Matches in SemOpenAlex for { <https://semopenalex.org/work/W2969356629> ?p ?o ?g. }
- W2969356629 abstract "This paper describes the systematic application of local topological methods for detecting interfaces and related anomalies in complicated high-dimensional data. By examining the topology of small regions around each point, one can optimally stratify a given dataset into clusters, each of which is in turn well-approximable by a suitable submanifold of the ambient space. Since these approximating submanifolds might have different dimensions, we are able to detect non-manifold like singular regions in data even when none of the data points have been sampled from those singularities. We showcase this method by identifying the intersection of two surfaces in the 24-dimensional space of cyclo-octane conformations, and by locating all the self-intersections of a Henneberg minimal surface immersed in 3-dimensional space. Due to the local nature of the required topological computations, the algorithmic burden of performing such data stratification is readily distributable across several processors." @default.
- W2969356629 created "2019-08-29" @default.
- W2969356629 creator A5006355933 @default.
- W2969356629 creator A5059562923 @default.
- W2969356629 creator A5060903723 @default.
- W2969356629 creator A5069873248 @default.
- W2969356629 date "2019-08-25" @default.
- W2969356629 modified "2023-09-27" @default.
- W2969356629 title "Geometric anomaly detection in data" @default.
- W2969356629 cites W1578196132 @default.
- W2969356629 cites W2001141328 @default.
- W2969356629 cites W2002165972 @default.
- W2969356629 cites W2034400748 @default.
- W2969356629 cites W2037613900 @default.
- W2969356629 cites W2044207839 @default.
- W2969356629 cites W2072204993 @default.
- W2969356629 cites W2294644361 @default.
- W2969356629 cites W2411877106 @default.
- W2969356629 cites W2963693826 @default.
- W2969356629 cites W2963703618 @default.
- W2969356629 cites W2963865839 @default.
- W2969356629 cites W3098455240 @default.
- W2969356629 hasPublicationYear "2019" @default.
- W2969356629 type Work @default.
- W2969356629 sameAs 2969356629 @default.
- W2969356629 citedByCount "0" @default.
- W2969356629 crossrefType "posted-content" @default.
- W2969356629 hasAuthorship W2969356629A5006355933 @default.
- W2969356629 hasAuthorship W2969356629A5059562923 @default.
- W2969356629 hasAuthorship W2969356629A5060903723 @default.
- W2969356629 hasAuthorship W2969356629A5069873248 @default.
- W2969356629 hasConcept C100701293 @default.
- W2969356629 hasConcept C111919701 @default.
- W2969356629 hasConcept C11413529 @default.
- W2969356629 hasConcept C114614502 @default.
- W2969356629 hasConcept C124101348 @default.
- W2969356629 hasConcept C127413603 @default.
- W2969356629 hasConcept C12773090 @default.
- W2969356629 hasConcept C12843 @default.
- W2969356629 hasConcept C134306372 @default.
- W2969356629 hasConcept C151300846 @default.
- W2969356629 hasConcept C184720557 @default.
- W2969356629 hasConcept C192943249 @default.
- W2969356629 hasConcept C202444582 @default.
- W2969356629 hasConcept C205649164 @default.
- W2969356629 hasConcept C2524010 @default.
- W2969356629 hasConcept C2776799497 @default.
- W2969356629 hasConcept C2778572836 @default.
- W2969356629 hasConcept C28719098 @default.
- W2969356629 hasConcept C33923547 @default.
- W2969356629 hasConcept C3527866 @default.
- W2969356629 hasConcept C41008148 @default.
- W2969356629 hasConcept C45374587 @default.
- W2969356629 hasConcept C529865628 @default.
- W2969356629 hasConcept C58640448 @default.
- W2969356629 hasConcept C59822182 @default.
- W2969356629 hasConcept C64543145 @default.
- W2969356629 hasConcept C739882 @default.
- W2969356629 hasConcept C78519656 @default.
- W2969356629 hasConcept C86803240 @default.
- W2969356629 hasConcept C88548481 @default.
- W2969356629 hasConceptScore W2969356629C100701293 @default.
- W2969356629 hasConceptScore W2969356629C111919701 @default.
- W2969356629 hasConceptScore W2969356629C11413529 @default.
- W2969356629 hasConceptScore W2969356629C114614502 @default.
- W2969356629 hasConceptScore W2969356629C124101348 @default.
- W2969356629 hasConceptScore W2969356629C127413603 @default.
- W2969356629 hasConceptScore W2969356629C12773090 @default.
- W2969356629 hasConceptScore W2969356629C12843 @default.
- W2969356629 hasConceptScore W2969356629C134306372 @default.
- W2969356629 hasConceptScore W2969356629C151300846 @default.
- W2969356629 hasConceptScore W2969356629C184720557 @default.
- W2969356629 hasConceptScore W2969356629C192943249 @default.
- W2969356629 hasConceptScore W2969356629C202444582 @default.
- W2969356629 hasConceptScore W2969356629C205649164 @default.
- W2969356629 hasConceptScore W2969356629C2524010 @default.
- W2969356629 hasConceptScore W2969356629C2776799497 @default.
- W2969356629 hasConceptScore W2969356629C2778572836 @default.
- W2969356629 hasConceptScore W2969356629C28719098 @default.
- W2969356629 hasConceptScore W2969356629C33923547 @default.
- W2969356629 hasConceptScore W2969356629C3527866 @default.
- W2969356629 hasConceptScore W2969356629C41008148 @default.
- W2969356629 hasConceptScore W2969356629C45374587 @default.
- W2969356629 hasConceptScore W2969356629C529865628 @default.
- W2969356629 hasConceptScore W2969356629C58640448 @default.
- W2969356629 hasConceptScore W2969356629C59822182 @default.
- W2969356629 hasConceptScore W2969356629C64543145 @default.
- W2969356629 hasConceptScore W2969356629C739882 @default.
- W2969356629 hasConceptScore W2969356629C78519656 @default.
- W2969356629 hasConceptScore W2969356629C86803240 @default.
- W2969356629 hasConceptScore W2969356629C88548481 @default.
- W2969356629 hasLocation W29693566291 @default.
- W2969356629 hasOpenAccess W2969356629 @default.
- W2969356629 hasPrimaryLocation W29693566291 @default.
- W2969356629 hasRelatedWork W1486210143 @default.
- W2969356629 hasRelatedWork W1486579280 @default.
- W2969356629 hasRelatedWork W1581320207 @default.
- W2969356629 hasRelatedWork W1582867865 @default.
- W2969356629 hasRelatedWork W2055734345 @default.
- W2969356629 hasRelatedWork W2063382197 @default.