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Volumn 172, Issue 1-2, 2005, Pages 215-240

Temporal analysis of clusters of supermarket customers: Conventional versus interval set approach

Author keywords

Loyalty; Modified kohonen SOM; Rough set theory; Temporal data mining

Indexed keywords

CLUSTERS; LOYALTY; MODIFIED KOHONEN SOM; TEMPORAL DATA MINING;

EID: 18144396167     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2004.12.007     Document Type: Article
Times cited : (51)

References (42)
  • 1
    • 1142291588 scopus 로고    scopus 로고
    • A framework for change diagnosis of data streams
    • C.C. Aggarwal, A framework for change diagnosis of data streams, in: Proceedings of ACM SIGMOD Conference, 2003, pp. 575-586
    • (2003) Proceedings of ACM SIGMOD Conference , pp. 575-586
    • Aggarwal, C.C.1
  • 5
    • 84873193051 scopus 로고    scopus 로고
    • Rough clustering: An alternative to finding meaningful clusters by using the reducts from a dataset
    • Rough Sets and Current Trends in Computing (RSCTC'02), J. Alpigini J. Peters A. Skowron N. Zhong Springer-Verlag Berlin
    • H.A. do Prado, P.M. Engel, and H.C. Filho Rough clustering: an alternative to finding meaningful clusters by using the reducts from a dataset J. Alpigini J. Peters A. Skowron N. Zhong Rough Sets and Current Trends in Computing (RSCTC'02) Lecture Notes in Artificial Intelligence 2475 2002 Springer-Verlag Berlin
    • (2002) Lecture Notes in Artificial Intelligence , vol.2475
    • Do Prado, H.A.1    Engel, P.M.2    Filho, H.C.3
  • 8
    • 0036712903 scopus 로고    scopus 로고
    • Customer's time-variant purchase behavior and corresponding marketing strategies: An online retailer's case
    • S.-H. Ha, S.-M. Bae, and S.-C. Park Customer's time-variant purchase behavior and corresponding marketing strategies: an online retailer's case Computer and Industrial Engineering 43 4 2002 801 820
    • (2002) Computer and Industrial Engineering , vol.43 , Issue.4 , pp. 801-820
    • Ha, S.-H.1    Bae, S.-M.2    Park, S.-C.3
  • 9
    • 1642443453 scopus 로고    scopus 로고
    • Comparison of clustering methods for clinical databases
    • S. Hirano, X. Sun, and S. Tsumoto Comparison of clustering methods for clinical databases Information Sciences 159 3-4 2004 155 165
    • (2004) Information Sciences , vol.159 , Issue.3-4 , pp. 155-165
    • Hirano, S.1    Sun, X.2    Tsumoto, S.3
  • 10
    • 3042712702 scopus 로고    scopus 로고
    • Rough clustering and its application to medicine
    • S. Hirano, and S. Tsumoto Rough clustering and its application to medicine Information Sciences 124 2002 125 137
    • (2002) Information Sciences , vol.124 , pp. 125-137
    • Hirano, S.1    Tsumoto, S.2
  • 12
    • 2442719356 scopus 로고    scopus 로고
    • Expanding self-organizing map for data visualization and cluster analysis
    • H. Jin, W. Shum, K. Leung, and M. Wong Expanding self-organizing map for data visualization and cluster analysis Information Sciences 163 1-3 2004 157 173
    • (2004) Information Sciences , vol.163 , Issue.1-3 , pp. 157-173
    • Jin, H.1    Shum, W.2    Leung, K.3    Wong, M.4
  • 17
    • 1342306713 scopus 로고    scopus 로고
    • Spatio-temporal querying in video databases
    • M. Koprulu, N. Cicekli, and A. Yazici Spatio-temporal querying in video databases Information Sciences 160 1-4 2004 131 152
    • (2004) Information Sciences , vol.160 , Issue.1-4 , pp. 131-152
    • Koprulu, M.1    Cicekli, N.2    Yazici, A.3
  • 18
    • 0035416470 scopus 로고    scopus 로고
    • Unsupervised rough set classification using GAs
    • P. Lingras Unsupervised rough set classification using GAs Journal of Intelligent Information Systems 16 3 2001 215 228
    • (2001) Journal of Intelligent Information Systems , vol.16 , Issue.3 , pp. 215-228
    • Lingras, P.1
  • 20
    • 18144397015 scopus 로고    scopus 로고
    • Selection of time-series for clustering supermarket customers
    • Department of Mathematics and Computing Science, Saint Mary's University, Halifax, NS, Canada
    • P. Lingras, G. Adams, Selection of time-series for clustering supermarket customers, Technical Report 2002_006, Department of Mathematics and Computing Science, Saint Mary's University, Halifax, NS, Canada, 2002
    • (2002) Technical Report , vol.2002 , Issue.6
    • Lingras, P.1    Adams, G.2
  • 21
    • 11144312947 scopus 로고    scopus 로고
    • Interval set clustering of web users using modified kohonen self-organizing maps based on the properties of rough sets
