Get Advances in Case-Based Reasoning: 7th European Conference, PDF

By Agnar Aamodt (auth.), Peter Funk, Pedro A. González Calero (eds.)

This booklet constitutes the refereed court cases 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 provided including an invited paper and the summary of an invited speak have been conscientiously reviewed and chosen from eighty five submissions. All present concerns in case-based reasoning, starting from theoretical and methodological concerns to complicated functions in a variety of fields are addressed.

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Read e-book online Advances in Case-Based Reasoning: 7th European Conference, PDF

This booklet constitutes the refereed complaints 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 awarded including an invited paper and the summary of an invited speak have been conscientiously reviewed and chosen from eighty five submissions.

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This quantity includes the complaints of the 8th Austrian man made Intelligence convention, held in Linz, Austria, in June 1993. the focal point of the convention used to be on "Fuzzy common sense in synthetic Intelligence". the amount includes abstracts of 2 invited talks and whole types of 17 conscientiously chosen papers.

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Transferring case knowledge to adaptation knowledge: An approach for case-base maintenance. Computational Intelligence 17 (2001) 295–314 10. : Keep it simple: a case-base maintenance policy based on clustering and information theory. : Advances in Artificial Intelligence, In Proceedings of the 13th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, Montreal, Canada, Springer (2000) 102–114 11. : Feature selection in microarray analysis. : A Practical Approach to Microarray Data Analysis.

The is-a relations in the ontology are mapped into inheritance relations between classes and the part-of relations are mapped into composition of classes. ), and – they serve as hooks where new types of CBR building blocks can be added. The CBR ontology is already populated in the framework with a number of pre-packaged realizations of the CBR abstract entities that can be extended for particular applications. 2 Task/Method Ontology Within a knowledge level description, problem solving methods (PSMs) capture and describe problem-solving behavior in an implementation and domainindependent manner.

However, in a more realistic situation a number of new methods may be needed and, less probably, some new task. Since JColibri is designed as an extensible framework, new elements will smoothly integrate with the available infrastructure as long as they follow the framework design. One of the biggest problems with frameworks is learning how to use them. Since reusable systems are inherently more sophisticated, framework design tends to be more complex than the design of just one shoot system. A system developer needs to know the framework design to a certain extent, at least to determine what classes must be instantiated in order to obtain a given functionality.

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