FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2034830182> ?p ?o ?g. }

• W2034830182 abstract "Automatic classification of structured data is a challenging task and its relevance to many domains is evident. However, collecting labeled data may turn to be a quite expensive task and sometimes even prone to mislabeling. A technical solution to this problem consists in combining few labeled data samples and a significant amount of unlabeled data samples to train a classifier. Likewise, the present paper deals with the classification of partially labeled tree-like structured data. To carry on this task, we suggest an adapted variant of recursive neural networks (RNNs) that is equipped with semi-supervision mechanisms capable of learning from labeled and unlabeled tree-like data. Accordingly RNNs rely on self-learning to actively pre-label data which will be combined with originally labeled one during the learning process. The semi-supervised RNNs approach is presented and evaluated on real-world extensible Markup Language (XML) collection of documents in the context of digital libraries. The initial empirical experiments show high quality results." @default.
• W2034830182 created "2016-06-24" @default.
• W2034830182 creator A5063662012 @default.
• W2034830182 creator A5087946454 @default.
• W2034830182 date "2014-07-01" @default.
• W2034830182 modified "2023-09-25" @default.
• W2034830182 title "Self-learning recursive neural networks for structured data classification" @default.
• W2034830182 cites W1479807131 @default.
• W2034830182 cites W1493471018 @default.
• W2034830182 cites W1548045513 @default.
• W2034830182 cites W1595222087 @default.
• W2034830182 cites W1719746329 @default.
• W2034830182 cites W1973713487 @default.
• W2034830182 cites W2061526129 @default.
• W2034830182 cites W2072732320 @default.
• W2034830182 cites W2073238258 @default.
• W2034830182 cites W2088556937 @default.
• W2034830182 cites W2097089247 @default.
• W2034830182 cites W2099032804 @default.
• W2034830182 cites W2104156750 @default.
• W2034830182 cites W2118314245 @default.
• W2034830182 cites W2122922389 @default.
• W2034830182 cites W2128381480 @default.
• W2034830182 cites W2139906443 @default.
• W2034830182 cites W2149950545 @default.
• W2034830182 cites W2166681504 @default.
• W2034830182 doi "https://doi.org/10.1109/ijcnn.2014.6889804" @default.
• W2034830182 hasPublicationYear "2014" @default.
• W2034830182 type Work @default.
• W2034830182 sameAs 2034830182 @default.
• W2034830182 citedByCount "2" @default.
• W2034830182 countsByYear W20348301822017 @default.
• W2034830182 countsByYear W20348301822020 @default.
• W2034830182 crossrefType "proceedings-article" @default.
• W2034830182 hasAuthorship W2034830182A5063662012 @default.
• W2034830182 hasAuthorship W2034830182A5087946454 @default.
• W2034830182 hasConcept C111919701 @default.
• W2034830182 hasConcept C113174947 @default.
• W2034830182 hasConcept C119857082 @default.
• W2034830182 hasConcept C124101348 @default.
• W2034830182 hasConcept C134306372 @default.
• W2034830182 hasConcept C136389625 @default.
• W2034830182 hasConcept C147168706 @default.
• W2034830182 hasConcept C151730666 @default.
• W2034830182 hasConcept C154945302 @default.
• W2034830182 hasConcept C158154518 @default.
• W2034830182 hasConcept C162324750 @default.
• W2034830182 hasConcept C17744445 @default.
• W2034830182 hasConcept C187736073 @default.
• W2034830182 hasConcept C199539241 @default.
• W2034830182 hasConcept C2776145971 @default.
• W2034830182 hasConcept C2779343474 @default.
• W2034830182 hasConcept C2780451532 @default.
• W2034830182 hasConcept C33923547 @default.
• W2034830182 hasConcept C41008148 @default.
• W2034830182 hasConcept C50644808 @default.
• W2034830182 hasConcept C58973888 @default.
• W2034830182 hasConcept C86803240 @default.
• W2034830182 hasConcept C8797682 @default.
• W2034830182 hasConcept C95623464 @default.
• W2034830182 hasConceptScore W2034830182C111919701 @default.
• W2034830182 hasConceptScore W2034830182C113174947 @default.
• W2034830182 hasConceptScore W2034830182C119857082 @default.
• W2034830182 hasConceptScore W2034830182C124101348 @default.
• W2034830182 hasConceptScore W2034830182C134306372 @default.
• W2034830182 hasConceptScore W2034830182C136389625 @default.
• W2034830182 hasConceptScore W2034830182C147168706 @default.
• W2034830182 hasConceptScore W2034830182C151730666 @default.
• W2034830182 hasConceptScore W2034830182C154945302 @default.
• W2034830182 hasConceptScore W2034830182C158154518 @default.
• W2034830182 hasConceptScore W2034830182C162324750 @default.
• W2034830182 hasConceptScore W2034830182C17744445 @default.
• W2034830182 hasConceptScore W2034830182C187736073 @default.
• W2034830182 hasConceptScore W2034830182C199539241 @default.
• W2034830182 hasConceptScore W2034830182C2776145971 @default.
• W2034830182 hasConceptScore W2034830182C2779343474 @default.
• W2034830182 hasConceptScore W2034830182C2780451532 @default.
• W2034830182 hasConceptScore W2034830182C33923547 @default.
• W2034830182 hasConceptScore W2034830182C41008148 @default.
• W2034830182 hasConceptScore W2034830182C50644808 @default.
• W2034830182 hasConceptScore W2034830182C58973888 @default.
• W2034830182 hasConceptScore W2034830182C86803240 @default.
• W2034830182 hasConceptScore W2034830182C8797682 @default.
• W2034830182 hasConceptScore W2034830182C95623464 @default.
• W2034830182 hasLocation W20348301821 @default.
• W2034830182 hasOpenAccess W2034830182 @default.
• W2034830182 hasPrimaryLocation W20348301821 @default.
• W2034830182 hasRelatedWork W1532804898 @default.
• W2034830182 hasRelatedWork W1577027819 @default.
• W2034830182 hasRelatedWork W1864222954 @default.
• W2034830182 hasRelatedWork W1920489833 @default.
• W2034830182 hasRelatedWork W2055221285 @default.
• W2034830182 hasRelatedWork W2096815454 @default.
• W2034830182 hasRelatedWork W2109375705 @default.
• W2034830182 hasRelatedWork W2122946761 @default.
• W2034830182 hasRelatedWork W2146395180 @default.
• W2034830182 hasRelatedWork W2156335962 @default.
• W2034830182 hasRelatedWork W2165293600 @default.
• W2034830182 hasRelatedWork W2542042057 @default.
• W2034830182 hasRelatedWork W2557095265 @default.

• next