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Volumn , Issue , 2009, Pages 224-245

Visualization to assist the generation and exploration of association rules

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[No Author keywords available]

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EID: 84870744909     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4018/978-1-60566-404-0.ch012     Document Type: Chapter
Times cited : (6)

References (38)
  • 1
    • 0027621699 scopus 로고
    • Mining association rules between sets of items in large databases
    • In P. Buneman, S. Jajodia (Eds.), New York: Association for Computing Machinery
    • Agrawal, R., Imielinski, T., & Swami, A. (1993). Mining association rules between sets of items in large databases. In P. Buneman, S. Jajodia (Eds.), 1993 ACM SIGMOD International Conference on Management of Data (pp. 207-216). New York: Association for Computing Machinery.
    • (1993) 1993 ACM SIGMOD International Conference on Management of Data , pp. 207-216
    • Agrawal, R.1    Imielinski, T.2    Swami, A.3
  • 2
    • 7744247057 scopus 로고    scopus 로고
    • Ph.D. thesis. Fakultät für Mathematik und Informatik der Ludwig-Maximilians-Universität München
    • Ankerst, M. (2000) Visual Data Mining. Ph.D. thesis. Fakultät für Mathematik und Informatik der Ludwig-Maximilians-Universität München.
    • (2000) Visual Data Mining
    • Ankerst, M.1
  • 4
    • 34248142663 scopus 로고    scopus 로고
    • A user-driven and quality-oriented visualization for mining association rules
    • In J. Shavlik, X. Wu, A. Tuzhilin (Eds.), Washington, DC: IEEE Computer Society
    • Blanchard, J., Guillet, F., & Briand, H. (2003). A User-driven and Quality-oriented Visualization for Mining Association Rules. In J. Shavlik, X. Wu, A. Tuzhilin (Eds.), Third IEEE International Conference on Data Mining (pp. 493-496). Washington, DC: IEEE Computer Society.
    • (2003) Third IEEE International Conference on Data Mining , pp. 493-496
    • Blanchard, J.1    Guillet, F.2    Briand, H.3
  • 5
    • 36148977142 scopus 로고    scopus 로고
    • Interactive visual exploration of association rules with rule-focusing methodology
    • Blanchard, J., Guillet, F., & Briand, H. (2007a). Interactive visual exploration of association rules with rule-focusing methodology. Knowledge and Information Systems, 13(1), 43-75.
    • (2007) Knowledge and Information Systems , vol.13 , Issue.1 , pp. 43-75
    • Blanchard, J.1    Guillet, F.2    Briand, H.3
  • 6
    • 34248203043 scopus 로고    scopus 로고
    • A 2D-3D visualization support for human-centered rule mining
    • Blanchard, J., Pinaud, B., Kuntz, P., & Guillet, F. (2007b). A 2D-3D visualization support for human-centered rule mining. Computers & Graphics, 31(3), 350-360.
    • (2007) Computers & Graphics , vol.31 , Issue.3 , pp. 350-360
    • Blanchard, J.1    Pinaud, B.2    Kuntz, P.3    Guillet, F.4
  • 7
    • 26944464668 scopus 로고    scopus 로고
    • Combining visual techniques for association rules exploration
    • In M. F. Costabile (Ed.), New York: ACM Press
    • Bruzzese, D., & Buono, P. (2004). Combining visual techniques for Association Rules exploration. In M. F. Costabile (Ed.), Working Conference on Advanced Visual Interfaces (pp. 381-384). New York: ACM Press.
    • (2004) Working Conference on Advanced Visual Interfaces , pp. 381-384
    • Bruzzese, D.1    Buono, P.2
  • 8
    • 0038675168 scopus 로고    scopus 로고
    • Visualization of association rules over relational DBMSs
    • In G. B. Lamont, H. Haddad, G. A. Papadopoulos, B. Panda (Eds.), New York: Association for Computing Machinery
    • Chakravarthy, S., & Zhang, H. (2003). Visualization of association rules over relational DBMSs. In G. B. Lamont, H. Haddad, G. A. Papadopoulos, B. Panda (Eds.), ACM Symposium on Applied Computing (pp. 922-926). New York: Association for Computing Machinery.
