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Volumn 4626 LNAI, Issue , 2007, Pages 122-136

A methodology for analyzing case retrieval from a clustered case memory

Author keywords

Case memory organization; Case retrieval; Complexity measures; Self organization maps; Soft casebased reasoning

Indexed keywords

CLUSTER ANALYSIS; COMPUTATIONAL GEOMETRY; COMPUTATIONAL METHODS; SELF ORGANIZING MAPS;

EID: 38049017087     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74141-1_9     Document Type: Conference Paper
Times cited : (13)

References (22)
  • 1
    • 0028401306 scopus 로고
    • Case-based reasoning: Foundations issues, methodological variations, and system approaches
    • Aamodt, A., Plaza, E.: Case-based reasoning: Foundations issues, methodological variations, and system approaches. AI Communications 7, 39-59 (1994)
    • (1994) AI Communications , vol.7 , pp. 39-59
    • Aamodt, A.1    Plaza, E.2
  • 3
    • 14844318559 scopus 로고    scopus 로고
    • Domain of competence of XCS classifier system in complexity measurement space
    • Bernadó, E., Ho, T.K.: Domain of competence of XCS classifier system in complexity measurement space. IEEE Transaction Evolutionary Computation 9(1), 82-104 (2005)
    • (2005) IEEE Transaction Evolutionary Computation , vol.9 , Issue.1 , pp. 82-104
    • Bernadó, E.1    Ho, T.K.2
  • 6
    • 16244381765 scopus 로고    scopus 로고
    • A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting
    • Chang, P., Lai, C.: A hybrid system combining self-organizing maps with case-based reasoning in wholesaler's new-release book forecasting. Expert Syst. Appl. 29(1), 183-192 (2005)
    • (2005) Expert Syst. Appl , vol.29 , Issue.1 , pp. 183-192
    • Chang, P.1    Lai, C.2
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demsar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research 7, 1-30 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 8
    • 38049039028 scopus 로고    scopus 로고
    • Measuring the applicability of self-organization maps in a case-based reasoning system
    • 3rd Iberian Conference on Pattern Recognition and Image Analysis, Springer, Heidelberg
    • Fornells, A., Golobardes, E., Martorell, J.M., Garrell, J.M., Bernadó, E., Macià, N.: Measuring the applicability of self-organization maps in a case-based reasoning system. In: 3rd Iberian Conference on Pattern Recognition and Image Analysis. LNCS, vol. 4478, pp. 532-539. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4478 , pp. 532-539
    • Fornells, A.1    Golobardes, E.2    Martorell, J.M.3    Garrell, J.M.4    Bernadó, E.5    Macià, N.6
  • 9
    • 33750976964 scopus 로고    scopus 로고
    • Unsupervised case memory organization: Analysing computational time and soft computing capabilities
    • Roth-Berghofer, T.R, Göker, M.H, Güvenir, H.A, eds, ECCBR 2006, Springer, Heidelberg
    • Fornells, A., Golobardes, E., Vernet, D., Corral, G.: Unsupervised case memory organization: Analysing computational time and soft computing capabilities. In: Roth-Berghofer, T.R., Göker, M.H., Güvenir, H.A. (eds.) ECCBR 2006. LNCS (LNAI), vol. 4106, pp. 241-255. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI , vol.4106 , pp. 241-255
    • Fornells, A.1    Golobardes, E.2    Vernet, D.3    Corral, G.4
  • 10
    • 33750544475 scopus 로고    scopus 로고
    • Fornells, A., Golobardes, E., Vilasís, X., Martí, J.: Integration of strategies based on relevance feedback into a tool for retrieval of mammographic images. In: Corchado, E., Yin, H., Botti, V., Fyfe, C (eds.) IDEAL 2006. LNCS, 4224, pp. 116-124. Springer, Heidelberg (2006) (Selected to be published in the International Journal of Neural Systems)
    • Fornells, A., Golobardes, E., Vilasís, X., Martí, J.: Integration of strategies based on relevance feedback into a tool for retrieval of mammographic images. In: Corchado, E., Yin, H., Botti, V., Fyfe, C (eds.) IDEAL 2006. LNCS, vol. 4224, pp. 116-124. Springer, Heidelberg (2006) (Selected to be published in the International Journal of Neural Systems)
