FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2113662425> ?p ?o ?g. }

• W2113662425 endingPage "714" @default.
• W2113662425 startingPage "705" @default.
• W2113662425 abstract "The electroencephalogram (EEG) signal captures the electrical activity of the brain and is an important source of information for studying neurological disorders. The proper analysis of this biological signal plays an important role in the domain of brain–computer interface, which aims at the construction of communication channels between human brain and computers. In this paper, we investigate the application of least squares support vector machines (LS-SVM) to the task of epilepsy diagnosis through automatic EEG signal classification. More specifically, we present a sensitivity analysis study by means of which the performance levels exhibited by standard and least squares SVM classifiers are contrasted, taking into account the setting of the kernel function and of its parameter value. Results of experiments conducted over different types of features extracted from a benchmark EEG signal dataset evidence that the sensitivity profiles of the kernel machines are qualitatively similar, both showing notable performance in terms of accuracy and generalization. In addition, the performance accomplished by optimally configured LS-SVM models is also quantitatively contrasted with that obtained by related approaches for the same dataset." @default.
• W2113662425 created "2016-06-24" @default.
• W2113662425 creator A5030763025 @default.
• W2113662425 creator A5036442723 @default.
• W2113662425 creator A5042401063 @default.
• W2113662425 date "2010-08-01" @default.
• W2113662425 modified "2023-10-12" @default.
• W2113662425 title "Tackling EEG signal classification with least squares support vector machines: A sensitivity analysis study" @default.
• W2113662425 cites W1596717185 @default.
• W2113662425 cites W1969675008 @default.
• W2113662425 cites W1976307554 @default.
• W2113662425 cites W1977290162 @default.
• W2113662425 cites W1986490585 @default.
• W2113662425 cites W1992852845 @default.
• W2113662425 cites W1995165836 @default.
• W2113662425 cites W2000548777 @default.
• W2113662425 cites W2001265478 @default.
• W2113662425 cites W2016212429 @default.
• W2113662425 cites W2028054236 @default.
• W2113662425 cites W2029666105 @default.
• W2113662425 cites W2041935121 @default.
• W2113662425 cites W2053744708 @default.
• W2113662425 cites W2078760541 @default.
• W2113662425 cites W2081700482 @default.
• W2113662425 cites W2081895431 @default.
• W2113662425 cites W2097171469 @default.
• W2113662425 cites W2119314811 @default.
• W2113662425 cites W2151388232 @default.
• W2113662425 cites W2158001550 @default.
• W2113662425 cites W2158076175 @default.
• W2113662425 cites W2158228201 @default.
• W2113662425 cites W2158994553 @default.
• W2113662425 cites W2163492840 @default.
• W2113662425 cites W2164917551 @default.
• W2113662425 cites W2166681354 @default.
• W2113662425 doi "https://doi.org/10.1016/j.compbiomed.2010.06.005" @default.
• W2113662425 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/20621291" @default.
• W2113662425 hasPublicationYear "2010" @default.
• W2113662425 type Work @default.
• W2113662425 sameAs 2113662425 @default.
• W2113662425 citedByCount "59" @default.
• W2113662425 countsByYear W21136624252012 @default.
• W2113662425 countsByYear W21136624252013 @default.
• W2113662425 countsByYear W21136624252014 @default.
• W2113662425 countsByYear W21136624252015 @default.
• W2113662425 countsByYear W21136624252016 @default.
• W2113662425 countsByYear W21136624252017 @default.
• W2113662425 countsByYear W21136624252018 @default.
• W2113662425 countsByYear W21136624252019 @default.
• W2113662425 countsByYear W21136624252020 @default.
• W2113662425 countsByYear W21136624252021 @default.
• W2113662425 countsByYear W21136624252022 @default.
• W2113662425 countsByYear W21136624252023 @default.
• W2113662425 crossrefType "journal-article" @default.
• W2113662425 hasAuthorship W2113662425A5030763025 @default.
• W2113662425 hasAuthorship W2113662425A5036442723 @default.
• W2113662425 hasAuthorship W2113662425A5042401063 @default.
• W2113662425 hasBestOaLocation W21136624251 @default.
• W2113662425 hasConcept C114614502 @default.
• W2113662425 hasConcept C119857082 @default.
• W2113662425 hasConcept C12267149 @default.
• W2113662425 hasConcept C127413603 @default.
• W2113662425 hasConcept C13280743 @default.
• W2113662425 hasConcept C134306372 @default.
• W2113662425 hasConcept C145828037 @default.
• W2113662425 hasConcept C153180895 @default.
• W2113662425 hasConcept C154945302 @default.
• W2113662425 hasConcept C15744967 @default.
• W2113662425 hasConcept C169760540 @default.
• W2113662425 hasConcept C173201364 @default.
• W2113662425 hasConcept C177148314 @default.
• W2113662425 hasConcept C185798385 @default.
• W2113662425 hasConcept C199360897 @default.
• W2113662425 hasConcept C205649164 @default.
• W2113662425 hasConcept C21200559 @default.
• W2113662425 hasConcept C24326235 @default.
• W2113662425 hasConcept C2779843651 @default.
• W2113662425 hasConcept C28490314 @default.
• W2113662425 hasConcept C33923547 @default.
• W2113662425 hasConcept C41008148 @default.
• W2113662425 hasConcept C522805319 @default.
• W2113662425 hasConcept C74193536 @default.
• W2113662425 hasConceptScore W2113662425C114614502 @default.
• W2113662425 hasConceptScore W2113662425C119857082 @default.
• W2113662425 hasConceptScore W2113662425C12267149 @default.
• W2113662425 hasConceptScore W2113662425C127413603 @default.
• W2113662425 hasConceptScore W2113662425C13280743 @default.
• W2113662425 hasConceptScore W2113662425C134306372 @default.
• W2113662425 hasConceptScore W2113662425C145828037 @default.
• W2113662425 hasConceptScore W2113662425C153180895 @default.
• W2113662425 hasConceptScore W2113662425C154945302 @default.
• W2113662425 hasConceptScore W2113662425C15744967 @default.
• W2113662425 hasConceptScore W2113662425C169760540 @default.
• W2113662425 hasConceptScore W2113662425C173201364 @default.
• W2113662425 hasConceptScore W2113662425C177148314 @default.
• W2113662425 hasConceptScore W2113662425C185798385 @default.
• W2113662425 hasConceptScore W2113662425C199360897 @default.
• W2113662425 hasConceptScore W2113662425C205649164 @default.

• next