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Data Mining

Hierarchical Analysis for Discovering Knowledge in Large Databases

References

  • Fukuda , T. and Morimoto , Y. 2001 . Data Mining with Optimized Two-Dimensional Association Rules . ACM Trans. on Data Systems , 26 ( 2 ) : 179 – 213 .
  • Carter , C. L. and Hamilton , H. J. 1998 . Efficient Attribute-Oriented Algorithms for Knowledge Discovery from Large Databases . IEEE Trans. on Knowledge and Data Engineering , 10 ( 2 ) : 193 – 208 .
  • Agrawal , R. and Srikant , R. September 1994 . “ Fast Algorithms for Mining Association Rules ” . In Proceedings of the 20th Int. Conf. on Very Large Data Bases September , 478 – 499 . Santiago, Chili
  • Bonifati , A. , Cattaneo , F. , Ceri , S. , Fuggetta , A. and Paraboschi , S. September, 2001 . Designing Data Marts for Data Warehouses . ACM Trans. on Software Engineering and Methodology , 10 ( 4 ) : 452 – 483 .
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  • Fenton , N. E. and Pfleeger , S. L. 1997 . Software Metrics ò A Rigorous and Practical Approach, , 2nd edition , New York : PWS Publishing .
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Further Reading

  • Boehm , B. W. 1988 . A Spiral Model of Software Development and Enhancement . IEEE Computer , 21 May : 61 – 72 .
  • Theodoratos , D. and Sellis , T. 1999 . Designing a Data Warehouse . Data Knowledge Engineering , 31 ( 3 ) : 279 – 301 .
  • Yen , S. J. and Chen , A. L.P. 2001 . A Graph-Based Approach for Discovering Various Types of Association Rules . IEEE Trans. on Knowledge and Data Engineering , 13 ( 5 ) : 839 – 845 .
  • Pasquier , N. , Bastide , Y. , Taouil , R. and Lakhal , L. 1999 . Efficient Mining of Association Rules Using Closed Itemset Lattices . Information Systems , 24 ( 1 ) : 25 – 46 .
  • Chen , L. , Sakaguchi , T. and Frolick , M. N. 2000 . Data Mining Methods, Applications, and Tools . Information Systems Management , : 65 – 70 .
  • Chen , M. S. , Han , J. and Yu , P. S. 1996 . Data Mining: An Overview from a Database Perspective . IEEE Trans. on Knowledge and Data Engineering , 8 ( 6 ) : 866 – 883 .
  • Hoven , J. V.D. 1999 . Data Marts: Plan Big, Build Small . Information Systems Management , : 71 – 73 .
  • Benander , A. , Benander , B. , Fadlalla , A. and James , G. 2000 . Data Warehouse Administration and Management . Information Systems Management , : 71 – 80 .
  • Gardner , S. R. 1998 . Building the Data Warehouse . Communications of the ACM , 41 ( 9 ) : 52 – 60 . September
  • Agrawal , R. and Shafer , J. 1996 . Parallel Mining of Association Rules . IEEE Trans. on Knowledge and Data Engineering , 8 ( 6 ) : 962 – 969 .
  • Baralis , E. and Psaila , G. 1997 . Designing Templates for MiningAssociationRules . Journal of Intelligent Information Systems , 9 ( 1 ) : 7 – 32 .
  • Cheung , D. , Ng , V. , Fu , A. and Fu , Y. 1996 . Efficient Mining of Association Rules in Distributed Database . IEEE Trans. on Knowledge and Data Engineering , 8 ( 6 ) : 911 – 922 .

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