"Neural Network Based Seizure Detection System Using Statistical Package Analysis" - Information and Links:

Neural Network Based Seizure Detection System Using Statistical Package Analysis - Info and Reading Options


“Neural Network Based Seizure Detection System Using Statistical Package Analysis” Metadata:

  • Title: ➤  Neural Network Based Seizure Detection System Using Statistical Package Analysis

Edition Identifiers:

  • Internet Archive ID: 10.11591eei.v11i5.3771

AI-generated Review of “Neural Network Based Seizure Detection System Using Statistical Package Analysis”:


"Neural Network Based Seizure Detection System Using Statistical Package Analysis" Description:

The Internet Archive:

Due to the unpredictable interruptions within the functions of the human brain, disturbance occurs and it affects the behavior of the human and is equally laid low with the frequent occurrence termed as seizures. Therefore, the proposed system detects the seizure using machine learning algorithms. The electroencephalogram (EEG) contains information of the brain to detect the seizure. The objective is to evaluate the performance of machine learning classifiers K-nearest neighbors (KNN), artificial neural network (ANN), support vector machine (SVM) and principal component analysis (PCA) by comparing the accuracy of the classifier. This work uses total of 11,500 EEG samples from the UCI machine learning repository. The seizure detection was done in two ways. First method, features extracted from the EEG signal and classification techniques are done to classify the seizure. The second method uses the principal component analysis algorithm to improve the significant selections of features from the dataset. The outcomes are analyzed using the statistical package for the social science (SPSS) tools. ANN with extracted functions achieved 96% of accuracy and significant efficiency of (p<0.05) in comparison with different machine learning classifiers. It would be prudent to conclude that the ANN demonstrated the best accuracy, sensitivity, and specificity.

Read “Neural Network Based Seizure Detection System Using Statistical Package Analysis”:

Read “Neural Network Based Seizure Detection System Using Statistical Package Analysis” by choosing from the options below.

Available Downloads for “Neural Network Based Seizure Detection System Using Statistical Package Analysis”:

"Neural Network Based Seizure Detection System Using Statistical Package Analysis" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 7.10 Mbs, and the file-s went public at Wed Nov 02 2022.

Legal and Safety Notes

Copyright Disclaimer and Liability Limitation:

A. Automated Content Display
The creation of this page is fully automated. All data, including text, images, and links, is displayed exactly as received from its original source, without any modification, alteration, or verification. We do not claim ownership of, nor assume any responsibility for, the accuracy or legality of this content.

B. Liability Disclaimer for External Content
The files provided below are solely the responsibility of their respective originators. We disclaim any and all liability, whether direct or indirect, for the content, accuracy, legality, or any other aspect of these files. By using this website, you acknowledge that we have no control over, nor endorse, the content hosted by external sources.

C. Inquiries and Disputes
For any inquiries, concerns, or issues related to the content displayed, including potential copyright claims, please contact the original source or provider of the files directly. We are not responsible for resolving any content-related disputes or claims of intellectual property infringement.

D. No Copyright Ownership
We do not claim ownership of any intellectual property contained in the files or data displayed on this website. All copyrights, trademarks, and other intellectual property rights remain the sole property of their respective owners. If you believe that content displayed on this website infringes upon your intellectual property rights, please contact the original content provider directly.

E. Fair Use Notice
Some content displayed on this website may fall under the "fair use" provisions of copyright law for purposes such as commentary, criticism, news reporting, research, or educational purposes. If you believe any content violates fair use guidelines, please reach out directly to the original source of the content for resolution.

Virus Scanning for Your Peace of Mind:

The files provided below have already been scanned for viruses by their original source. However, if you’d like to double-check before downloading, you can easily scan them yourself using the following steps:

How to scan a direct download link for viruses:

  • 1- Copy the direct link to the file you want to download (don’t open it yet).
    • (a free online tool) and paste the direct link into the provided field to start the scan.
  • 2- Visit VirusTotal (a free online tool) and paste the direct link into the provided field to start the scan.
  • 3- VirusTotal will scan the file using multiple antivirus vendors to detect any potential threats.
  • 4- Once the scan confirms the file is safe, you can proceed to download it with confidence and enjoy your content.

