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A collection of papers drawn from the program of IPMU'04, which was held in Perugia, Italy. It is composed by such sections as: Uncertainty Preferences; Classification and Data Mining; Aggregation and Multi-criteria; Decision Making; Knowledge Representation; and, Applied Domains.
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