    • (2003) ACM Symposium on Applied Computing , pp. 922-926
    • Chakravarthy, S.1    Zhang, H.2
  • 9
    • 0034316833 scopus 로고    scopus 로고
    • Empirical studies of information visualization: A meta-analysis
    • Chen, C. & Yu, Y. (2000). Empirical studies of information visualization: a meta-analysis. International Journal of Human-Computer Studies, 53(5), 851-866.
    • (2000) International Journal of Human-Computer Studies , vol.53 , Issue.5 , pp. 851-866
    • Chen, C.1    Yu, Y.2
  • 11
    • 38149007784 scopus 로고    scopus 로고
    • An interactive approach to display large sets of association rules
    • In M. J. Smith, G. Salvendy (Eds.), Heidelberg: Springer Berlin
    • Couturier, O., Rouillard, J., & Chevrin, V. (2007b). An interactive approach to display large sets of association rules. In M. J. Smith, G. Salvendy (Eds.), International Conference on HumanComputer Interaction (pp. 258-267). Heidelberg: Springer Berlin.
    • (2007) International Conference on HumanComputer Interaction , pp. 258-267
    • Couturier, O.1    Rouillard, J.2    Chevrin, V.3
  • 13
    • 33845239496 scopus 로고    scopus 로고
    • A framework for visualizing association mining results
    • In A. Levi, E. Savas, H. Yenigün, S. Balcisoy & Y. Saygin (Eds.), Berlin: Lecture Notes in Computer Science
    • Ertek, G., & Demiriz, A. (2006). A Framework for Visualizing Association Mining Results. In A. Levi, E. Savas, H. Yenigün, S. Balcisoy & Y. Saygin (Eds.), 21st International Symposium on Computer and Information Sciences (pp. 593-602). Berlin: Lecture Notes in Computer Science.
    • (2006) 21st International Symposium on Computer and Information Sciences , pp. 593-602
    • Ertek, G.1    Demiriz, A.2
  • 14
    • 0002283033 scopus 로고    scopus 로고
    • From data mining to knowledge discovery in databases
    • Fayyad, U., Piatetsky-Shapiro, G., & Smyth, P. (1996). From data mining to knowledge discovery in databases. AI Magazine, 17(3), 37-54.
    • (1996) AI Magazine , vol.17 , Issue.3 , pp. 37-54
    • Fayyad, U.1    Piatetsky-Shapiro, G.2    Smyth, P.3
  • 15
    • 0034593065 scopus 로고    scopus 로고
    • Visualizing association rules with interactive mosaic plots
    • In R. Ramakrishnan, R., S. Stolfo, R. Bayardo, I. Parsa (Eds.), New York: Association for Computing Machinery
    • Hofmann, H., Siebes, A. P. J. & Wilhelm, A. F. X. (2000). Visualizing Association Rules with Interactive Mosaic Plots. In R. Ramakrishnan, R., S. Stolfo, R. Bayardo, I. Parsa (Eds.) ACM International Conference on Knowledge Discovery and Data Mining (pp. 227-235). New York: Association for Computing Machinery.
    • (2000) ACM International Conference on Knowledge Discovery and Data Mining , pp. 227-235
    • Hofmann, H.1    Siebes, A.P.J.2    Wilhelm, A.F.X.3
  • 16
    • 0025568642 scopus 로고
    • Parallel coordinates: A tool for visualizing multi-dimensional geometry
    • In A. Kaufman (Ed.), Prentice Hall
    • Inselberg, A., & Dimsdale, B. (1990). Parallel Coordinates: A Tool for Visualizing Multi-dimensional Geometry. In A. Kaufman (Ed.), 1st Conference on Visualization '90 (pp. 361-378). Prentice Hall.
    • (1990) 1st Conference on Visualization '90 , pp. 361-378
    • Inselberg, A.1    Dimsdale, B.2
  • 20
    • 0344981358 scopus 로고    scopus 로고
    • Visual data mining modeling techniques for the visualization of mining outcomes
    • Kopanakis, I., & Theodoulidis, B. (2003). Visual data mining modeling techniques for the visualization of mining outcomes. Journal of Visual Languages and Computing, 14(6), 543-589.
