Matches in SemOpenAlex for { <https://semopenalex.org/work/W2599685596> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W2599685596 abstract "Semi-supervised learning is an important topic in machine learning. In this paper, a network-based semi-supervised classification method is proposed. Class labels are propagated by combined random-deterministic walking of particles and competition among them. Different from other graph-based methods, our model does not rely on loss function or regularizer. Computer simulations were performed with synthetic and real data, which show that the proposed method can classify arbitrarily distributed data, including linear non-separable data. Moreover, it is much faster due to lower order of complexity and it can achieve better results with few pre-labeled data than other graph based methods." @default.
- W2599685596 created "2017-04-07" @default.
- W2599685596 creator A5012808924 @default.
- W2599685596 creator A5034280253 @default.
- W2599685596 creator A5041084845 @default.
- W2599685596 date "2012-05-11" @default.
- W2599685596 modified "2023-09-26" @default.
- W2599685596 title "Particle Competition in Complex Networks for Semi-supervised Classification" @default.
- W2599685596 hasPublicationYear "2012" @default.
- W2599685596 type Work @default.
- W2599685596 sameAs 2599685596 @default.
- W2599685596 citedByCount "0" @default.
- W2599685596 crossrefType "journal-article" @default.
- W2599685596 hasAuthorship W2599685596A5012808924 @default.
- W2599685596 hasAuthorship W2599685596A5034280253 @default.
- W2599685596 hasAuthorship W2599685596A5041084845 @default.
- W2599685596 hasConcept C119857082 @default.
- W2599685596 hasConcept C132525143 @default.
- W2599685596 hasConcept C134306372 @default.
- W2599685596 hasConcept C136389625 @default.
- W2599685596 hasConcept C153180895 @default.
- W2599685596 hasConcept C154945302 @default.
- W2599685596 hasConcept C2777212361 @default.
- W2599685596 hasConcept C33923547 @default.
- W2599685596 hasConcept C41008148 @default.
- W2599685596 hasConcept C50644808 @default.
- W2599685596 hasConcept C58973888 @default.
- W2599685596 hasConcept C70710897 @default.
- W2599685596 hasConcept C80444323 @default.
- W2599685596 hasConceptScore W2599685596C119857082 @default.
- W2599685596 hasConceptScore W2599685596C132525143 @default.
- W2599685596 hasConceptScore W2599685596C134306372 @default.
- W2599685596 hasConceptScore W2599685596C136389625 @default.
- W2599685596 hasConceptScore W2599685596C153180895 @default.
- W2599685596 hasConceptScore W2599685596C154945302 @default.
- W2599685596 hasConceptScore W2599685596C2777212361 @default.
- W2599685596 hasConceptScore W2599685596C33923547 @default.
- W2599685596 hasConceptScore W2599685596C41008148 @default.
- W2599685596 hasConceptScore W2599685596C50644808 @default.
- W2599685596 hasConceptScore W2599685596C58973888 @default.
- W2599685596 hasConceptScore W2599685596C70710897 @default.
- W2599685596 hasConceptScore W2599685596C80444323 @default.
- W2599685596 hasLocation W25996855961 @default.
- W2599685596 hasOpenAccess W2599685596 @default.
- W2599685596 hasPrimaryLocation W25996855961 @default.
- W2599685596 hasRelatedWork W1479121988 @default.
- W2599685596 hasRelatedWork W1686335701 @default.
- W2599685596 hasRelatedWork W1782987755 @default.
- W2599685596 hasRelatedWork W2019198630 @default.
- W2599685596 hasRelatedWork W2110952388 @default.
- W2599685596 hasRelatedWork W2122956714 @default.
- W2599685596 hasRelatedWork W2134767644 @default.
- W2599685596 hasRelatedWork W2170197608 @default.
- W2599685596 hasRelatedWork W2280494088 @default.
- W2599685596 hasRelatedWork W2385857939 @default.
- W2599685596 hasRelatedWork W2761915498 @default.
- W2599685596 hasRelatedWork W2901287800 @default.
- W2599685596 hasRelatedWork W2907771782 @default.
- W2599685596 hasRelatedWork W2961042725 @default.
- W2599685596 hasRelatedWork W2971297210 @default.
- W2599685596 hasRelatedWork W3084643570 @default.
- W2599685596 hasRelatedWork W3128327402 @default.
- W2599685596 hasRelatedWork W3163709671 @default.
- W2599685596 hasRelatedWork W3184940953 @default.
- W2599685596 hasRelatedWork W3210594380 @default.
- W2599685596 isParatext "false" @default.
- W2599685596 isRetracted "false" @default.
- W2599685596 magId "2599685596" @default.
- W2599685596 workType "article" @default.