Contact
Hoe winkelen bij ons werkt
Bezorging
Winkelgids
Engels
147 b
Retourneren binnen 30 dagen
Klanten kochten ook
/
Gebonden (paperback)
24.10
€
/
Gebonden (paperback)
19.33
€
Outlier detection is a well established area of study for statistical data. However, most of the existing outlier detection techniques are designed targeting the regular data model, where the entire dataset is available for random access. Typical outlier detection techniques construct a standard data distribution or model from the entire dataset and execute their detection algorithms over each data point. Evidently these techniques are not suitable for online data streams where the entire dataset, due to its unbounded volume, is not available for random access. Moreover, the data distribution in data streams change over time which challenges the existing outlier detection techniques that assume a constant standard data distribution for the entire dataset. In addition, data streams are characterized by uncertainty which imposes further complexity. In this work we propose two outlier detection techniques, called Distance Based Outline Detection for Data Streams (DB-ODDS) and Automatic Outlier Detection for Data Streams (A-ODDS). Both techniques are based on a novel continuously adaptive data distribution function that addresses all the issues of data streams.
Informatie over het boek
Engels
Categorieën
Geef dit boek vandaag nog cadeau
Dat gaat heel eenvoudig
1 Voeg het boek toe aan je winkelwagentje en selecteer Als cadeau bezorgen 2 Je krijgt van ons per omgaand een voucher 3 Het boek wordt bezorgd op het adres van de ontvangerDit vind je misschien ook interessant
/
Gebonden (harde band)
34.32
€
/
Gebonden (paperback)
37.26
€
/
Gebonden (harde band)
34.53
€
/
Gebonden (harde band)
344.15
€
Hoi! Ik ben Libroamiko, je boekadviseur.
Hoe kan ik je helpen?