D., & Flach, P. (2002) Subgroup discovery for actionable knowledge generation: Defiences of classification rule learning and lessons learned. Data Mining Lessons Learned Workshop at ICML 2002 Conference, to be printed. 165
    • (2002) Data Mining Lessons Learned Workshop at ICML 2002 Conference
    • Lavrač, N.1    Gamberger, D.2    Flach, P.3
  • 10
    • 85005299854 scopus 로고
    • The multi-purpose incremental learning system AQ15 and its testing application on three medical domains
    • Morgan Kaufmann. 163, 165
    • Michalski, R. S., Mozetič, I., Hong, J., & Lavrač, N. (1986) The multi-purpose incremental learning system AQ15 and its testing application on three medical domains. In Proc. Fifth National Conference on Artificial Intelligence, pp. 1041-1045, Morgan Kaufmann. 163, 165
    • (1986) Proc. Fifth National Conference on Artificial Intelligence , pp. 1041-1045
    • Michalski, R.S.1    Mozetič, I.2    Hong, J.3    Lavrač, N.4
  • 11
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • 167
    • Provost, F. & Fawcett, T. (2001) Robust classification for imprecise environments. Machine Learning, 42(3), 203-231. 167
    • (2001) Machine Learning , vol.42 , Issue.3 , pp. 203-231
    • Provost, F.1    Fawcett, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.