FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W117249969> ?p ?o ?g. }

• W117249969 endingPage "1536" @default.
• W117249969 startingPage "1530" @default.
• W117249969 abstract "In this paper, we propose a new classification framework for image matrices. The approach is realized by learning two groups of classification vectors for each dimension of the image matrices. One novelty is that we utilize compound regression models in the learning process, which endows the algorithm increased degree of freedom. On top of that, we extend the two-dimensional classification method to a semi-supervised classifier which leverages both labeled and unlabeled data. A fast iterative solution is then proposed to solve the objective function. The proposed method is evaluated by several different applications. The experimental results show that our method outperforms several classification approaches. In addition, we observe that our method attains respectable classification performance even when only few labeled training samples are provided. This advantage is especially desirable for real-world problems since precisely annotated images are scarce." @default.
• W117249969 created "2016-06-24" @default.
• W117249969 creator A5003222421 @default.
• W117249969 creator A5027063174 @default.
• W117249969 creator A5027171279 @default.
• W117249969 creator A5072690470 @default.
• W117249969 date "2013-08-03" @default.
• W117249969 modified "2023-09-22" @default.
• W117249969 title "Thinking of images as what they are: compound matrix regression for image classification" @default.
• W117249969 cites W1546761409 @default.
• W117249969 cites W1568412590 @default.
• W117249969 cites W1770825568 @default.
• W117249969 cites W1865725639 @default.
• W117249969 cites W191001584 @default.
• W117249969 cites W1987559927 @default.
• W117249969 cites W1988378196 @default.
• W117249969 cites W2019863495 @default.
• W117249969 cites W2021014470 @default.
• W117249969 cites W2023119292 @default.
• W117249969 cites W2095818338 @default.
• W117249969 cites W2097366995 @default.
• W117249969 cites W2102544846 @default.
• W117249969 cites W2104290444 @default.
• W117249969 cites W2105880865 @default.
• W117249969 cites W2131091164 @default.
• W117249969 cites W2131335073 @default.
• W117249969 cites W2132467081 @default.
• W117249969 cites W2136504847 @default.
• W117249969 cites W2137306662 @default.
• W117249969 cites W2139395976 @default.
• W117249969 cites W2139823104 @default.
• W117249969 cites W2146278756 @default.
• W117249969 cites W2153149612 @default.
• W117249969 cites W2160551639 @default.
• W117249969 cites W2163584563 @default.
• W117249969 cites W2163589210 @default.
• W117249969 cites W3099514962 @default.
• W117249969 hasPublicationYear "2013" @default.
• W117249969 type Work @default.
• W117249969 sameAs 117249969 @default.
• W117249969 citedByCount "4" @default.
• W117249969 countsByYear W1172499692013 @default.
• W117249969 countsByYear W1172499692015 @default.
• W117249969 crossrefType "proceedings-article" @default.
• W117249969 hasAuthorship W117249969A5003222421 @default.
• W117249969 hasAuthorship W117249969A5027063174 @default.
• W117249969 hasAuthorship W117249969A5027171279 @default.
• W117249969 hasAuthorship W117249969A5072690470 @default.
• W117249969 hasConcept C105795698 @default.
• W117249969 hasConcept C115961682 @default.
• W117249969 hasConcept C119857082 @default.
• W117249969 hasConcept C138885662 @default.
• W117249969 hasConcept C153180895 @default.
• W117249969 hasConcept C154945302 @default.
• W117249969 hasConcept C202444582 @default.
• W117249969 hasConcept C27206212 @default.
• W117249969 hasConcept C2778738651 @default.
• W117249969 hasConcept C33676613 @default.
• W117249969 hasConcept C33923547 @default.
• W117249969 hasConcept C41008148 @default.
• W117249969 hasConcept C75294576 @default.
• W117249969 hasConcept C83546350 @default.
• W117249969 hasConcept C95623464 @default.
• W117249969 hasConceptScore W117249969C105795698 @default.
• W117249969 hasConceptScore W117249969C115961682 @default.
• W117249969 hasConceptScore W117249969C119857082 @default.
• W117249969 hasConceptScore W117249969C138885662 @default.
• W117249969 hasConceptScore W117249969C153180895 @default.
• W117249969 hasConceptScore W117249969C154945302 @default.
• W117249969 hasConceptScore W117249969C202444582 @default.
• W117249969 hasConceptScore W117249969C27206212 @default.
• W117249969 hasConceptScore W117249969C2778738651 @default.
• W117249969 hasConceptScore W117249969C33676613 @default.
• W117249969 hasConceptScore W117249969C33923547 @default.
• W117249969 hasConceptScore W117249969C41008148 @default.
• W117249969 hasConceptScore W117249969C75294576 @default.
• W117249969 hasConceptScore W117249969C83546350 @default.
• W117249969 hasConceptScore W117249969C95623464 @default.
• W117249969 hasLocation W1172499691 @default.
• W117249969 hasOpenAccess W117249969 @default.
• W117249969 hasPrimaryLocation W1172499691 @default.
• W117249969 hasRelatedWork W1970176196 @default.
• W117249969 hasRelatedWork W2024165284 @default.
• W117249969 hasRelatedWork W2036926179 @default.
• W117249969 hasRelatedWork W2045610202 @default.
• W117249969 hasRelatedWork W2072983093 @default.
• W117249969 hasRelatedWork W2113169966 @default.
• W117249969 hasRelatedWork W2809091983 @default.
• W117249969 hasRelatedWork W2889352440 @default.
• W117249969 hasRelatedWork W2890747888 @default.
• W117249969 hasRelatedWork W2908969865 @default.
• W117249969 hasRelatedWork W2963084307 @default.
• W117249969 hasRelatedWork W2981918158 @default.
• W117249969 hasRelatedWork W3002791897 @default.
• W117249969 hasRelatedWork W3004319599 @default.
• W117249969 hasRelatedWork W3022871819 @default.
• W117249969 hasRelatedWork W3035463153 @default.
• W117249969 hasRelatedWork W3088307752 @default.

• next