Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945585469> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2945585469 abstract "Previous studies on EEG-based emotion recognition mainly focus on single-channel analysis, which neglect the functional connectivity between different EEG channels. This paper aims to explore the emotion associated functional brain connectivity patterns among different subjects. We proposed a critical subnetwork selection approach and extracted three topological features (strength, clustering coefficient, and eigenvector centrality) based on the constructed brain connectivity networks. The experimental results of 5-fold cross validation on a public emotion EEG dataset called SEED indicate that the common connectivity patterns associated with different emotions do exist, where the coherence connectivity is significantly higher at frontal site in the alpha, beta and gamma bands for the happy emotion, at parietal and occipital sites in the delta band for the sad emotion, and at frontal site in the delta band for the neutral emotion. In addition, the results demonstrate that the topological features considerably outperform the conventional power spectral density feature, and the decision-level fusion strategy achieves the best classification accuracy of 87.04% and the corresponding improvement of 3.78% in comparison with the state-of-the-art using the differential entropy feature on the same dataset." @default.
- W2945585469 created "2019-05-29" @default.
- W2945585469 creator A5030570249 @default.
- W2945585469 creator A5040440605 @default.
- W2945585469 creator A5056335002 @default.
- W2945585469 date "2019-03-01" @default.
- W2945585469 modified "2023-10-01" @default.
- W2945585469 title "Identifying Functional Brain Connectivity Patterns for EEG-Based Emotion Recognition" @default.
- W2945585469 cites W1947251450 @default.
- W2945585469 cites W1970727126 @default.
- W2945585469 cites W1999653836 @default.
- W2945585469 cites W2001097956 @default.
- W2945585469 cites W2050596356 @default.
- W2945585469 cites W2090834654 @default.
- W2945585469 cites W2120911948 @default.
- W2945585469 cites W2167822639 @default.
- W2945585469 cites W2188600900 @default.
- W2945585469 cites W2790404832 @default.
- W2945585469 cites W2962905870 @default.
- W2945585469 doi "https://doi.org/10.1109/ner.2019.8717035" @default.
- W2945585469 hasPublicationYear "2019" @default.
- W2945585469 type Work @default.
- W2945585469 sameAs 2945585469 @default.
- W2945585469 citedByCount "31" @default.
- W2945585469 countsByYear W29455854692019 @default.
- W2945585469 countsByYear W29455854692020 @default.
- W2945585469 countsByYear W29455854692021 @default.
- W2945585469 countsByYear W29455854692022 @default.
- W2945585469 countsByYear W29455854692023 @default.
- W2945585469 crossrefType "proceedings-article" @default.
- W2945585469 hasAuthorship W2945585469A5030570249 @default.
- W2945585469 hasAuthorship W2945585469A5040440605 @default.
- W2945585469 hasAuthorship W2945585469A5056335002 @default.
- W2945585469 hasConcept C124551494 @default.
- W2945585469 hasConcept C142611142 @default.
- W2945585469 hasConcept C148483581 @default.
- W2945585469 hasConcept C153180895 @default.
- W2945585469 hasConcept C154945302 @default.
- W2945585469 hasConcept C15744967 @default.
- W2945585469 hasConcept C169760540 @default.
- W2945585469 hasConcept C206310091 @default.
- W2945585469 hasConcept C22047676 @default.
- W2945585469 hasConcept C3018011982 @default.
- W2945585469 hasConcept C41008148 @default.
- W2945585469 hasConcept C522805319 @default.
- W2945585469 hasConcept C73555534 @default.
- W2945585469 hasConcept C9679016 @default.
- W2945585469 hasConceptScore W2945585469C124551494 @default.
- W2945585469 hasConceptScore W2945585469C142611142 @default.
- W2945585469 hasConceptScore W2945585469C148483581 @default.
- W2945585469 hasConceptScore W2945585469C153180895 @default.
- W2945585469 hasConceptScore W2945585469C154945302 @default.
- W2945585469 hasConceptScore W2945585469C15744967 @default.
- W2945585469 hasConceptScore W2945585469C169760540 @default.
- W2945585469 hasConceptScore W2945585469C206310091 @default.
- W2945585469 hasConceptScore W2945585469C22047676 @default.
- W2945585469 hasConceptScore W2945585469C3018011982 @default.
- W2945585469 hasConceptScore W2945585469C41008148 @default.
- W2945585469 hasConceptScore W2945585469C522805319 @default.
- W2945585469 hasConceptScore W2945585469C73555534 @default.
- W2945585469 hasConceptScore W2945585469C9679016 @default.
- W2945585469 hasLocation W29455854691 @default.
- W2945585469 hasOpenAccess W2945585469 @default.
- W2945585469 hasPrimaryLocation W29455854691 @default.
- W2945585469 hasRelatedWork W1576447941 @default.
- W2945585469 hasRelatedWork W1947251450 @default.
- W2945585469 hasRelatedWork W2002055708 @default.
- W2945585469 hasRelatedWork W2064165550 @default.
- W2945585469 hasRelatedWork W2239857930 @default.
- W2945585469 hasRelatedWork W2295127609 @default.
- W2945585469 hasRelatedWork W2305466606 @default.
- W2945585469 hasRelatedWork W2432481229 @default.
- W2945585469 hasRelatedWork W2536442339 @default.
- W2945585469 hasRelatedWork W2786768213 @default.
- W2945585469 hasRelatedWork W2790404832 @default.
- W2945585469 hasRelatedWork W2793228501 @default.
- W2945585469 hasRelatedWork W2902622534 @default.
- W2945585469 hasRelatedWork W2948902203 @default.
- W2945585469 hasRelatedWork W2980398711 @default.
- W2945585469 hasRelatedWork W3128690513 @default.
- W2945585469 hasRelatedWork W3150499614 @default.
- W2945585469 hasRelatedWork W3172298297 @default.
- W2945585469 hasRelatedWork W3198867425 @default.
- W2945585469 hasRelatedWork W3200128628 @default.
- W2945585469 isParatext "false" @default.
- W2945585469 isRetracted "false" @default.
- W2945585469 magId "2945585469" @default.
- W2945585469 workType "article" @default.