Available Downloads

  • Source: Internet Archive
  • Internet Archive Link: Archive.org page
  • All Files are Available: Yes
  • Number of Files: 15
  • Number of Available Files: 15
  • Added Date: 2022-11-02 05:25:15
  • Scanner: Internet Archive HTML5 Uploader 1.7.0
  • PPI (Pixels Per Inch): 300
  • OCR: tesseract 5.2.0-1-gc42a
  • OCR Detected Language: en

Available Files:

1- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: 10.11591eei.v11i5.3771_files.xml
  • Direct Link: Click here

2- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: 10.11591eei.v11i5.3771_meta.sqlite
  • Direct Link: Click here

3- Metadata

  • File origin: original
  • File Format: Metadata
  • File Size: 0.00 Mbs
  • File Name: 10.11591eei.v11i5.3771_meta.xml
  • Direct Link: Click here

4- Text PDF

  • File origin: original
  • File Format: Text PDF
  • File Size: 0.00 Mbs
  • File Name: 17-3771.pdf
  • Direct Link: Click here

5- Item Tile

  • File origin: original
  • File Format: Item Tile
  • File Size: 0.00 Mbs
  • File Name: __ia_thumb.jpg
  • Direct Link: Click here

6- chOCR

  • File origin: derivative
  • File Format: chOCR
  • File Size: 0.00 Mbs
  • File Name: 17-3771_chocr.html.gz
  • Direct Link: Click here

7- DjVuTXT

  • File origin: derivative
  • File Format: DjVuTXT
  • File Size: 0.00 Mbs
  • File Name: 17-3771_djvu.txt
  • Direct Link: Click here

8- Djvu XML

  • File origin: derivative
  • File Format: Djvu XML
  • File Size: 0.00 Mbs
  • File Name: 17-3771_djvu.xml
  • Direct Link: Click here

9- hOCR

  • File origin: derivative
  • File Format: hOCR
  • File Size: 0.00 Mbs
  • File Name: 17-3771_hocr.html
  • Direct Link: Click here

10- OCR Page Index

  • File origin: derivative
  • File Format: OCR Page Index
  • File Size: 0.00 Mbs
  • File Name: 17-3771_hocr_pageindex.json.gz
  • Direct Link: Click here

11- OCR Search Text

  • File origin: derivative
  • File Format: OCR Search Text
  • File Size: 0.00 Mbs
  • File Name: 17-3771_hocr_searchtext.txt.gz
  • Direct Link: Click here

12- Single Page Processed JP2 ZIP

  • File origin: derivative
  • File Format: Single Page Processed JP2 ZIP
  • File Size: 0.01 Mbs
  • File Name: 17-3771_jp2.zip
  • Direct Link: Click here

13- Page Numbers JSON

  • File origin: derivative
  • File Format: Page Numbers JSON
  • File Size: 0.00 Mbs
  • File Name: 17-3771_page_numbers.json
  • Direct Link: Click here

14- Scandata

  • File origin: derivative
  • File Format: Scandata
  • File Size: 0.00 Mbs
  • File Name: 17-3771_scandata.xml
  • Direct Link: Click here

15- Archive BitTorrent

  • File origin: metadata
  • File Format: Archive BitTorrent
  • File Size: 0.00 Mbs
  • File Name: 10.11591eei.v11i5.3771_archive.torrent
  • Direct Link: Click here

Search for “Neural Network Based Seizure Detection System Using Statistical Package Analysis” downloads:

Visit our Downloads Search page to see if downloads are available.

Find “Neural Network Based Seizure Detection System Using Statistical Package Analysis” in Libraries Near You:

Read or borrow “Neural Network Based Seizure Detection System Using Statistical Package Analysis” from your local library.

Buy “Neural Network Based Seizure Detection System Using Statistical Package Analysis” online:

Shop for “Neural Network Based Seizure Detection System Using Statistical Package Analysis” on popular online marketplaces.