An approach to detect epileptic seizure using XAI and machine learning

An approach to detect epileptic seizure using XAI and machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Chi tiết về thư mục
Những tác giả chính: Bijoy, Emam Hasan, Rahman, Md. Hasibur, Ahmed, Sabbir, Laskor, Md. Shifat
Tác giả khác: Hossain, Muhammad Iqbal
Định dạng: Luận văn
Ngôn ngữ:English
Được phát hành: Brac University 2022
Những chủ đề:
Multi-class classification
Binary classification
K-Nearest Neighbor (KNN)
Decision tree algorithm
Random forest algorithm
Multi-Layer Perceptron (MLP)
Gradient boosting classifier
Gaussian Naïve Bayes
Complement Naïve Bayes
SGD Classifier
XAI
LIME Algorithm
Sudden Unexpected Death in Epilepsy (SUDEP)
Epileptic Seizure (ES)
Electroencephalogram (EEG)
Machine Learning
Computer algorithms
Truy cập trực tuyến:http://hdl.handle.net/10361/17538

Internet

http://hdl.handle.net/10361/17538

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