    • P. Lingras, M. Hogo, M. Snorek, Interval set clustering of web users using modified kohonen self-organizing maps based on the properties of rough sets, Web Intelligence and Agent Systems: An International Journal 2 (3) 217-225
    • Web Intelligence and Agent Systems: An International Journal , vol.2 , Issue.3 , pp. 217-225
    • Lingras, P.1    Hogo, M.2    Snorek, M.3
  • 22
    • 7444250825 scopus 로고    scopus 로고
    • Clustering supermarket customers using rough set based Kohonen networks
    • Proceedings of Fourteenth International Symposium on Methodologies for Intelligent Systems, Springer Berlin
    • P. Lingras, M. Hogo, M. Snorek, and B. Leonard Clustering supermarket customers using rough set based Kohonen networks Proceedings of Fourteenth International Symposium on Methodologies for Intelligent Systems Notes in Artificial Intelligence Series 2871 2003 Springer Berlin 169 173
    • (2003) Notes in Artificial Intelligence Series , vol.2871 , pp. 169-173
    • Lingras, P.1    Hogo, M.2    Snorek, M.3    Leonard, B.4
  • 28
    • 0036605196 scopus 로고    scopus 로고
    • Temporal granulation and its application to signal analysis
    • W. Pedrycz, and A. Gacek Temporal granulation and its application to signal analysis Information Sciences 143 1-4 2002 47 71
    • (2002) Information Sciences , vol.143 , Issue.1-4 , pp. 47-71
    • Pedrycz, W.1    Gacek, A.2
  • 29
    • 0033102009 scopus 로고    scopus 로고
    • TVOO: A temporal versioned object-oriented data model
    • L. RodrIÍguez, H. Ogata, and Y. Yano TVOO: A temporal versioned object-oriented data model Information Sciences 114 1-4 1999 281 300
    • (1999) Information Sciences , vol.114 , Issue.1-4 , pp. 281-300
    • Rodriíguez, L.1    Ogata, H.2    Yano, Y.3
  • 30
    • 0141792886 scopus 로고    scopus 로고
    • Category cluster discovery from distributed WWW directories
    • M. Shyu, C. Haruechaiyasak, and S. Chen Category cluster discovery from distributed WWW directories Information Sciences 155 3-4 2003 181 197
    • (2003) Information Sciences , vol.155 , Issue.3-4 , pp. 181-197
    • Shyu, M.1    Haruechaiyasak, C.2    Chen, S.3
  • 31
    • 84958045580 scopus 로고    scopus 로고
    • Information granules in distributed environment
    • New Directions in Rough Sets, Data Mining, and Granular-Soft Computing, N. Zhong A. Skowron S. Ohsuga Springer-Verlag Berlin
    • A. Skowron, and J. Stepaniuk Information granules in distributed environment N. Zhong A. Skowron S. Ohsuga New Directions in Rough Sets, Data Mining, and Granular-Soft Computing Lecture Notes in Artificial Intelligence 1711 1999 Springer-Verlag Berlin 357 365
    • (1999) Lecture Notes in Artificial Intelligence , vol.1711 , pp. 357-365
    • Skowron, A.1    Stepaniuk, J.2
  • 32
    • 0035476841 scopus 로고    scopus 로고
    • Mining the change of customer behavior in an internet shopping mall
    • H.S. Song, J.K. Kim, and S.H. Kim Mining the change of customer behavior in an internet shopping mall Expert Systems with Applications 21 3 2001 157 168
    • (2001) Expert Systems with Applications , vol.21 , Issue.3 , pp. 157-168
    • Song, H.S.1    Kim, J.K.2    Kim, S.H.3
  • 34
    • 0033884119 scopus 로고    scopus 로고
    • A new measure of temporal consistency for derived objects in real-time database systems
    • S. Tomic, S. Vrbsky, and T. Camp A new measure of temporal consistency for derived objects in real-time database systems Information Sciences 124 1-4 2000 139 152
    • (2000) Information Sciences , vol.124 , Issue.1-4 , pp. 139-152
    • Tomic, S.1    Vrbsky, S.2    Camp, T.3
  • 39
    • 0032204205 scopus 로고    scopus 로고
    • Relational interpretations of neighborhood operators and rough set approximation operators
    • Y. Yao Relational interpretations of neighborhood operators and rough set approximation operators Information Sciences 111 1-4 1998 239 259
    • (1998) Information Sciences , vol.111 , Issue.1-4 , pp. 239-259
    • Yao, Y.1
  • 40
    • 0032142371 scopus 로고    scopus 로고
    • Constructive and algebraic methods of the theory of rough sets
    • Y. Yao Constructive and algebraic methods of the theory of rough sets Information Sciences 109 1-4 1998 21 47
    • (1998) Information Sciences , vol.109 , Issue.1-4 , pp. 21-47
    • Yao, Y.1
  • 41
    • 0032147655 scopus 로고    scopus 로고
    • A comparative study of fuzzy sets and rough sets
    • Y. Yao A comparative study of fuzzy sets and rough sets Information Sciences 109 1-4 1998 227 242
    • (1998) Information Sciences , vol.109 , Issue.1-4 , pp. 227-242
    • Yao, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.