GMDH

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf gptkb:algorithm
gptkbp:application gptkb:dictionary
regression
time series forecasting
system identification
gptkbp:countryOfOrigin gptkb:Soviet_Union
gptkbp:field gptkb:artificial_intelligence
gptkb:machine_learning
data mining
gptkbp:fullName Group Method of Data Handling
https://www.w3.org/2000/01/rdf-schema#label GMDH
gptkbp:introducedIn 1968
gptkbp:inventedBy Alexey Ivakhnenko
gptkbp:method self-organizing
inductive
gptkbp:notableFeature automatically selects model structure
uses external criteria for model selection
gptkbp:purpose pattern recognition
prediction
modeling complex systems
gptkbp:relatedTo deep learning
neural networks
gptkbp:uses polynomial neural networks
gptkbp:bfsParent gptkb:Kunstmuseum_Den_Haag
gptkbp:bfsLayer 7