By Agnar Aamodt (auth.), Peter Funk, Pedro A. González Calero (eds.)
This e-book constitutes the refereed lawsuits of the seventh eu convention on Case-Based Reasoning, ECCBR 2004, held in Madrid, Spain in August/September 2004.
The fifty six revised complete papers offered including an invited paper and the summary of an invited speak have been rigorously reviewed and chosen from eighty five submissions. All present concerns in case-based reasoning, starting from theoretical and methodological concerns to complicated purposes in a number of fields are addressed.
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Extra info for Advances in Case-Based Reasoning: 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004. Proceedings
E. there are resolution methods). Figure 1 depicts the task decomposition structure we use in our framework. Besides this task structure, our framework includes a library of PSMs to solve these tasks. It describes CBR PSMs by relating them within the CBR ontology concepts representing the tasks and domain characteristics. PSMs in our library are organized around the tasks they resolve. We also need representing the method knowledge requirements (preconditions), and the input and output “types”.
Springer (1998) 2. : Application of case-based reasoning in molecular biology. Artiﬁcial Intelligence Magazine, Special Issue on Bioinformatics 25(1) (2004) 85– 95 3. : The utility problem in case-based reasoning. In: Proceedings of the 1993 AAAI Workshop on Case-Based Reasoning, Washington, DC (1993) 4. : Remembering why to remember: performance-guided case-base maintenance. : Advances in CaseBased Reasoning, Fivth European Workshop on Case-Based Reasoning, Trento, Italy, Springer (2000) 161–172 5.
Application frameworks are targeted at a given application domain providing the design for a family of applications within that domain. The design of the JColibri framework comprises a hierarchy JColibri: An Object-Oriented Framework for Building CBR Systems CBR_TASK 35 CBR_TASK Retrieve Reuse Copy_Solution ObtainCases Adapt_Solution AssessSim AssessLocalSim Select_Strategy AgregateSim Select_Discrepancy Modify_Solution Apply_Transformation Local_Revision Select Retain Retain_Case Retain_Knowledge Revise Retain_retrieval_knowlege Evaluate Retain_reuse_knowledge Repair Fig.
Advances in Case-Based Reasoning: 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004. Proceedings by Agnar Aamodt (auth.), Peter Funk, Pedro A. González Calero (eds.)