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Volumn 25, Issue 1-2, 1998, Pages 55-97

Generalization-based data mining in object-oriented databases using an object cube model

Author keywords

Data mining; Knowledge discovery in databases; Object cube model; Object oriented databases

Indexed keywords

INFORMATION RETRIEVAL; KNOWLEDGE ACQUISITION; KNOWLEDGE REPRESENTATION; MATHEMATICAL MODELS; OBJECT ORIENTED PROGRAMMING;

EID: 0032022027     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-023X(97)00051-7     Document Type: Article
Times cited : (55)

References (58)
  • 2
    • 0002644607 scopus 로고
    • Fast similarity search in the presence of noise, scaling, and translation in time-series databases
    • Zurich, Switzerland Sept.
    • R. Agrawal, K.-I. Lin, H.S. Sawhney, K. Shim, Fast similarity search in the presence of noise, scaling, and translation in time-series databases, in Proc. 21st Intl. Conf. Very Large Data Bases, Zurich, Switzerland (Sept. 1995) pp. 490-501.
    • (1995) Proc. 21st Intl. Conf. Very Large Data Bases , pp. 490-501
    • Agrawal, R.1    Lin, K.-I.2    Sawhney, H.S.3    Shim, K.4
  • 4
    • 0001882616 scopus 로고
    • Fast algorithms for mining association rules
    • Santiago, Chile September
    • R. Agrawal, R. Srikant, Fast algorithms for mining association rules, in Proc. 1994 Intl. Conf. Very Large Data Bases, Santiago, Chile (September 1994) pp. 487-499.
    • (1994) Proc. 1994 Intl. Conf. Very Large Data Bases , pp. 487-499
    • Agrawal, R.1    Srikant, R.2
  • 11
    • 0000417939 scopus 로고
    • A statistical technique for extracting classificatory knowledge from databases
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.), AAAI/MIT Press
    • K.C.C. Chan, A.K.C. Wong, A statistical technique for extracting classificatory knowledge from databases, in G. Piatetsky-Shapiro, W.J. Frawley (eds.), Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 107-124.
    • (1991) Knowledge Discovery in Databases , pp. 107-124
    • Chan, K.C.C.1    Wong, A.K.C.2
  • 12
    • 0344811122 scopus 로고    scopus 로고
    • An overview of data warehousing and OLAP technology
    • S. Chaudhuri, U. Dayal, An overview of data warehousing and OLAP technology, ACM SIGMOD Record 26 (1997) 65-74.
    • (1997) ACM SIGMOD Record , vol.26 , pp. 65-74
    • Chaudhuri, S.1    Dayal, U.2
  • 15
    • 84957712272 scopus 로고
    • Knowledge discovery in large spatial databases: Focusing techniques for efficient class identification
    • Portland, Maine August
    • M. Ester, H.-P. Kriegel, X. Xu, Knowledge discovery in large spatial databases: Focusing techniques for efficient class identification, in Proc. 4th Intl. Symp. on Large Spatial Databases (SSD'95), Portland, Maine (August 1995) pp. 67-82.
    • (1995) Proc. 4th Intl. Symp. on Large Spatial Databases (SSD'95) , pp. 67-82
    • Ester, M.1    Kriegel, H.-P.2    Xu, X.3
  • 16
    • 0002389633 scopus 로고    scopus 로고
    • Automating the analysis and cataloging of sky surveys
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), AAI/MIT Press
    • U.M. Fayyad, S.G. Djorgovski, N. Weir, Automating the analysis and cataloging of sky surveys, in U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), Advances in Knowledge Discovery and Data Mining (AAI/MIT Press, 1996) pp. 471-493.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 471-493
    • Fayyad, U.M.1    Djorgovski, S.G.2    Weir, N.3
  • 18
    • 0003218928 scopus 로고
    • Improving inference through conceptual clustering
    • Seattle, Washington July
    • D. Fisher, Improving inference through conceptual clustering, in Proc. 1987 AAAI Conf., Seattle, Washington (July 1987) pp. 461-465.
    • (1987) Proc. 1987 AAAI Conf. , pp. 461-465
    • Fisher, D.1
  • 20
