Matches in SemOpenAlex for { <https://semopenalex.org/work/W2123266260> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2123266260 endingPage "148" @default.
- W2123266260 startingPage "125" @default.
- W2123266260 abstract "This paper presents a method that exploits the hierarchical structure of an indexing vocabulary to guide the development and training of machine learning methods for automatic text categorization. We present the design of a hierarchical classifier based on the divide and conquer principle. The method is evaluated using backpropagation neural networks, as the machine learning algorithm, that learn to assign MeSH categories to a subset ofMEDLINE records. Comparisons with traditional Rocchio's algorithm adapted for text categorization, as well as flat neural network classifiers are provided. The results indicate that the use ofhierarchical structures improves performance significantly." @default.
- W2123266260 created "2016-06-24" @default.
- W2123266260 creator A5016839456 @default.
- W2123266260 creator A5028922270 @default.
- W2123266260 date "1999-10-06" @default.
- W2123266260 modified "2023-09-24" @default.
- W2123266260 title "Combining Machine Learning and Hierarchical Indexing Structures for Text Categorization" @default.
- W2123266260 doi "https://doi.org/10.7152/acro.v10i1.12485" @default.
- W2123266260 hasPublicationYear "1999" @default.
- W2123266260 type Work @default.
- W2123266260 sameAs 2123266260 @default.
- W2123266260 citedByCount "3" @default.
- W2123266260 crossrefType "journal-article" @default.
- W2123266260 hasAuthorship W2123266260A5016839456 @default.
- W2123266260 hasAuthorship W2123266260A5028922270 @default.
- W2123266260 hasConcept C119857082 @default.
- W2123266260 hasConcept C138885662 @default.
- W2123266260 hasConcept C153180895 @default.
- W2123266260 hasConcept C154945302 @default.
- W2123266260 hasConcept C155032097 @default.
- W2123266260 hasConcept C165696696 @default.
- W2123266260 hasConcept C204321447 @default.
- W2123266260 hasConcept C2777601683 @default.
- W2123266260 hasConcept C2986744138 @default.
- W2123266260 hasConcept C38652104 @default.
- W2123266260 hasConcept C41008148 @default.
- W2123266260 hasConcept C41895202 @default.
- W2123266260 hasConcept C50644808 @default.
- W2123266260 hasConcept C75165309 @default.
- W2123266260 hasConcept C94124525 @default.
- W2123266260 hasConcept C95623464 @default.
- W2123266260 hasConceptScore W2123266260C119857082 @default.
- W2123266260 hasConceptScore W2123266260C138885662 @default.
- W2123266260 hasConceptScore W2123266260C153180895 @default.
- W2123266260 hasConceptScore W2123266260C154945302 @default.
- W2123266260 hasConceptScore W2123266260C155032097 @default.
- W2123266260 hasConceptScore W2123266260C165696696 @default.
- W2123266260 hasConceptScore W2123266260C204321447 @default.
- W2123266260 hasConceptScore W2123266260C2777601683 @default.
- W2123266260 hasConceptScore W2123266260C2986744138 @default.
- W2123266260 hasConceptScore W2123266260C38652104 @default.
- W2123266260 hasConceptScore W2123266260C41008148 @default.
- W2123266260 hasConceptScore W2123266260C41895202 @default.
- W2123266260 hasConceptScore W2123266260C50644808 @default.
- W2123266260 hasConceptScore W2123266260C75165309 @default.
- W2123266260 hasConceptScore W2123266260C94124525 @default.
- W2123266260 hasConceptScore W2123266260C95623464 @default.
- W2123266260 hasIssue "1" @default.
- W2123266260 hasLocation W21232662601 @default.
- W2123266260 hasOpenAccess W2123266260 @default.
- W2123266260 hasPrimaryLocation W21232662601 @default.
- W2123266260 hasRelatedWork W1496287430 @default.
- W2123266260 hasRelatedWork W1497227544 @default.
- W2123266260 hasRelatedWork W1506036467 @default.
- W2123266260 hasRelatedWork W1537981294 @default.
- W2123266260 hasRelatedWork W1549600423 @default.
- W2123266260 hasRelatedWork W1571679273 @default.
- W2123266260 hasRelatedWork W1751470192 @default.
- W2123266260 hasRelatedWork W1987783542 @default.
- W2123266260 hasRelatedWork W2028936140 @default.
- W2123266260 hasRelatedWork W2054039029 @default.
- W2123266260 hasRelatedWork W2095969177 @default.
- W2123266260 hasRelatedWork W2149776783 @default.
- W2123266260 hasRelatedWork W2155484415 @default.
- W2123266260 hasRelatedWork W2349884919 @default.
- W2123266260 hasRelatedWork W2371516666 @default.
- W2123266260 hasRelatedWork W2391763359 @default.
- W2123266260 hasRelatedWork W2539899362 @default.
- W2123266260 hasRelatedWork W2744280098 @default.
- W2123266260 hasRelatedWork W2905326198 @default.
- W2123266260 hasRelatedWork W2924257553 @default.
- W2123266260 hasVolume "10" @default.
- W2123266260 isParatext "false" @default.
- W2123266260 isRetracted "false" @default.
- W2123266260 magId "2123266260" @default.
- W2123266260 workType "article" @default.