    • (2003) Journal of Visual Languages and Computing , vol.14 , Issue.6 , pp. 543-589
    • Kopanakis, I.1    Theodoulidis, B.2
  • 21
  • 23
    • 33749574814 scopus 로고    scopus 로고
    • Design and evaluation of visualization support to facilitate association rules modeling
    • Liu, Y. & Salvendy, G. (2006). Design and Evaluation of Visualization Support to Facilitate Association Rules Modeling. International Journal of Human Computer Interaction, 21(1), 15-38.
    • (2006) International Journal of Human Computer Interaction , vol.21 , Issue.1 , pp. 15-38
    • Liu, Y.1    Salvendy, G.2
  • 25
    • 33847288383 scopus 로고    scopus 로고
    • Visual interface for online watching of frequent itemset generation in apriori and eclat
    • In M. A. Wani, M. Milanova, L. Kurgan, M. Reformat, K. Hafeez (Eds.), Washington, DC: IEEE Computer Society
    • Mahanti, A., & Alhajj, R. (2005). Visual Interface for Online Watching of Frequent Itemset Generation in Apriori and Eclat. In M. A. Wani, M. Milanova, L. Kurgan, M. Reformat, K. Hafeez (Eds.), The Fourth International Conference on Machine Learning and Applications (pp. 404-410). Washington, DC: IEEE Computer Society.
    • (2005) The Fourth International Conference on Machine Learning and Applications , pp. 404-410
    • Mahanti, A.1    Alhajj, R.2
  • 26
    • 0033661396 scopus 로고    scopus 로고
    • Snaptogether visualization: A user interface for coordinating visualizations via relational schemata
    • a, In V. D. Gesù, S. Levialdi, L. Tarantino (Eds.), New York: ACM Press
    • North, C., & Shneiderman, B. (2000)a. Snaptogether visualization: a user interface for coordinating visualizations via relational schemata. In V. D. Gesù, S. Levialdi, L. Tarantino (Eds.), Advanced Visual Interfaces (pp. 128-135). New York: ACM Press.
    • (2000) Advanced Visual Interfaces , pp. 128-135
    • North, C.1    Shneiderman, B.2
  • 27
    • 0034318787 scopus 로고    scopus 로고
    • Snaptogether visualization: Can users construct and operate coordinated visualizations
    • North, C. & Shneiderman, B. (2000b). Snaptogether visualization: can users construct and operate coordinated visualizations. International Journal of Human-Computer Studies, 53(5), 715-739.
    • (2000) International Journal of Human-Computer Studies , vol.53 , Issue.5 , pp. 715-739
    • North, C.1    Shneiderman, B.2
  • 30
    • 34248169972 scopus 로고    scopus 로고
    • Visual mapping of text collections through a fast high precision projection technique
    • In A. Ursyn, E. Banissi (Eds.), London: IEEE Computer Society Press
    • Paulovich, F. V., Nonato, L. G., Minghim, R. (2006). Visual Mapping of Text Collections through a Fast High Precision Projection Technique. In A. Ursyn, E. Banissi (Eds.), Tenth International Conference on Information Visualization (pp. 282-290). London: IEEE Computer Society Press.
    • (2006) Tenth International Conference on Information Visualization , pp. 282-290
    • Paulovich, F.V.1    Nonato, L.G.2    Minghim, R.3
  • 31
    • 84876543122 scopus 로고    scopus 로고
    • The challenge of information visualization evaluation
    • In M. F. Costabile (Ed.), New York: ACM Press
    • Plaisant, C. (2004). The challenge of information visualization evaluation. In M. F. Costabile (Ed.), The working conference on Advanced Visual Interfaces (pp. 109-116). New York: ACM Press.
    • (2004) The Working Conference on Advanced Visual Interfaces , pp. 109-116
    • Plaisant, C.1
  • 32
    • 26944476978 scopus 로고    scopus 로고
    • VisAR: A new technique for visualizing mined association rules
    • In X. Li, S. Wang, Z. Y. Dong (Eds.), New York: Lecture Notes in Computer Science
    • Techapichetvanich, K., & Datta, A. (2005). VisAR: A New Technique for Visualizing Mined Association Rules. In X. Li, S. Wang, Z. Y. Dong (Eds.), First International Conference on Advanced Data Mining and Applications (pp. 88-95). New York: Lecture Notes in Computer Science.