    • 0001790815 scopus 로고
    • Knowledge discovery in databases: An overview
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.), AAAI/MIT Press
    • W.J. Frawley, G. Piatetsky-Shapiro, C.J. Matheus, Knowledge discovery in databases: An overview, in G. Piatetsky-Shapiro, W.J. Frawley (eds.), Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 1-27.
    • (1991) Knowledge Discovery in Databases , pp. 1-27
    • Frawley, W.J.1    Piatetsky-Shapiro, G.2    Matheus, C.J.3
  • 26
    • 0002889848 scopus 로고
    • Dynamic generation and refinement of concept hierarchies for knowledge discovery in databases
    • Seattle, WA July
    • J. Han, Y. Fu, Dynamic generation and refinement of concept hierarchies for knowledge discovery in databases, in Proc. AAAI'94 Workshop on Knowledge Discovery in Databases (KDD'94), Seattle, WA (July 1994) pp. 157-168.
    • (1994) Proc. AAAI'94 Workshop on Knowledge Discovery in Databases (KDD'94) , pp. 157-168
    • Han, J.1    Fu, Y.2
  • 27
    • 0002401815 scopus 로고
    • Discovery of multiple-level association rules from large databases
    • Zurich, Switzerand Sept.
    • J. Han, Y. Fu, Discovery of multiple-level association rules from large databases, in Proc. 1995 Intl. Conf. Very Large Data Bases, Zurich, Switzerand (Sept. 1995) pp. 420-431.
    • (1995) Proc. 1995 Intl. Conf. Very Large Data Bases , pp. 420-431
    • Han, J.1    Fu, Y.2
  • 28
    • 0002479811 scopus 로고    scopus 로고
    • Exploration of the power of attribute-oriented induction in data mining
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), AAAI/MIT Press
    • J. Han, Y. Fu, Exploration of the power of attribute-oriented induction in data mining, in U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), Advances in Knowledge Discovery and Data Mining (AAAI/MIT Press, 1996) pp. 399-421.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 399-421
    • Han, J.1    Fu, Y.2
  • 29
    • 0009923795 scopus 로고
    • Knowledge discovery in object-oriented and active databases
    • F. Fuchi, T. Yokoi (eds.), Ohmsha and IOS Press
    • J. Han, S. Nishio, H. Kawano, Knowledge discovery in object-oriented and active databases, in F. Fuchi, T. Yokoi (eds.), Knowledge Building and Knowledge Sharing (Ohmsha and IOS Press, 1994).
    • (1994) Knowledge Building and Knowledge Sharing
    • Han, J.1    Nishio, S.2    Kawano, H.3
  • 31
    • 0026874686 scopus 로고
    • An object-oriented methodology for knowledge base/database coupling
    • June
    • K. Higa, M. Morrison, J. Morrison, O.R. Sheng, An object-oriented methodology for knowledge base/database coupling, Comm. ACM 35 (June 1992) 99-113.
    • (1992) Comm. ACM , vol.35 , pp. 99-113
    • Higa, K.1    Morrison, M.2    Morrison, J.3    Sheng, O.R.4
  • 36
    • 0002192370 scopus 로고    scopus 로고
    • Explora: A multipattern and multistrategy discovery assistant
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), AAAI/MIT Press
    • W. Klösgen, Explora: A multipattern and multistrategy discovery assistant, in U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), Advances in Knowledge Discovery and Data Mining (AAAI/MIT Press, 1996) pp. 249-271.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 249-271
    • Klösgen, W.1
  • 37
    • 0346846723 scopus 로고
    • Induction of decision trees from complex structured data
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.). AAAI/MIT Press
    • M. Manago, Y. Kodratoff, Induction of decision trees from complex structured data, in G. Piatetsky-Shapiro, W.J. Frawley (eds.). Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 289-306.
    • (1991) Knowledge Discovery in Databases , pp. 289-306
    • Manago, M.1    Kodratoff, Y.2
  • 38
    • 0003046840 scopus 로고
    • A theory and methodology of inductive learning
