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05/20/2020
Fingerprinting Encrypted Voice Traffic on Smart Speakers with Deep Learning
This paper investigates the privacy leakage of smart speakers under an e...
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10/06/2018
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks
In many domains, there is significant interest in capturing novel relati...
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02/16/2018
Mining Sub-Interval Relationships In Time Series Data
Time-series data is being increasingly collected and stud- ied in severa...
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11/13/2017
Spatio-Temporal Data Mining: A Survey of Problems and Methods
Large volumes of spatio-temporal data are increasingly collected and stu...
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12/27/2016
Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data
Data science models, although successful in a number of commercial domai...
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10/25/2012