  • 12
    • 0001023739 scopus 로고
    • Self-Organization and Associative Memory
    • 3rd edn, Springer, Heidelberg
    • Kohonen, T.: Self-Organization and Associative Memory, 3rd edn. Springer Series in Information Sciences, vol. 8. Springer, Heidelberg (1984)
    • (1984) Springer Series in Information Sciences , vol.8
    • Kohonen, T.1
  • 13
    • 84958592281 scopus 로고    scopus 로고
    • Applying case retrieval nets to diagnostic tasks in technical domains
    • Smith, I, Faltings, B.V, eds, Advances in CaseBased Reasoning, Springer, Heidelberg
    • Lenz, M., Burkhard, H.D., Brückner, S.: Applying case retrieval nets to diagnostic tasks in technical domains. In: Smith, I., Faltings, B.V. (eds.) Advances in CaseBased Reasoning. LNCS, vol. 1168, pp. 219-233. Springer, Heidelberg (1996)
    • (1996) LNCS , vol.1168 , pp. 219-233
    • Lenz, M.1    Burkhard, H.D.2    Brückner, S.3
  • 15
    • 33751017983 scopus 로고    scopus 로고
    • Decision diagrams: Fast and flexible support for case retrieval and recommendation
    • Roth-Berghofer, T.R, Göker, M.H, Güvenir, H.A, eds, ECCBR 2006, Springer, Heidelberg
    • Nicholson, R., Bridge, D., Wilson, N.: Decision diagrams: Fast and flexible support for case retrieval and recommendation. In: Roth-Berghofer, T.R., Göker, M.H., Güvenir, H.A. (eds.) ECCBR 2006. LNCS (LNAI), vol. 4106, pp. 136-150. Springer, Heidelberg (2006)
    • (2006) LNCS (LNAI , vol.4106 , pp. 136-150
    • Nicholson, R.1    Bridge, D.2    Wilson, N.3
  • 16
    • 0001820920 scopus 로고    scopus 로고
    • X-means: Extending K-means with efficient estimation of the number of clusters
    • Morgan Kaufmann, San Francisco
    • Pelleg, D., Moore, A.: X-means: Extending K-means with efficient estimation of the number of clusters. In: Proceedings of the 17th International Conference of Machine Learning, pp. 727-734. Morgan Kaufmann, San Francisco (2000)
    • (2000) Proceedings of the 17th International Conference of Machine Learning , pp. 727-734
    • Pelleg, D.1    Moore, A.2
  • 19
    • 84941172057 scopus 로고
    • Fish and Sink - an anytime-algorithm to retrieve adequate cases
    • Aamodt, A, Veloso, M.M, eds, Case-Based Reasoning Research and Development, Springer, Heidelberg
    • Schaaf, J.W.: Fish and Sink - an anytime-algorithm to retrieve adequate cases. In: Aamodt, A., Veloso, M.M. (eds.) Case-Based Reasoning Research and Development. LNCS, vol. 1010, pp. 538-547. Springer, Heidelberg (1995)
    • (1995) LNCS , vol.1010 , pp. 538-547
    • Schaaf, J.W.1
  • 20
    • 33751018231 scopus 로고    scopus 로고
    • An unsupervised learning approach for case-based classifier systems. Expert Update. The Specialist Group on Artificial
    • Vernet, D., Golobardes, E.: An unsupervised learning approach for case-based classifier systems. Expert Update. The Specialist Group on Artificial Intelligence 6(2), 37-42 (2003)
    • (2003) Intelligence , vol.6 , Issue.2 , pp. 37-42
    • Vernet, D.1    Golobardes, E.2
  • 21
    • 84973608347 scopus 로고
    • Using k-d trees to improve the retrieval step in case-based reasoning
    • Wess, S, Richter, M, Althoff, K.-D, eds, Topics in Case-Based Reasoning, Springer, Heidelberg
    • Wess, S., Althoff, K.D., Derwand, G.: Using k-d trees to improve the retrieval step in case-based reasoning. In: Wess, S., Richter, M., Althoff, K.-D. (eds.) Topics in Case-Based Reasoning. LNCS, vol. 837, pp. 167-181. Springer, Heidelberg (1994)
    • (1994) LNCS , vol.837 , pp. 167-181
    • Wess, S.1    Althoff, K.D.2    Derwand, G.3
  • 22
    • 0035070381 scopus 로고    scopus 로고
    • Enhancing the effectiveness of interactive cas-based reasoning with clustering and decision forests
    • Yang, Q., Wu, J.: Enhancing the effectiveness of interactive cas-based reasoning with clustering and decision forests. Applied Intelligence 14(1) (2001)
    • (2001) Applied Intelligence , vol.14 , Issue.1
    • Yang, Q.1    Wu, J.2


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