Książka Robust Data Mining Petros Xanthopoulos

Robust Data Mining

Język: Angielski
Oprawa: Miękka
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
245.73
Data uncertainty is a concept closely related with most real life applications that involve data col...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2013
strony
59
EAN
9781441998774
ISBN
1441998772
Enbook ID
01424628
Waga
127
Wymiary
172 x 236 x 6

Pełny opis

Data uncertainty is a concept closely related with most real life applications that involve data collection and interpretation. Examples can be found in data acquired with biomedical instruments or other experimental techniques. Integration of robust optimization in the existing data mining techniques aim to create new algorithms resilient to error and noise.§This work encapsulates all the latest applications of robust optimization in data mining. This brief contains an overview of the rapidly growing field of robust data mining research field and presents the most well known machine learning algorithms, their robust counterpart formulations and algorithms for attacking these problems. §This brief will appeal to theoreticians and data miners working in this field.§

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