FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2002806284> ?p ?o ?g. }

• W2002806284 abstract "Kernel conditional random fields (KCRFs) are introduced as a framework for discriminative modeling of graph-structured data. A representer theorem for conditional graphical models is given which shows how kernel conditional random fields arise from risk minimization procedures defined using Mercer kernels on labeled graphs. A procedure for greedily selecting cliques in the dual representation is then proposed, which allows sparse representations. By incorporating kernels and implicit feature spaces into conditional graphical models, the framework enables semi-supervised learning algorithms for structured data through the use of graph kernels. The framework and clique selection methods are demonstrated in synthetic data experiments, and are also applied to the problem of protein secondary structure prediction." @default.
• W2002806284 created "2016-06-24" @default.
• W2002806284 creator A5021293751 @default.
• W2002806284 creator A5060219657 @default.
• W2002806284 creator A5068386240 @default.
• W2002806284 date "2004-01-01" @default.
• W2002806284 modified "2023-10-06" @default.
• W2002806284 title "Kernel conditional random fields" @default.
• W2002806284 cites W1774304772 @default.
• W2002806284 cites W1966949944 @default.
• W2002806284 cites W2008652694 @default.
• W2002806284 cites W2008708467 @default.
• W2002806284 cites W2034797903 @default.
• W2002806284 cites W2096071754 @default.
• W2002806284 cites W2100890997 @default.
• W2002806284 cites W2104972430 @default.
• W2002806284 cites W2105644991 @default.
• W2002806284 cites W2107008379 @default.
• W2002806284 cites W2113592823 @default.
• W2002806284 cites W2114229504 @default.
• W2002806284 cites W2139193890 @default.
• W2002806284 cites W2139686264 @default.
• W2002806284 cites W2139823104 @default.
• W2002806284 cites W2145295623 @default.
• W2002806284 cites W2147880316 @default.
• W2002806284 cites W2149684865 @default.
• W2002806284 cites W2153187042 @default.
• W2002806284 cites W2156515921 @default.
• W2002806284 cites W2160842254 @default.
• W2002806284 doi "https://doi.org/10.1145/1015330.1015337" @default.
• W2002806284 hasPublicationYear "2004" @default.
• W2002806284 type Work @default.
• W2002806284 sameAs 2002806284 @default.
• W2002806284 citedByCount "107" @default.
• W2002806284 countsByYear W20028062842012 @default.
• W2002806284 countsByYear W20028062842013 @default.
• W2002806284 countsByYear W20028062842014 @default.
• W2002806284 countsByYear W20028062842015 @default.
• W2002806284 countsByYear W20028062842016 @default.
• W2002806284 countsByYear W20028062842017 @default.
• W2002806284 countsByYear W20028062842018 @default.
• W2002806284 countsByYear W20028062842019 @default.
• W2002806284 countsByYear W20028062842022 @default.
• W2002806284 crossrefType "proceedings-article" @default.
• W2002806284 hasAuthorship W2002806284A5021293751 @default.
• W2002806284 hasAuthorship W2002806284A5060219657 @default.
• W2002806284 hasAuthorship W2002806284A5068386240 @default.
• W2002806284 hasConcept C100595998 @default.
• W2002806284 hasConcept C11413529 @default.
• W2002806284 hasConcept C114614502 @default.
• W2002806284 hasConcept C118615104 @default.
• W2002806284 hasConcept C119857082 @default.
• W2002806284 hasConcept C122280245 @default.
• W2002806284 hasConcept C12267149 @default.
• W2002806284 hasConcept C132525143 @default.
• W2002806284 hasConcept C134517425 @default.
• W2002806284 hasConcept C152565575 @default.
• W2002806284 hasConcept C153180895 @default.
• W2002806284 hasConcept C154945302 @default.
• W2002806284 hasConcept C155846161 @default.
• W2002806284 hasConcept C2777035058 @default.
• W2002806284 hasConcept C33923547 @default.
• W2002806284 hasConcept C41008148 @default.
• W2002806284 hasConcept C74193536 @default.
• W2002806284 hasConcept C80444323 @default.
• W2002806284 hasConcept C97931131 @default.
• W2002806284 hasConceptScore W2002806284C100595998 @default.
• W2002806284 hasConceptScore W2002806284C11413529 @default.
• W2002806284 hasConceptScore W2002806284C114614502 @default.
• W2002806284 hasConceptScore W2002806284C118615104 @default.
• W2002806284 hasConceptScore W2002806284C119857082 @default.
• W2002806284 hasConceptScore W2002806284C122280245 @default.
• W2002806284 hasConceptScore W2002806284C12267149 @default.
• W2002806284 hasConceptScore W2002806284C132525143 @default.
• W2002806284 hasConceptScore W2002806284C134517425 @default.
• W2002806284 hasConceptScore W2002806284C152565575 @default.
• W2002806284 hasConceptScore W2002806284C153180895 @default.
• W2002806284 hasConceptScore W2002806284C154945302 @default.
• W2002806284 hasConceptScore W2002806284C155846161 @default.
• W2002806284 hasConceptScore W2002806284C2777035058 @default.
• W2002806284 hasConceptScore W2002806284C33923547 @default.
• W2002806284 hasConceptScore W2002806284C41008148 @default.
• W2002806284 hasConceptScore W2002806284C74193536 @default.
• W2002806284 hasConceptScore W2002806284C80444323 @default.
• W2002806284 hasConceptScore W2002806284C97931131 @default.
• W2002806284 hasLocation W20028062841 @default.
• W2002806284 hasOpenAccess W2002806284 @default.
• W2002806284 hasPrimaryLocation W20028062841 @default.
• W2002806284 hasRelatedWork W1028655896 @default.
• W2002806284 hasRelatedWork W2002806284 @default.
• W2002806284 hasRelatedWork W2119772606 @default.
• W2002806284 hasRelatedWork W2122054752 @default.
• W2002806284 hasRelatedWork W2153211825 @default.
• W2002806284 hasRelatedWork W2189183545 @default.
• W2002806284 hasRelatedWork W2574115973 @default.
• W2002806284 hasRelatedWork W2604913466 @default.
• W2002806284 hasRelatedWork W3008135798 @default.
• W2002806284 hasRelatedWork W4300454542 @default.
• W2002806284 isParatext "false" @default.
• W2002806284 isRetracted "false" @default.

• next