An Incremental Change Detection Test Based on Density Difference Estimation
Additional information
Authors
Bu L.,
Zhao D.,
Alippi C.
Type
Journal Article
Year
2017
Language
English
Journal
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Volume
47
Month
October
Start page number
2714
End page number
2726
ISSN
2168-2216
Keywords
Big data framework, Change detection, change detection method, density difference estimation, Estimation, false positive rates, Feature extraction, Histograms, incremental change detection test, incremental computing, incremental least squares density difference change detection method (LSDD-Inc), Internet of Things, Kernel, least squares approximations, least squares density difference, linear combination, LSDD, LSDD values, nonoverlapping data windows, probability, Probability density function, probability density function (pdf)-free, probability density functions, process continuous data streams, Training