    • Michalski et al. (eds.), Morgan Kaufmann
    • R.S. Michalski, A theory and methodology of inductive learning, in Michalski et al. (eds.), Machine Learning: An Artificial Intelligence Approach, Vol. 1 (Morgan Kaufmann, 1983) pp. 83-134.
    • (1983) Machine Learning: An Artificial Intelligence Approach , vol.1 , pp. 83-134
    • Michalski, R.S.1
  • 40
    • 0003019562 scopus 로고
    • Mining for knowledge in databases: The INLEN architecture, initial implementation and first results
    • R.S. Michalski, L. Kerschberg, K.A. Kaufman, J.S. Ribeiro, Mining for knowledge in databases: The INLEN architecture, initial implementation and first results, J. Int. Info. Systems 1 (1992) 85-114.
    • (1992) J. Int. Info. Systems , vol.1 , pp. 85-114
    • Michalski, R.S.1    Kerschberg, L.2    Kaufman, K.A.3    Ribeiro, J.S.4
  • 42
    • 0003136237 scopus 로고
    • Efficient and effective clustering method for spatial data mining
    • Santiago, Chile September
    • R. Ng, J. Han, Efficient and effective clustering method for spatial data mining, in Proc. 1994 Intl. Conf. Very Large Data Bases, Santiago, Chile (September 1994) pp. 144-155.
    • (1994) Proc. 1994 Intl. Conf. Very Large Data Bases , pp. 144-155
    • Ng, R.1    Han, J.2
  • 45
    • 0002877253 scopus 로고
    • Discovery, analysis, and presentation of strong rules
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.), AAAI/MIT Press
    • G. Piatetsky-Shapiro, Discovery, analysis, and presentation of strong rules, in G. Piatetsky-Shapiro, W.J. Frawley (eds.), Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 229-238.
    • (1991) Knowledge Discovery in Databases , pp. 229-238
    • Piatetsky-Shapiro, G.1
  • 46
    • 0002433547 scopus 로고    scopus 로고
    • From data mining to knowledge discovery: An overview
    • U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), AAAI/ MIT Press
    • G. Piatetsky-Shapiro, U. Fayyad, P. Smith, From data mining to knowledge discovery: An overview, in U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy (eds.), Advances in Knowledge Discovery and Data Mining (AAAI/ MIT Press, 1996) pp. 1-35.
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 1-35
    • Piatetsky-Shapiro, G.1    Fayyad, U.2    Smith, P.3
  • 48
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan, Induction of decision trees, Machine Learning 1 (1986) 81-106.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 51
    • 0025600693 scopus 로고
    • A query algebra for object-oriented databases
    • Los Angeles, CA February
    • G.M. Shaw, S.B. Zdonik, A query algebra for object-oriented databases, in Proc. 6th Intl. Conf. Data Engineering, Los Angeles, CA (February 1990) pp. 154-162.
    • (1990) Proc. 6th Intl. Conf. Data Engineering , pp. 154-162
    • Shaw, G.M.1    Zdonik, S.B.2
  • 54
    • 0004135457 scopus 로고
    • Learning useful rules from inconclusive data
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.), AAAI/MIT Press
    • R. Uthurusamy, U.M. Fayyad, S. Spnggler, Learning useful rules from inconclusive data, in G. Piatetsky-Shapiro, W.J. Frawley (eds.), Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 141-157.
    • (1991) Knowledge Discovery in Databases , pp. 141-157
    • Uthurusamy, R.1    Fayyad, U.M.2    Spnggler, S.3
  • 58
    • 0002856251 scopus 로고
    • Interactive mining of regularities in databases
    • G. Piatetsky-Shapiro, W.J. Frawley (eds.), AAAI/MIT Press
    • J. Zytkow, J. Baker, Interactive mining of regularities in databases, in G. Piatetsky-Shapiro, W.J. Frawley (eds.), Knowledge Discovery in Databases (AAAI/MIT Press, 1991) pp. 31-54
    • (1991) Knowledge Discovery in Databases , pp. 31-54
    • Zytkow, J.1    Baker, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.