Name
Title | ||
|---|---|---|
Intelligent human emotion recognition based on elephant herding optimization tuned support vector regression. |
Abstract | ||
|---|---|---|
•Implement an intelligent human emotion recognition based on elephant herding optimization tuned support vector regression.•Discrete wavelet transform (DWT) was applied for features extraction electroencephalography signals.•Predicted three emotional scales as continuous variables including valence, dominance, and arousal.•Results of emotion regression by SVR classifier show that EHO can improve regression accuracy significantly. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.bspc.2018.05.039 | Biomedical Signal Processing and Control |
Keywords | Field | DocType |
Electroencephalography (EEG),Discrete wavelet transform (DWT),Elephant herding optimization (EHO),Support vector regression (SVR),Radial basis function (RBF),Feature selection | Regression,Pattern recognition,Support vector machine,Communication channel,Raw data,Herding,Discrete wavelet transform,Artificial intelligence,Cognition,Electroencephalography,Mathematics | Journal |
Volume | ISSN | Citations |
45 | 1746-8094 | 3 |
PageRank | References | Authors |
0.40 | 19 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Aboul Ella Hassanien | 1 | 1610 | 192.72 |
| Moataz Kilany | 2 | 3 | 0.74 |
| Essam H. Houssein | 3 | 54 | 17.91 |
| Hameed Al-Qaheri | 4 | 32 | 9.31 |