Matches in SemOpenAlex for { <https://semopenalex.org/work/W3114261796> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3114261796 abstract "The electroencephalogram (EEG) signal, which records the electrical activity in the brain, is useful for assessing the mental state of the alcoholic subject. Since the public release of an EEG dataset by the University of California, Irvine, there have been many attempts to classify the EEG signals of alcoholic' and `healthy' subjects. These classification methods are hard to compare as they use different subsets of the dataset and many of their algorithmic settings are unknown. The comparison of their published results using the inconsistent and unknown information is unfair. This paper attempts a fair comparison by presenting a level playing field where a public subset of the dataset is employed with known algorithmic settings. Two recently proposed high performing EEG signal classification methods are implemented with different classifiers and cross-validation techniques. While compared it is observed that the wavelet packet decomposition method with the Naïve Bayes classifier and the k-fold cross validation technique outperforms the other method." @default.
- W3114261796 created "2021-01-05" @default.
- W3114261796 creator A5000106068 @default.
- W3114261796 creator A5002372576 @default.
- W3114261796 creator A5043963873 @default.
- W3114261796 creator A5061047124 @default.
- W3114261796 date "2020-11-25" @default.
- W3114261796 modified "2023-09-23" @default.
- W3114261796 title "A fair comparison of the EEG signal classification methods for alcoholic subject identification" @default.
- W3114261796 cites W1971538215 @default.
- W3114261796 cites W1998302204 @default.
- W3114261796 cites W2241667675 @default.
- W3114261796 cites W2303890908 @default.
- W3114261796 cites W2342766803 @default.
- W3114261796 cites W2775650215 @default.
- W3114261796 cites W2805295511 @default.
- W3114261796 cites W2941861310 @default.
- W3114261796 doi "https://doi.org/10.1109/ivcnz51579.2020.9290683" @default.
- W3114261796 hasPublicationYear "2020" @default.
- W3114261796 type Work @default.
- W3114261796 sameAs 3114261796 @default.
- W3114261796 citedByCount "0" @default.
- W3114261796 crossrefType "proceedings-article" @default.
- W3114261796 hasAuthorship W3114261796A5000106068 @default.
- W3114261796 hasAuthorship W3114261796A5002372576 @default.
- W3114261796 hasAuthorship W3114261796A5043963873 @default.
- W3114261796 hasAuthorship W3114261796A5061047124 @default.
- W3114261796 hasBestOaLocation W31142617962 @default.
- W3114261796 hasConcept C118552586 @default.
- W3114261796 hasConcept C119857082 @default.
- W3114261796 hasConcept C12267149 @default.
- W3114261796 hasConcept C153180895 @default.
- W3114261796 hasConcept C154945302 @default.
- W3114261796 hasConcept C15744967 @default.
- W3114261796 hasConcept C28490314 @default.
- W3114261796 hasConcept C41008148 @default.
- W3114261796 hasConcept C52001869 @default.
- W3114261796 hasConcept C522805319 @default.
- W3114261796 hasConcept C52622490 @default.
- W3114261796 hasConcept C95623464 @default.
- W3114261796 hasConceptScore W3114261796C118552586 @default.
- W3114261796 hasConceptScore W3114261796C119857082 @default.
- W3114261796 hasConceptScore W3114261796C12267149 @default.
- W3114261796 hasConceptScore W3114261796C153180895 @default.
- W3114261796 hasConceptScore W3114261796C154945302 @default.
- W3114261796 hasConceptScore W3114261796C15744967 @default.
- W3114261796 hasConceptScore W3114261796C28490314 @default.
- W3114261796 hasConceptScore W3114261796C41008148 @default.
- W3114261796 hasConceptScore W3114261796C52001869 @default.
- W3114261796 hasConceptScore W3114261796C522805319 @default.
- W3114261796 hasConceptScore W3114261796C52622490 @default.
- W3114261796 hasConceptScore W3114261796C95623464 @default.
- W3114261796 hasLocation W31142617961 @default.
- W3114261796 hasLocation W31142617962 @default.
- W3114261796 hasLocation W31142617963 @default.
- W3114261796 hasOpenAccess W3114261796 @default.
- W3114261796 hasPrimaryLocation W31142617961 @default.
- W3114261796 hasRelatedWork W10412386 @default.
- W3114261796 hasRelatedWork W2582698 @default.
- W3114261796 hasRelatedWork W4323218 @default.
- W3114261796 hasRelatedWork W6479125 @default.
- W3114261796 hasRelatedWork W654939 @default.
- W3114261796 hasRelatedWork W6680660 @default.
- W3114261796 hasRelatedWork W7120470 @default.
- W3114261796 hasRelatedWork W7655147 @default.
- W3114261796 hasRelatedWork W8197146 @default.
- W3114261796 hasRelatedWork W946913 @default.
- W3114261796 isParatext "false" @default.
- W3114261796 isRetracted "false" @default.
- W3114261796 magId "3114261796" @default.
- W3114261796 workType "article" @default.