An Approach towards Evaluation of EEG Dataset for Sleep Data Analysis
Language: English
Published by LAP LAMBERT Academic Publishing Aug 2018, 2018
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 34.86
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -Bio-informatics becomes more popular now-a-days as to combine medical problems with the information technology technical field to identify or to detect the medical disorders in the human body. This field is valuable for both the medical practitioners as well as software developers. To identify the brain disorders like epilepsy, parasomnias in the patients, EEG data is fetched from physionet data source where numbers of datasets are available for researchers. The analysis of this dataset is done by polyman which is used as plotting libraries and transformation tool for transforming the EDF data format into ASCII data format. The tool also helps in identifying the different parameters which are useful for predictions related to brain disorders. In this work, improved algorithm Support Vector Regression (SVR) has been developed and implemented using advanced python programming language and compared with classical Support vector Machine (SVM) algorithm. Results show better performance of SVR than SVM in terms of both complexity and execution time. 64 pp. Englisch.…
Seller Inventory # 9786139895779
- Title
- An Approach towards Evaluation of EEG Dataset for Sleep Data Analysis
- Author
- Heena Arora
- Publisher
- LAP LAMBERT Academic Publishing Aug 2018
- Publication year
- 2018
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 6139895774
- ISBN 13
- 9786139895779
- Item weight
- 113 grams
- Dimensions
- 220x150x4 mm
"Synopsis" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
Shipping rates from Germany to U.S.A.
| Item | 5 to 15 business days | 5 to 15 business days |
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BuchWeltWeit Ludwig Meier e.K.
Germany
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