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Effective management of moving object data, originating in supply chain operations, road network monitoring, and other RFID applications, is a major challenge facing society today, with important implications into business optimization, city planning, privacy, and national security. Towards the solution of this problem, the author has developed a comprehensive framework for warehousing, mining, and cleaning large moving object data sets. At the core of author's paper, is the RFID data warehousing engine. It receives clean data from the cleaning engine, and provides highly compressed data, at multiple levels of abstraction, to the mining engine.
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