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Yu, Philip S.
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Reducing uncertainty of dynamic heterogeneous information networks: a fusing reconstructing approach
Yang N., He L., Li Z., Yu P. Data Mining and Knowledge Discovery 31(3): 879-906, 2017. Type: Article
A detailed technical account, this paper presents a new method of handling heterogeneous information network analysis....
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Aug 8 2017
Mining online social data for detecting social network mental disorders
Shuai H., Shen C., Yang D., Lan Y., Lee W., Yu P., Chen M. WWW 2016 (Proceedings of the 25th International Conference on the World Wide Web, Montréal, Québec, Canada, Apr 11-15, 2016) 275-285, 2016. Type: Proceedings
Diagnosis of social network mental disorders (SNMD) is problematic since self-reporting questionnaires (massively applied in psychology) give subjective insight into the problem, which affects the accuracy of the measurement. Methods o...
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Aug 9 2016
Behavior computing: modeling, analysis, mining and decision
Cao L., Yu P., Springer Publishing Company, Incorporated, New York, NY, 2012. 390 pp. Type: Book (978-1-447129-68-4)
This compilation of 23 selected papers, written by 62 academics from around the world, is organized into four parts: “Behavior Modeling,” “Behavior Analysis,” “Behavior Mining,̶...
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Oct 12 2012
Can the utility of anonymized data be used for privacy breaches?
Wong R., Fu A., Wang K., Yu P., Pei J. ACM Transactions on Knowledge Discovery from Data 5(3): 1-24, 2011. Type: Article
Database and information security specialists should remain cognizant of the loophole exploitation of logical patterns in published data. Public data and background information on people are potent weapons that some agents may use to b...
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Feb 17 2012
Relational data clustering: models, algorithms, and applications
Long B., Zhang Z., Yu P., Chapman & Hall/CRC, Boca Raton, FL, 2010. 216 pp. Type: Book (978-1-420072-61-7)
To date, numerous proposed clustering methods have been published in a long series of papers and included in several outstanding books. This book, however, as the authors say, is the first monograph on the topic of relational data clus...
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Jun 13 2011
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