Download e-book for kindle: Advances in Case-Based Reasoning: 9th European Conference, by Isabelle Bichindaritz (auth.), Klaus-Dieter Althoff, Ralph

By Isabelle Bichindaritz (auth.), Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft (eds.)

ISBN-10: 3540855017

ISBN-13: 9783540855019

This booklet constitutes the refereed complaints of the ninth eu convention on Case-Based Reasoning, ECCBR 2008, held in Trier, Germany, in September 2008.

The 34 revised examine papers and five revised program papers awarded including three invited talks have been rigorously reviewed and chosen from seventy one submissions. All present concerns in case-based reasoning are addressed, starting from theoretical and methodological matters to complicated functions in numerous fields equivalent to wisdom discovery, similarity, context-awareness, uncertainty, and health and wellbeing sciences.

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Additional resources for Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008, Trier, Germany, September 1-4, 2008. Proceedings

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7 Explanation-driven case-based reasoning Aamodt 8 Maintaining unstructured case bases Racine & Yang 9 Similarity vs. diversity Smyth & McClave 10 Cases as terms: A feature term approach to the structured representation of cases Plaza Year Citations 1995 137 1997 117 1998 92 1998 82 1993 76 1997 74 1993 72 1997 72 2001 72 1995 70 number of CBR researchers with the work of [17,18,27,28] providing a number of extensions to this original diversity work. This particular theme is notable because of the relatively large number of highly cited, very central papers over a short and recent time period as shown in Figure 3.

What is the best measure of similarity to use in organising things? 3. What technique (algorithm) should be used to perform the organisation? In large bibliometric analysis tasks, it is perhaps more conventional to use authors rather than papers as the basic unit of organisation. However, we have found that an analysis based on papers produces a clearer picture when working with a relatively small set of papers. We suggest that this is because we are partitioning a specific discipline into sub-topics, and because individual authors in the CBR area have frequently contributed to a range of different sub-topics, making an analysis based on authors more convoluted.

Advances in Neural Information Processing Systems 8, 535–541 (1996) 89. : Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation 10, 1299–1319 (1998) 90. : Cluster merging and splitting in hierarchical clustering algorithms. In: Proc. IEEE International Conference on Data Mining (ICDM 2002), p. 139 (2002) 91. : Cluster structure inference based on clustering stability with applications to microarray data analysis. EURASIP Journal on Applied Signal Processing 1, 64–80 (2004) Appendix A: Ensemble NMF Algorithm This appendix describes the operation of the Ensemble NMF clustering algorithm that was used in the analysis described in Section 4.

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Advances in Case-Based Reasoning: 9th European Conference, ECCBR 2008, Trier, Germany, September 1-4, 2008. Proceedings by Isabelle Bichindaritz (auth.), Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft (eds.)


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