By Rosina O. Weber, Michael M. Richter
This ebook constitutes the refereed court cases of the seventh overseas convention on Case-Based Reasoning, ICCBR 2007, held in Belfast, Northern eire, united kingdom in August 2007.
The 15 revised complete study papers and 18 revised poster papers offered including three invited talks have been rigorously reviewed and chosen from sixty four submissions. The papers tackle all present features of case-based reasoning and have unique theoretical examine, utilized examine, and deployed functions with functional, social, environmental or fiscal significance.
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Extra info for Case-Based Reasoning Research and Development: 7th International Conference on Case-Based Reasoning, ICCBR 2007 Belfast Northern Ireland, UK, August
1 The Toxicology Domain Every year thousands of new chemicals are introduced in the market for their use in products such as drugs, foods, pesticides, cosmetics, etc. Although these new chemicals are widely analyzed before commercialization, the eﬀects of many of them on human health are not totally known. In 1973 the European Commission started a long term program consisting of the design and development of toxicology and ecotoxicology chemical databases. The main idea of this program was to establish lists of chemicals and methods for testing their risks on people and the environment.
Position = one ⎥ ⎢ ⎥ ⎣ ⎦ . compound ⎢ ⎥ radicals = . ⎢ ⎥ main-group = alcohol ⎢ ⎥ ⎡ ⎤ ⎢ ⎥ position-radical ⎢ ⎥ . TR-339 = ⎢ ⎥ ⎥ ⎢ p-radicals =. ⎢ position = two ⎥ ⎣ ⎦ ⎢ ⎥ . compound ⎢ ⎥ radicals = . ⎢ ⎥ main-group = amine ⎢ ⎡ ⎤⎥ ⎢ ⎥ position-radical ⎢ ⎥ . ⎢ ⎢ position = f our ⎥⎥ ⎢ ⎣ ⎦⎥ ⎣ ⎦ . compound radicals = . main-group = nitro-deriv Fig. 3. e. the benzene may be the main group in one compound and a radical in some other compounds. Figure 3 shows the representation of the chemical compound, 2-amino-4-nitrophenol, using feature terms .
Armengol identiﬁed some usages that generalization can have in the context of CBR. Thus, a generalization can be taken as a representative of a subset of cases as in PROTOS or in the work of Bergmann et al. , but also it could be interpreted as a symbolic similitude of a subset of cases as we proposed in . In addition, we also propose the hypothesis that a set of local approximations can be seen as a partial model of a domain. The idea is that a lazy method can produce a generalization that explains the classiﬁcation of a new problem, in a sense similar to the explanations produced by explanation-based learning methods .
Case-Based Reasoning Research and Development: 7th International Conference on Case-Based Reasoning, ICCBR 2007 Belfast Northern Ireland, UK, August by Rosina O. Weber, Michael M. Richter