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Titlebook: Database Systems for Advanced Applications; 22nd International C Selçuk Candan,Lei Chen,Wen Hua Conference proceedings 2017 Springer Intern

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PPNE: Property Preserving Network Embeddingant task in the network analysis area. Most existing embedding methods focus on encoding the topology information into the representation vectors. In reality, nodes in the network may contain rich properties, which could potentially contribute to learn better representations. In this paper, we study
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Outlier Trajectory Detection: A Trajectory Analytics Based Approach human behaviors. In this paper, we aim to understand historical trajectory data for discovering outlier trajectories of taxis. An outlier trajectory is a trajectory grossly different from others, meaning there are few or even no trajectories following a similar route in a dataset. To identify outli
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Richard D. Wolff,Anwar M. Shaikhthe correctness matrix to learn the patterns. Then PTD conducts the answer aggregation by incorporating captured patterns, producing a more accurate estimation. Therefore, our approach is compatible with all tasks and can better demonstrate the correlation among tasks and sources. Experimental resul
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