Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000935531> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2000935531 abstract "Most of the existing electroencephalography (EEG) analysis methods have been developed on the basis of averaging over multiple trials in order to improve their performance against noise. These techniques usually work well in terms of their classification capability. However, they have shown deficiency in the presence of noise or artefact. In this paper, we explore an efficient artefact-removal technique based on a well-established independent component analysis (ICA) method (FastICA). This method is then used to decompose the original EEG signals, where artefacts or significant noise can be removed from the training single trial data. Our second contribution is to develop a modified SVM classification technique, based on the statistical estimation of the elements of the kernel matrix." @default.
- W2000935531 created "2016-06-24" @default.
- W2000935531 creator A5049037877 @default.
- W2000935531 creator A5058943946 @default.
- W2000935531 creator A5065543748 @default.
- W2000935531 creator A5081809618 @default.
- W2000935531 creator A5087055576 @default.
- W2000935531 date "2005-01-01" @default.
- W2000935531 modified "2023-09-24" @default.
- W2000935531 title "Classification of single-trial EEG signals" @default.
- W2000935531 doi "https://doi.org/10.1049/ic:20050346" @default.
- W2000935531 hasPublicationYear "2005" @default.
- W2000935531 type Work @default.
- W2000935531 sameAs 2000935531 @default.
- W2000935531 citedByCount "0" @default.
- W2000935531 crossrefType "proceedings-article" @default.
- W2000935531 hasAuthorship W2000935531A5049037877 @default.
- W2000935531 hasAuthorship W2000935531A5058943946 @default.
- W2000935531 hasAuthorship W2000935531A5065543748 @default.
- W2000935531 hasAuthorship W2000935531A5081809618 @default.
- W2000935531 hasAuthorship W2000935531A5087055576 @default.
- W2000935531 hasConcept C114614502 @default.
- W2000935531 hasConcept C115961682 @default.
- W2000935531 hasConcept C118552586 @default.
- W2000935531 hasConcept C120317606 @default.
- W2000935531 hasConcept C12267149 @default.
- W2000935531 hasConcept C127162648 @default.
- W2000935531 hasConcept C153180895 @default.
- W2000935531 hasConcept C154945302 @default.
- W2000935531 hasConcept C15744967 @default.
- W2000935531 hasConcept C157709420 @default.
- W2000935531 hasConcept C28490314 @default.
- W2000935531 hasConcept C31258907 @default.
- W2000935531 hasConcept C33923547 @default.
- W2000935531 hasConcept C41008148 @default.
- W2000935531 hasConcept C51432778 @default.
- W2000935531 hasConcept C522805319 @default.
- W2000935531 hasConcept C74193536 @default.
- W2000935531 hasConcept C99498987 @default.
- W2000935531 hasConceptScore W2000935531C114614502 @default.
- W2000935531 hasConceptScore W2000935531C115961682 @default.
- W2000935531 hasConceptScore W2000935531C118552586 @default.
- W2000935531 hasConceptScore W2000935531C120317606 @default.
- W2000935531 hasConceptScore W2000935531C12267149 @default.
- W2000935531 hasConceptScore W2000935531C127162648 @default.
- W2000935531 hasConceptScore W2000935531C153180895 @default.
- W2000935531 hasConceptScore W2000935531C154945302 @default.
- W2000935531 hasConceptScore W2000935531C15744967 @default.
- W2000935531 hasConceptScore W2000935531C157709420 @default.
- W2000935531 hasConceptScore W2000935531C28490314 @default.
- W2000935531 hasConceptScore W2000935531C31258907 @default.
- W2000935531 hasConceptScore W2000935531C33923547 @default.
- W2000935531 hasConceptScore W2000935531C41008148 @default.
- W2000935531 hasConceptScore W2000935531C51432778 @default.
- W2000935531 hasConceptScore W2000935531C522805319 @default.
- W2000935531 hasConceptScore W2000935531C74193536 @default.
- W2000935531 hasConceptScore W2000935531C99498987 @default.
- W2000935531 hasLocation W20009355311 @default.
- W2000935531 hasOpenAccess W2000935531 @default.
- W2000935531 hasPrimaryLocation W20009355311 @default.
- W2000935531 hasRelatedWork W1978450727 @default.
- W2000935531 hasRelatedWork W2033914206 @default.
- W2000935531 hasRelatedWork W2046077695 @default.
- W2000935531 hasRelatedWork W2110459882 @default.
- W2000935531 hasRelatedWork W2163831990 @default.
- W2000935531 hasRelatedWork W2378160586 @default.
- W2000935531 hasRelatedWork W2783208898 @default.
- W2000935531 hasRelatedWork W3003836766 @default.
- W2000935531 hasRelatedWork W3107474891 @default.
- W2000935531 hasRelatedWork W3112945917 @default.
- W2000935531 isParatext "false" @default.
- W2000935531 isRetracted "false" @default.
- W2000935531 magId "2000935531" @default.
- W2000935531 workType "article" @default.