Automatic Seizure Detection using Inter Quartile Range
نویسندگان
چکیده
منابع مشابه
Automatic Seizure Detection using Inter Quartile Range
The statistical properties of seizure EEG are found to be different from that of the normal EEG. This paper ascertains the efficacy of inter quartile range (IQR), a median based measure of statistical dispersion, as a discriminating feature that can be used for the classification of EEG signals into normal, interictal and ictal classes. IQR along with variance and entropy are calculated for eac...
متن کاملAn Efficient Approach for Knowledge Discovery in Decision Trees using Inter Quartile Range Transform
Data mining and knowledge discovery is used for discovery of hidden knowledge from large data sources. Decision trees are one of the most famous classification techniques with simple and efficient generalization technique. This paper presents a new decision tree algorithm IQ Tree for classification problem. The IQ Tree assumes using an inter quartile range conversion of attributes with C4.5 as ...
متن کاملInter-quartile Range Approach to Length-Interval Adjustment of Enrollment Data in Fuzzy Time Series Forecasting
Various methods have been presented to investigate the length of data interval and partition number of universe of discourse in fuzzy time series to achieve high level forecasting accuracy. However, the interval length is still an issue and thus, in°uencing the forecasting accuracy. This paper proposes a new approach using the average inter-quartile range to improve the interval length and subs...
متن کاملAutomatic seizure detection using a two-dimensional EEG feature space
ii Abstract (in Finnish) iiiin Finnish) iii
متن کاملLearning Robust Features using Deep Learning for Automatic Seizure Detection
We present and evaluate the capacity of a deep neural network to learn robust features from EEG to automatically detect seizures. This is a challenging problem because seizure manifestations on EEG are extremely variable both interand intra-patient. By simultaneously capturing spectral, temporal and spatial information our recurrent convolutional neural network learns a general spatially invari...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2012
ISSN: 0975-8887
DOI: 10.5120/6304-8614