    • (2005) First International Conference on Advanced Data Mining and Applications , pp. 88-95
    • Techapichetvanich, K.1    Datta, A.2
  • 33
    • 84943231333 scopus 로고    scopus 로고
    • The TwoKey plot for multiple association rules control
    • In L. D. Raedt, A. Siebes (Eds.), London: Lecture Notes in Computer Science
    • Unwin, A., Hofmann, H., & Bernt, K. (2001). The TwoKey Plot for Multiple Association Rules Control. In L. D. Raedt, A. Siebes (Eds.), Fifth European Conference on Principles of Data Mining and Knowledge Discovery (pp. 472-483). London: Lecture Notes in Computer Science.
    • (2001) Fifth European Conference on Principles of Data Mining and Knowledge Discovery , pp. 472-483
    • Unwin, A.1    Hofmann, H.2    Bernt, K.3
  • 34
    • 0033280011 scopus 로고    scopus 로고
    • Visualizing association rules for text mining
    • In S. Eick, G. Wills, & D. A. Keim (Eds.), Washington, DC: IEEE Computer Society
    • Wong, P. C., Whitney, P., & Thomas, J. (1999). Visualizing Association Rules for Text Mining. In S. Eick, G. Wills, & D. A. Keim (Eds.), IEEE Symposium on Information Visualization (pp. 120). Washington, DC: IEEE Computer Society.
    • (1999) IEEE Symposium on Information Visualization , pp. 120
    • Wong, P.C.1    Whitney, P.2    Thomas, J.3
  • 35
    • 47349089203 scopus 로고    scopus 로고
    • An itemset-driven cluster-oriented approach to extract compact and meaningful sets of association rules
    • In M. A. Wani (Eds.), Los Alamitos: Conference Publishing Services
    • Yamamoto, C. H., Oliveira, M. C. F. de, Fujimoto, M. L., & Rezende, S. O. (2007). An itemset-driven cluster-oriented approach to extract compact and meaningful sets of association rules. In M. A. Wani (Eds.), The Sixth International Conference on Machine Learning and Applications (pp. 87-92). Los Alamitos: Conference Publishing Services.
    • (2007) The Sixth International Conference on Machine Learning and Applications , pp. 87-92
    • Yamamoto, C.H.1    de Oliveira, M.C.F.2    Fujimoto, M.L.3    Rezende, S.O.4
  • 36
    • 56749155047 scopus 로고    scopus 로고
    • Including the user in the knowledge discovery loop: Interactive itemset-driven rule extraction
    • In R. L. Wain-wright, H. M. Haddad, A. Brayner, R. Meneses, M. Viroli (Eds.), New York: Association for Computing Machinery
    • Yamamoto, C. H., Oliveira, M. C. F. de, Rezende, S. O., & Nomelini, J. (2008). Including the User in the Knowledge Discovery Loop: Interactive Itemset-Driven Rule Extraction. In R. L. Wain-wright, H. M. Haddad, A. Brayner, R. Meneses, M. Viroli (Eds.), ACM 2008 Symposium on Applied Computing (pp. 1212-1217). New York: Association for Computing Machinery.
    • (2008) ACM 2008 Symposium on Applied Computing , pp. 1212-1217
    • Yamamoto, C.H.1    de Oliveira, M.C.F.2    Rezende, S.O.3    Nomelini, J.4
  • 37
    • 35248814783 scopus 로고    scopus 로고
    • Visualizing frequent itemsets, association rules and sequential patterns in parallel coordinates
    • In V. Kumar, M. L. Gavrilova, C. J. K. Tan, & P. L'Ecuyer (Eds.), New York: Lecture Notes in Computer Science
    • Yang, L. (2003). Visualizing frequent itemsets, association rules and sequential patterns in parallel coordinates. In V. Kumar, M. L. Gavrilova, C. J. K. Tan, & P. L'Ecuyer (Eds.), Computational Science and Its Applications (pp. 21-30). New York: Lecture Notes in Computer Science.
    • (2003) Computational Science and its Applications , pp. 21-30
    • Yang, L.1


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