FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2099006875> ?p ?o ?g. }

• W2099006875 endingPage "879" @default.
• W2099006875 startingPage "872" @default.
• W2099006875 abstract "Distance-based methods in machine learning and pattern recognition have to rely on a metric distance between points in the input space. Instead of specifying a metric a priori, we seek to learn the metric from data via kernel methods and multidimensional scaling (MDS) techniques. Under the classification setting, we define discriminant kernels on the joint space of input and output spaces and present a specific family of discriminant kernels. This family of discriminant kernels is attractive because the induced metrics are Euclidean and Fisher separable, and MDS techniques can be used to find the low-dimensional Euclidean representations (also called feature vectors) of the induced metrics. Since the feature vectors incorporate information from both input points and their corresponding labels and they enjoy Fisher separability, they are appropriate to be used in distance-based classifiers." @default.
• W2099006875 created "2016-06-24" @default.
• W2099006875 creator A5047580482 @default.
• W2099006875 date "2003-08-21" @default.
• W2099006875 modified "2023-09-26" @default.
• W2099006875 title "Learning metrics via discriminant kernels and multidimensional scaling: toward expected Euclidean representation" @default.
• W2099006875 cites W1518932425 @default.
• W2099006875 cites W1576213419 @default.
• W2099006875 cites W1964514974 @default.
• W2099006875 cites W1992380663 @default.
• W2099006875 cites W2001141328 @default.
• W2099006875 cites W2005447957 @default.
• W2099006875 cites W2015065853 @default.
• W2099006875 cites W2053186076 @default.
• W2099006875 cites W2106446203 @default.
• W2099006875 cites W2117154949 @default.
• W2099006875 cites W2123068691 @default.
• W2099006875 cites W2142387771 @default.
• W2099006875 cites W2146766088 @default.
• W2099006875 cites W2156909104 @default.
• W2099006875 cites W2157153931 @default.
• W2099006875 cites W2163155423 @default.
• W2099006875 cites W2495084345 @default.
• W2099006875 cites W3119651796 @default.
• W2099006875 hasPublicationYear "2003" @default.
• W2099006875 type Work @default.
• W2099006875 sameAs 2099006875 @default.
• W2099006875 citedByCount "19" @default.
• W2099006875 countsByYear W20990068752012 @default.
• W2099006875 countsByYear W20990068752017 @default.
• W2099006875 countsByYear W20990068752018 @default.
• W2099006875 countsByYear W20990068752020 @default.
• W2099006875 crossrefType "proceedings-article" @default.
• W2099006875 hasAuthorship W2099006875A5047580482 @default.
• W2099006875 hasConcept C105795698 @default.
• W2099006875 hasConcept C111472728 @default.
• W2099006875 hasConcept C114614502 @default.
• W2099006875 hasConcept C118615104 @default.
• W2099006875 hasConcept C120174047 @default.
• W2099006875 hasConcept C129782007 @default.
• W2099006875 hasConcept C138885662 @default.
• W2099006875 hasConcept C153180895 @default.
• W2099006875 hasConcept C154945302 @default.
• W2099006875 hasConcept C162324750 @default.
• W2099006875 hasConcept C176217482 @default.
• W2099006875 hasConcept C17744445 @default.
• W2099006875 hasConcept C181367576 @default.
• W2099006875 hasConcept C186450821 @default.
• W2099006875 hasConcept C198043062 @default.
• W2099006875 hasConcept C199539241 @default.
• W2099006875 hasConcept C207798031 @default.
• W2099006875 hasConcept C21547014 @default.
• W2099006875 hasConcept C2524010 @default.
• W2099006875 hasConcept C2776359362 @default.
• W2099006875 hasConcept C2776401178 @default.
• W2099006875 hasConcept C31510193 @default.
• W2099006875 hasConcept C33923547 @default.
• W2099006875 hasConcept C41008148 @default.
• W2099006875 hasConcept C41895202 @default.
• W2099006875 hasConcept C69738355 @default.
• W2099006875 hasConcept C74193536 @default.
• W2099006875 hasConcept C75553542 @default.
• W2099006875 hasConcept C78397625 @default.
• W2099006875 hasConcept C83665646 @default.
• W2099006875 hasConcept C91682802 @default.
• W2099006875 hasConcept C94625758 @default.
• W2099006875 hasConceptScore W2099006875C105795698 @default.
• W2099006875 hasConceptScore W2099006875C111472728 @default.
• W2099006875 hasConceptScore W2099006875C114614502 @default.
• W2099006875 hasConceptScore W2099006875C118615104 @default.
• W2099006875 hasConceptScore W2099006875C120174047 @default.
• W2099006875 hasConceptScore W2099006875C129782007 @default.
• W2099006875 hasConceptScore W2099006875C138885662 @default.
• W2099006875 hasConceptScore W2099006875C153180895 @default.
• W2099006875 hasConceptScore W2099006875C154945302 @default.
• W2099006875 hasConceptScore W2099006875C162324750 @default.
• W2099006875 hasConceptScore W2099006875C176217482 @default.
• W2099006875 hasConceptScore W2099006875C17744445 @default.
• W2099006875 hasConceptScore W2099006875C181367576 @default.
• W2099006875 hasConceptScore W2099006875C186450821 @default.
• W2099006875 hasConceptScore W2099006875C198043062 @default.
• W2099006875 hasConceptScore W2099006875C199539241 @default.
• W2099006875 hasConceptScore W2099006875C207798031 @default.
• W2099006875 hasConceptScore W2099006875C21547014 @default.
• W2099006875 hasConceptScore W2099006875C2524010 @default.
• W2099006875 hasConceptScore W2099006875C2776359362 @default.
• W2099006875 hasConceptScore W2099006875C2776401178 @default.
• W2099006875 hasConceptScore W2099006875C31510193 @default.
• W2099006875 hasConceptScore W2099006875C33923547 @default.
• W2099006875 hasConceptScore W2099006875C41008148 @default.
• W2099006875 hasConceptScore W2099006875C41895202 @default.
• W2099006875 hasConceptScore W2099006875C69738355 @default.
• W2099006875 hasConceptScore W2099006875C74193536 @default.
• W2099006875 hasConceptScore W2099006875C75553542 @default.
• W2099006875 hasConceptScore W2099006875C78397625 @default.
• W2099006875 hasConceptScore W2099006875C83665646 @default.
• W2099006875 hasConceptScore W2099006875C91682802 @default.
• W2099006875 hasConceptScore W2099006875C94625758 @default.

• next