Matches in SemOpenAlex for { <https://semopenalex.org/work/W1535597002> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W1535597002 endingPage "164" @default.
- W1535597002 startingPage "156" @default.
- W1535597002 abstract "This paper presents new results for the identification of predictive models for unknown dynamical systems. The three key elements of the proposed approach are: i) an unknown mechanism that generates the observed data; ii) a family of models, among which we select our predictor, on the basis of past observations; iii) an optimality criterion that we want to minimize. A major departure from standard identification theory is taken in that we consider interval models for prediction, thatis models that return output intervals, as opposed to output values. Moreover, we introduce a consistency criterion (the model is required to be consistent with observations) which act as a constraint in the optimization procedure. In this framework, the model has not to be interpreted as a faithful description of reality, but rather as an instrument to perform prediction. To the optimal model, we attach a certificate of reliability, that is a statement of the probability that the computed model will actually be consistent with future unknown data." @default.
- W1535597002 created "2016-06-24" @default.
- W1535597002 creator A5041746196 @default.
- W1535597002 creator A5068752903 @default.
- W1535597002 date "2003-04-01" @default.
- W1535597002 modified "2023-09-28" @default.
- W1535597002 title "A Learning Theory Approach to the Construction of Predictor Models" @default.
- W1535597002 cites W171065245 @default.
- W1535597002 cites W1965324089 @default.
- W1535597002 cites W2006862776 @default.
- W1535597002 cites W2046119644 @default.
- W1535597002 cites W2103012681 @default.
- W1535597002 cites W2180866209 @default.
- W1535597002 cites W2798058877 @default.
- W1535597002 cites W2114001875 @default.
- W1535597002 doi "https://doi.org/10.3934/proc.2003.2003.156" @default.
- W1535597002 hasPublicationYear "2003" @default.
- W1535597002 type Work @default.
- W1535597002 sameAs 1535597002 @default.
- W1535597002 citedByCount "2" @default.
- W1535597002 crossrefType "journal-article" @default.
- W1535597002 hasAuthorship W1535597002A5041746196 @default.
- W1535597002 hasAuthorship W1535597002A5068752903 @default.
- W1535597002 hasConcept C114614502 @default.
- W1535597002 hasConcept C116834253 @default.
- W1535597002 hasConcept C119857082 @default.
- W1535597002 hasConcept C121332964 @default.
- W1535597002 hasConcept C124101348 @default.
- W1535597002 hasConcept C149782125 @default.
- W1535597002 hasConcept C154945302 @default.
- W1535597002 hasConcept C163258240 @default.
- W1535597002 hasConcept C2524010 @default.
- W1535597002 hasConcept C26517878 @default.
- W1535597002 hasConcept C2776036281 @default.
- W1535597002 hasConcept C2776436953 @default.
- W1535597002 hasConcept C2778067643 @default.
- W1535597002 hasConcept C33923547 @default.
- W1535597002 hasConcept C38652104 @default.
- W1535597002 hasConcept C41008148 @default.
- W1535597002 hasConcept C43214815 @default.
- W1535597002 hasConcept C59822182 @default.
- W1535597002 hasConcept C62520636 @default.
- W1535597002 hasConcept C86803240 @default.
- W1535597002 hasConceptScore W1535597002C114614502 @default.
- W1535597002 hasConceptScore W1535597002C116834253 @default.
- W1535597002 hasConceptScore W1535597002C119857082 @default.
- W1535597002 hasConceptScore W1535597002C121332964 @default.
- W1535597002 hasConceptScore W1535597002C124101348 @default.
- W1535597002 hasConceptScore W1535597002C149782125 @default.
- W1535597002 hasConceptScore W1535597002C154945302 @default.
- W1535597002 hasConceptScore W1535597002C163258240 @default.
- W1535597002 hasConceptScore W1535597002C2524010 @default.
- W1535597002 hasConceptScore W1535597002C26517878 @default.
- W1535597002 hasConceptScore W1535597002C2776036281 @default.
- W1535597002 hasConceptScore W1535597002C2776436953 @default.
- W1535597002 hasConceptScore W1535597002C2778067643 @default.
- W1535597002 hasConceptScore W1535597002C33923547 @default.
- W1535597002 hasConceptScore W1535597002C38652104 @default.
- W1535597002 hasConceptScore W1535597002C41008148 @default.
- W1535597002 hasConceptScore W1535597002C43214815 @default.
- W1535597002 hasConceptScore W1535597002C59822182 @default.
- W1535597002 hasConceptScore W1535597002C62520636 @default.
- W1535597002 hasConceptScore W1535597002C86803240 @default.
- W1535597002 hasLocation W15355970021 @default.
- W1535597002 hasOpenAccess W1535597002 @default.
- W1535597002 hasPrimaryLocation W15355970021 @default.
- W1535597002 hasRelatedWork W1316385 @default.
- W1535597002 hasRelatedWork W142680400 @default.
- W1535597002 hasRelatedWork W1860973710 @default.
- W1535597002 hasRelatedWork W2069311272 @default.
- W1535597002 hasRelatedWork W2107543637 @default.
- W1535597002 hasRelatedWork W2117781171 @default.
- W1535597002 hasRelatedWork W2167412190 @default.
- W1535597002 hasRelatedWork W2333066051 @default.
- W1535597002 hasRelatedWork W2730444770 @default.
- W1535597002 hasRelatedWork W2733169504 @default.
- W1535597002 hasRelatedWork W2735152585 @default.
- W1535597002 hasRelatedWork W2766793218 @default.
- W1535597002 hasRelatedWork W2772294549 @default.
- W1535597002 hasRelatedWork W2885249917 @default.
- W1535597002 hasRelatedWork W2888563299 @default.
- W1535597002 hasRelatedWork W2892141808 @default.
- W1535597002 hasRelatedWork W2899034718 @default.
- W1535597002 hasRelatedWork W2902590912 @default.
- W1535597002 hasRelatedWork W2947124840 @default.
- W1535597002 hasRelatedWork W2949139056 @default.
- W1535597002 hasVolume "2003" @default.
- W1535597002 isParatext "false" @default.
- W1535597002 isRetracted "false" @default.
- W1535597002 magId "1535597002" @default.
- W1535597002 workType "article" @default.