By Kristian J. Hammond (auth.), Ashwin Ram, Nirmalie Wiratunga (eds.)
This e-book constitutes the refereed lawsuits of the nineteenth foreign convention on Case-Based Reasoning, held in London, united kingdom, in September 2011.
The 32 contributions provided including three invited talks have been rigorously reviewd and chosen from sixty seven submissions. The displays and posters lined quite a lot of CBR issues of curiosity either to practitioners and researchers, together with CBR technique protecting case illustration, similarity, retrieval, and version; provenance and upkeep; recommender structures; multi-agent collaborative structures; info mining; time sequence research; internet purposes; wisdom administration; felony reasoning; healthcare platforms and making plans systems.
Read or Download Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011. Proceedings PDF
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Extra info for Case-Based Reasoning Research and Development: 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011. Proceedings
Deciding semantic matching of stateless services. In: Proceedings of the National Conference on Artiﬁcial Intelligence, vol. 21, p. 1319 (2006) 14. : Towards Case-Based support for e-Science workﬂow generation by mining provenance. , Hanft, A. ) Advances in CBR, pp. 269–283 (2008) 15. : A case-based reasoning framework for workﬂow model management. Data & Knowledge Engineering 50(1), 87–115 (2004) 16. : Representation and structure-based similarity assessment for agile workﬂows. M. ) CBR Research and Development, pp.
Also, the extension of A*P towards a multi-threaded variant exploiting the parallelization of multi-core CPUs seems promising. Future work could also explore whether kernel methods for labeled graphs are a suitable alternative approach for similarity assessment of workﬂows. Acknowledgement. This work is the outcome of a sabbatical visit of the ﬁrst author at the Information Sciences Institute in 2010. This research was funded in part under grant IIS-0948429 from the US National Science Foundation.
Muñoz-Avila , , , . π, , . Π the set of solution plans in the set of cases R, and RelPlDiv(π,Π), the diversity of a plan π relative to a set of plans Π (adapted from the RelDiversity formula proposed by Smyth and McClave ): π, Π π ,π ∑π Π |Π| (5) Dist can be any distance metric, either quantitative or qualitative. 5 Experimental Evaluation Our experimental environment is real-time strategy game Wargus, which has previously been used in case-based planning work [3,15]. 1 Experimental Setup Game Configuration.