An Incremental Change Detection Test Based on Density Difference Estimation
Informazioni aggiuntive
Autori
Bu L.,
Zhao D.,
Alippi C.
Tipo
Articolo pubblicato in rivista scientifica
Anno
2017
Lingua
Inglese
Rivista
IEEE Transactions on Systems, Man, and Cybernetics: Systems
Volume
47
Mese
ottobre
Pagina inizio
2714
Pagina fine
2726
ISSN
2168-2216
Parole chiave
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
