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Bailey, James
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An effective and versatile distance measure for spatiotemporal trajectories
Naderivesal S., Kulik L., Bailey J. Data Mining and Knowledge Discovery 33(3): 577-606, 2019. Type: Article
With the increasing accumulation of spatial temporal path data, such as in the truck and cab datasets considered here, the need for effective path comparison algorithms is of current importance. This paper develops a measure employing ...
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Jan 9 2020
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors
Liang Z., Ploderer B., Liu W., Nagata Y., Bailey J., Kulik L., Li Y. Personal and Ubiquitous Computing 20(6): 985-1000, 2016. Type: Article
For sleep researchers, this paper is interesting for two reasons. One, the authors have contributed a useful new tool called SleepExplorer that correlates multiple contextual measurements and even introduces a new structure for organiz...
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Jan 25 2017
Contrast data mining: concepts, algorithms, and applications
Dong G., Bailey J., Chapman & Hall/CRC, Boca Raton, FL, 2012. 434 pp. Type: Book (978-1-439854-32-7)
Part of Chapman & Hall/CRC’s “Data Mining and Knowledge Discovery Series,” this edited book captures new developments and applications related to data mining, as well as summaries of computational tool...
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Jan 24 2013
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