Name
Title | ||
|---|---|---|
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies |
Abstract | ||
|---|---|---|
•Automatic detection of epileptic seizures in EEG signals using new CADS based on artificial intelligence techniques.•The combining of fuzzy entropies for features extraction.•Autoencoder with proposed layers is used for dimension reduction of feature matrix.•The ANFIS classifier with BS optimizer is used for classification. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.bspc.2021.103417 | Biomedical Signal Processing and Control |
Keywords | DocType | Volume |
Epileptic seizures,Diagnosis,EEG,TQWT,Fuzzy entropies,AE,ANFIS-BS | Journal | 73 |
ISSN | Citations | PageRank |
1746-8094 | 0 | 0.34 |
References | Authors | |
74 | 10 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Afshin Shoeibi | 1 | 15 | 3.86 |
| Navid Ghassemi | 2 | 8 | 2.49 |
| Marjane Khodatars | 3 | 0 | 0.68 |
| Parisa Moridian | 4 | 0 | 0.34 |
| Roohallah Alizadehsani | 5 | 111 | 9.60 |
| Assef Zare | 6 | 0 | 0.34 |
| Abbas Khosravi | 7 | 501 | 60.11 |
| Abdulhamit Subasi | 8 | 1349 | 81.18 |
| Rajendra Acharya U | 9 | 4666 | 296.34 |
| J. M. Górriz | 10 | 570 | 54.40 |