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Titlebook: Data Warehousing and Knowledge Discovery; 9th International Co Il Yeal Song,Johann Eder,Tho Manh Nguyen Conference proceedings 2007 Springe

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https://doi.org/10.1007/978-3-322-83906-0process. Our knowledge induction approach is based on rough set theory. We present the knowledge induction algorithm driven by a user’s query and explain the method through running examples. The advantages of the proposed techniques are confirmed with experimental results.
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A Hilbert Space Compression Architecture for Data Warehouse Environmentsavailable not only for the relational tables themselves, but also for the associated r-tree indexes. Experimental results demonstrate compression rates of more than 90% for multi-dimensional data, and up to 98% for the indexes.
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Evolution of Data Warehouses’ Optimization: A Workload Perspectiveon. The objective is to avoid waiting for a new workload from the updated DW model. We propose to maintain existing queries coherent and create new queries to deal with probable future analysis needs.
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Automating the Schema Matching Process for Heterogeneous Data Warehousestions for aggregation level matching, which builds the most complex part of the process. A software implementation of the entire process is provided in order to perform its verification, as well as to determine the proper selection metric for mapping different multidimensional structures.
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Semantic Knowledge Integration to Support Inductive Query Optimizationprocess. Our knowledge induction approach is based on rough set theory. We present the knowledge induction algorithm driven by a user’s query and explain the method through running examples. The advantages of the proposed techniques are confirmed with experimental results.
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An OLAM-Based Framework for Complex Knowledge Pattern Discovery in Distributed-and-Heterogeneous-Dat a formal model underlying this framework, called ...), and a reference architecture for such a framework. Another contribute of our work is represented by the proposal of ., a visual tool that supports the editing of even-complex KDD processes according to the guidelines drawn by ...
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