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bachelorthesis_seizure_detecion_device

This is a 1:1 copy of the virtual environment created for the seizure detection device as part of Bachelor Thesis.

https://github.com/ahamomentum/bachelorthesis_seizure_detecion_device

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ○
    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

This is a 1:1 copy of the virtual environment created for the seizure detection device as part of Bachelor Thesis.

Basic Info
  • Host: GitHub
  • Owner: AHaMomentum
  • Language: Python
  • Default Branch: main
  • Size: 1.1 MB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme Citation

README.md

BachelorThesisseizuredetecion_device

This is a 1:1 copy of the virtual environment created for the seizure detection device as part of Bachelor Thesis. The following contents of the virtual environment are customary to this artifact:

  • Epilepsy Dataset:
    Original data set by Villar et al. sampled at the University Oviedo (Villar et al., 2016; Villar, n.d.-a).
  • imu.py
    Main module that includes the classification algorithm. It is also executed as a service on the SDD.
  • preprocessing.py
    Module to preprocess the data set by Villar et al.
  • sampling.py
    Module to sample and integrate new data in the data set.
  • TimeSeries_DataFrame.csv
    CSV file of the processed data set.
  • ConfusionMatrix.png
    The in imu.py computed confusion matrix.

Note: Citation.cff served the purpose of citing the repository in the thesis and is not part of the virtual environment!

References

Villar, J. R. (n.d.-a). Dataset: Epilepsy. Time Series Classification. [Data set]. https://www.timeseriesclassification.com/description.php?Dataset=Epilepsy
Villar, J. R., Vergara, P., Menéndez, M., de la Cal, E., González, V. M., & Sedano, J. (2016). Generalized Models for the Classification of Abnormal Movements in Daily Life and its Applicability to Epilepsy Convulsion Recognition. Scopus. https://doi.org/10.1142/S0129065716500374

Owner

  • Login: AHaMomentum
  • Kind: user

Citation (Citation.cff) 

cff-version: 1.2.0
message: "Citation file as I cited this repository in my thesis"
authors:
  - family-names: Hardenbicker
    given-names: Anna Katherina
title: "Seizure Detection Device - virtual environment"
version: 1.0.0
date-released: 2025-07-22

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