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Volumn 18, Issue 8, 2006, Pages 1043-1054

Robust rule-based prediction

Author keywords

Classification; Data mining; Robustness; Rule

Indexed keywords

BENCHMARKING; CLASSIFICATION (OF INFORMATION); DATA HANDLING; DATA MINING; HIERARCHICAL SYSTEMS; OPTIMAL CONTROL SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

EID: 33746346719     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.129     Document Type: Article
Times cited : (17)

References (24)
  • 2
    • 11344271623 scopus 로고    scopus 로고
    • Essential classification rule sets
    • E. Baralis and S. Chiusano, "Essential Classification Rule Sets," ACM Trans. Database Systems, vol. 29, no. 4, pp. 635-674, 2004
    • (2004) ACM Trans. Database Systems , vol.29 , Issue.4 , pp. 635-674
    • Baralis, E.1    Chiusano, S.2
  • 3
    • 0242498488 scopus 로고    scopus 로고
    • An analysis of four missing data treatment methods for supervised learning
    • G.E.A.P.A. Batista and M.C. Monard, "An Analysis of Four Missing Data Treatment Methods for Supervised Learning," Applied Artificial Intelligence, vol. 17, nos. 5-6, pp. 519-533, 2003.
    • (2003) Applied Artificial Intelligence , vol.17 , Issue.5-6 , pp. 519-533
    • Batista, G.E.A.P.A.1    Monard, M.C.2
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, "Bagging Predictors," Machine Learning, vol. 24, pp. 123-140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 85015191605 scopus 로고
    • Rule induction with CN2: Some recent improvements
    • P. Clark and R. Boswell, "Rule Induction with CN2: Some Recent Improvements," Machine Learning-EWSL-91, pp. 151-163, 1991.
    • (1991) Machine Learning-EWSL-91 , pp. 151-163
    • Clark, P.1    Boswell, R.2
  • 7
    • 34249966007 scopus 로고
    • The CN2 induction algorithm
    • P. Clark and T. Niblett, "The CN2 Induction Algorithm," Machine Learning, vol. 3, no. 4, pp. 261-283, 1989.
    • (1989) Machine Learning , vol.3 , Issue.4 , pp. 261-283
    • Clark, P.1    Niblett, T.2
  • 10
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Y. Freund and R.E. Schapire, "A Decision-Theoretic Generalization of On-line Learning and an Application to Boosting," J. Computer and System Sciences, vol. 55, no. 1, pp. 119-139, 1997.
    • (1997) J. Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 12
    • 33644650161 scopus 로고    scopus 로고
    • On optimal rule discovery
    • J. Li, "On Optimal Rule Discovery," IEEE Trans. Knowledge and Data Eng., vol. 18, no. 4, pp. 460-471, 2006.
    • (2006) IEEE Trans. Knowledge and Data Eng. , vol.18 , Issue.4 , pp. 460-471
    • Li, J.1
  • 13
    • 0036722344 scopus 로고    scopus 로고
    • Mining the optimal class association rule set
    • J. Li, H. Shen, and R. Topor, "Mining the Optimal Class Association Rule Set," Knowledge-Based System, vol. 15, no. 7, pp. 399-405, 2002.
    • (2002) Knowledge-based System , vol.15 , Issue.7 , pp. 399-405
    • Li, J.1    Shen, H.2    Topor, R.3
  • 15
    • 78149313084 scopus 로고    scopus 로고
    • CMAR accurate and efficient classification based on multiple class-association rules
    • W. Li, J. Han, and J. Pei, "CMAR Accurate and Efficient Classification Based on Multiple Class-Association Rules," Proc. 2001 IEEE Int'l Conf. Data Mining (ICDM '01), pp. 369-376, 2001.
    • (2001) Proc. 2001 IEEE Int'l Conf. Data Mining (ICDM '01) , pp. 369-376
    • Li, W.1    Han, J.2    Pei, J.3
  • 17
    • 34249966833 scopus 로고
    • An empirical comparison of selection measures for decision tree induction
    • J. Mingers, "An Empirical Comparison of Selection Measures for Decision Tree Induction," Machine Learning, vol. 3, pp. 319-342, 1989.
    • (1989) Machine Learning , vol.3 , pp. 319-342
    • Mingers, J.1
  • 19
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan, "Induction of Decision Trees," Machine Learning, vol. 1, no. 1, pp. 81-106, 1986.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 21
    • 1242308945 scopus 로고    scopus 로고
    • Selecting the right objective measure for association analysis
    • P. Tan, V. Kumar, and J. Srivastava, "Selecting the Right Objective Measure for Association Analysis," Information Systems, vol. 29, no. 4, pp. 293-313, 2004.
    • (2004) Information Systems , vol.29 , Issue.4 , pp. 293-313
    • Tan, P.1    Kumar, V.2    Srivastava, J.3
  • 24
    • 4444337294 scopus 로고    scopus 로고
    • Mining non-redundant association rules
    • M.J. Zald, "Mining Non-Redundant Association Rules," Data Mining and Knowledge Discovery J., vol. 9, pp. 223-248, 2004
    • (2004) Data Mining and Knowledge Discovery J. , vol.9 , pp. 223-248
    • Zald, M.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.