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apurvnnd / Epileptic-Seizure-Recognition-Using-ANN

Recognition of Epileptic Seizures through attributes provided
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Dataset used #1

Closed RenukaKhati closed 5 years ago

RenukaKhati commented 5 years ago

Can you tell me the link of the dataset and how preprocessing of data is done

apurvnnd commented 5 years ago

I have provided the dataset along with its description Dataset: "data.csv" although here is the link for the same https://archive.ics.uci.edu/ml/datasets/Epileptic+Seizure+Recognition

Mainly i changed the output variable which had multiple classes to binary classes. And applied Standard Scaling to the input data. At the time i worked on it, i was still in learning phase, so i didn't perform any data cleaning, outlier detection/removal or factor analysis.

RenukaKhati commented 5 years ago

okay.. Thank you so much. I understood your code. Can you suggest a good research paper based on the same UCI dataset that you have used for epileptic seizure detection.

apurvnnd commented 5 years ago

I searched for research papers regarding Epileptic Seizure Recognition. https://arxiv.org/pdf/1803.09848.pdf https://www.researchgate.net/publication/328926747_Predictive_Analytics_in_Healthcare_Epileptic_Seizure_Recognition I found these two. Not sure if they are related to the dataset i used though.

RenukaKhati commented 5 years ago

I searched for research papers regarding Epileptic Seizure Recognition. https://arxiv.org/pdf/1803.09848.pdf https://www.researchgate.net/publication/328926747_Predictive_Analytics_in_Healthcare_Epileptic_Seizure_Recognition I found these two. Not sure if they are related to the dataset i used though.

Okay. I will have a look. Thank you.!