In: The VLDB Journal, 2013, vol. 22, no. 5, p. 665-687
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In: The VLDB Journal, 2008, vol. 17, no. 6, p. 1371-1384
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In: 2017 IEEE International Conference on Data Mining (ICDM), 2017, p. 545–554
Histogram-based similarity has been widely adopted in many machine learning tasks. However, measuring histogram similarity is a challenging task for streaming data, where the elements of a histogram are observed in a streaming manner. First, the ever-growing cardinality of histogram elements makes any similarity computation inefficient. Second, the concept-drift issue in the data streams also...
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In: World Wide Web, 2017, p. 1–25
Crime is a complex social issue impacting a considerable number of individuals within a society. Preventing and reducing crime is a top priority in many countries. Given limited policing and crime reduction resources, it is often crucial to identify effective strategies to deploy the available resources. Towards this goal, crime hotspot prediction has previously been suggested. Crime hotspot...
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In: Nucleic Acids Research, 2015, vol. 43, no. 16, p. e103-e103
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In: ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’16)
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In: Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI’16)
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In: Web Semantics: Science, Services and Agents on the World Wide Web
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