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Address is one of important part of urban geographic data, by the aid of geocoding engine, the coordinates are rapidly attached to non-spatial information, so it becomes an important tool and bridge to achieve the integration of social economic and geospatial information, which will enhance the cross-department information sharing and collaboration. During the construction, we need to integrate multi-source...
Most of the traditional classification methods behave undesirable, particularly producing poor predictive accuracy for the minority class of the imbalanced data from real world applications. This paper proposes a novel over-sampling strategy to handle imbalanced data based on cluster ensembles, named CE-SMOTE, which aims to provide a better training platform by introducing clustering consistency index...
We propose a novel distributed cross-layer optimization approach for cognitive radio wireless networks. A cognitive radio is a wireless device that is capable of sensing the prevailing environmental conditions and automatically adapting its operating parameters in order to enhance the performance of both the system and potentially the whole network. Given the lack of a centralized intelligence to...
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