FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2216400202> ?p ?o ?g. }

• W2216400202 abstract "Modeling and identification of high-dimensional stochastic processes is ubiquitous in many fields. In particular, there is a growing interest in modeling stochastic processes with simple and interpretable structures. In many applications, such as econometrics and biomedical sciences, it seems natural to describe each component of that stochastic process in terms of few factor variables, which are not accessible for observation, and possibly of few other components of the stochastic process. These relations can be encoded in graphical way via a structured dynamic network, referred to as sparse plus low-rank (S+L) hereafter. The problem of finding the S+L network as well as the dynamic model can be posed as a system identification problem. In this paper, we introduce two new nonparametric methods to identify dynamic models for stochastic processes described by a S+L network. These methods take inspiration from regularized estimators based on recently introduced kernels (e.g. stable spline, tuned-correlated etc.). Numerical examples show the benefit to introduce the S+L structure in the identification procedure." @default.
• W2216400202 created "2016-06-24" @default.
• W2216400202 creator A5062648585 @default.
• W2216400202 creator A5088792059 @default.
• W2216400202 date "2015-10-10" @default.
• W2216400202 modified "2023-09-23" @default.
• W2216400202 title "Sparse plus Low rank Network Identification: A Nonparametric Approach" @default.
• W2216400202 cites W1648445109 @default.
• W2216400202 cites W1684305122 @default.
• W2216400202 cites W1986280275 @default.
• W2216400202 cites W1991286145 @default.
• W2216400202 cites W2031149397 @default.
• W2216400202 cites W2052958516 @default.
• W2216400202 cites W2098729277 @default.
• W2216400202 cites W2099118723 @default.
• W2216400202 cites W2103637013 @default.
• W2216400202 cites W2120416539 @default.
• W2216400202 cites W2142635246 @default.
• W2216400202 cites W2143956139 @default.
• W2216400202 cites W2145962650 @default.
• W2216400202 cites W2155205047 @default.
• W2216400202 cites W2159425692 @default.
• W2216400202 cites W2168175751 @default.
• W2216400202 cites W2171170856 @default.
• W2216400202 cites W2178225550 @default.
• W2216400202 cites W2222348378 @default.
• W2216400202 cites W2441335022 @default.
• W2216400202 cites W2947000318 @default.
• W2216400202 cites W2963212984 @default.
• W2216400202 hasPublicationYear "2015" @default.
• W2216400202 type Work @default.
• W2216400202 sameAs 2216400202 @default.
• W2216400202 citedByCount "0" @default.
• W2216400202 crossrefType "posted-content" @default.
• W2216400202 hasAuthorship W2216400202A5062648585 @default.
• W2216400202 hasAuthorship W2216400202A5088792059 @default.
• W2216400202 hasConcept C102366305 @default.
• W2216400202 hasConcept C10390562 @default.
• W2216400202 hasConcept C105795698 @default.
• W2216400202 hasConcept C111472728 @default.
• W2216400202 hasConcept C111919701 @default.
• W2216400202 hasConcept C11413529 @default.
• W2216400202 hasConcept C114614502 @default.
• W2216400202 hasConcept C116834253 @default.
• W2216400202 hasConcept C121332964 @default.
• W2216400202 hasConcept C126255220 @default.
• W2216400202 hasConcept C127413603 @default.
• W2216400202 hasConcept C138885662 @default.
• W2216400202 hasConcept C149782125 @default.
• W2216400202 hasConcept C164226766 @default.
• W2216400202 hasConcept C168167062 @default.
• W2216400202 hasConcept C185429906 @default.
• W2216400202 hasConcept C2780586882 @default.
• W2216400202 hasConcept C33923547 @default.
• W2216400202 hasConcept C41008148 @default.
• W2216400202 hasConcept C59822182 @default.
• W2216400202 hasConcept C66938386 @default.
• W2216400202 hasConcept C80444323 @default.
• W2216400202 hasConcept C8272713 @default.
• W2216400202 hasConcept C86803240 @default.
• W2216400202 hasConcept C97355855 @default.
• W2216400202 hasConcept C98045186 @default.
• W2216400202 hasConceptScore W2216400202C102366305 @default.
• W2216400202 hasConceptScore W2216400202C10390562 @default.
• W2216400202 hasConceptScore W2216400202C105795698 @default.
• W2216400202 hasConceptScore W2216400202C111472728 @default.
• W2216400202 hasConceptScore W2216400202C111919701 @default.
• W2216400202 hasConceptScore W2216400202C11413529 @default.
• W2216400202 hasConceptScore W2216400202C114614502 @default.
• W2216400202 hasConceptScore W2216400202C116834253 @default.
• W2216400202 hasConceptScore W2216400202C121332964 @default.
• W2216400202 hasConceptScore W2216400202C126255220 @default.
• W2216400202 hasConceptScore W2216400202C127413603 @default.
• W2216400202 hasConceptScore W2216400202C138885662 @default.
• W2216400202 hasConceptScore W2216400202C149782125 @default.
• W2216400202 hasConceptScore W2216400202C164226766 @default.
• W2216400202 hasConceptScore W2216400202C168167062 @default.
• W2216400202 hasConceptScore W2216400202C185429906 @default.
• W2216400202 hasConceptScore W2216400202C2780586882 @default.
• W2216400202 hasConceptScore W2216400202C33923547 @default.
• W2216400202 hasConceptScore W2216400202C41008148 @default.
• W2216400202 hasConceptScore W2216400202C59822182 @default.
• W2216400202 hasConceptScore W2216400202C66938386 @default.
• W2216400202 hasConceptScore W2216400202C80444323 @default.
• W2216400202 hasConceptScore W2216400202C8272713 @default.
• W2216400202 hasConceptScore W2216400202C86803240 @default.
• W2216400202 hasConceptScore W2216400202C97355855 @default.
• W2216400202 hasConceptScore W2216400202C98045186 @default.
• W2216400202 hasLocation W22164002021 @default.
• W2216400202 hasOpenAccess W2216400202 @default.
• W2216400202 hasPrimaryLocation W22164002021 @default.
• W2216400202 hasRelatedWork W1583094025 @default.
• W2216400202 hasRelatedWork W1600755436 @default.
• W2216400202 hasRelatedWork W2053559248 @default.
• W2216400202 hasRelatedWork W2077315776 @default.
• W2216400202 hasRelatedWork W2326532020 @default.
• W2216400202 hasRelatedWork W2406385473 @default.
• W2216400202 hasRelatedWork W2416019854 @default.
• W2216400202 hasRelatedWork W2507491157 @default.
• W2216400202 hasRelatedWork W2527004128 @default.

• next