DWT based transformed domain feature extraction approach for epileptic seizure detection

DWT based transformed domain feature extraction approach for epileptic seizure detection

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Dades bibliogràfiques
Autors principals:	Mostafa, Mahajabin, Samin, Mohtasim Abrar, Hassan, Nabila Bintey, Nibras, Saiara Zerin, Rahman, Samir
Altres autors:	Parvez, Mohammad Zavid
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2021
Matèries:	DWT Transformed domain EEG Feature extraction Classification Electroencephalography. Wavelets (Mathematics) Signal processing > Digital techniques > Mathematics
Accés en línia:	http://hdl.handle.net/10361/15687

Ítems similars

Detection and prediction of epileptic seizure using different machine learning classifiers
per: Crystal, Afnan Ahmed, et al.
Publicat: (2023)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
per: Uddin, Md.Tousif, et al.
Publicat: (2021)

An adaptive digital image watermarking scheme with PSO, DWT and XFCM
per: Mitashe, Mashruha Raquib, et al.
Publicat: (2018)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
per: Amiz, Asef Hassan, et al.
Publicat: (2021)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
per: Nazim, Tausif, et al.
Publicat: (2021)

A wavelet tour of signal processing /
per: Mallat, S. G. (Stephane G.)
Publicat: (1998)

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
per: Khan, Akif Ahmed, et al.
Publicat: (2020)

Wavelets and filter banks /
per: Strang, Gilbert
Publicat: (1996)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
per: Karim, Rezwanul, et al.
Publicat: (2019)

Wavelet methods for elliptic partial differential equations
per: Urban, Karsten

Detection of mind wandering using EEG signals
per: Tasika, Nadia Jebin, et al.
Publicat: (2020)

Wavelets and filter banks /
per: Strang, Gilbert
Publicat: (1997)

Emotion detection using EEG signals
per: Hossain, Mohammad Adnan
Publicat: (2021)

ECG disease detection & feature extraction by wavelet transformation
per: Imam, Saif, et al.
Publicat: (2016)

Pharmacological treatment for epileptic seizures
per: Zohora, Umme Fathima Tuz
Publicat: (2024)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
per: Rahman, Tasnia, et al.
Publicat: (2022)

Emotion recognition using EEG signal and deep learning approach
per: Islam, Sayedi Hassan Bin, et al.
Publicat: (2019)

An approach to detect epileptic seizure using XAI and machine learning
per: Bijoy, Emam Hasan, et al.
Publicat: (2022)

Large scale thermal-solid coupling analysis using inexact balancing domain decomposition
per: Mukaddes, Abul Mukid Mohammad, et al.
Publicat: (2011)

A PSO-ANLBF based automated feature extraction method
per: Shakhawat, Sabrina, et al.
Publicat: (2018)

A new feature extraction technique for person identification
per: Muazzam, Shakib, et al.
Publicat: (2017)

Heartbeat sound feature extraction and classification
per: Bibrity, Fariha Chowdhury, et al.
Publicat: (2020)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
per: Islam, Md. Tahmidul, et al.
Publicat: (2023)

Stress detection for visually impaired people using EEG signals based on extracted features from time-frequency domain
per: Sultana, Samia
Publicat: (2023)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
per: Tanvir, Farhan, et al.
Publicat: (2024)

V. G. Ramachandran'sThe law of land acquisition and compensation /
per: Ramachandran,V. G.
Publicat: (1995)

In silico modelling and structural dynamics of PSY1R kinase domain and its interaction with SERK1 kinase
per: Ruhee, Noshin Nawer
Publicat: (2022)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
per: Siddique, Nusayer Masud, et al.
Publicat: (2021)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
per: Toma, Syeda Tanzina Farhin, et al.
Publicat: (2020)

Seizure /
per: Cook, Robin
Publicat: (2003)

A novel parallel texture feature extraction method using log-gabor filter and singular value decomposition (SVD)
per: Ratul, Md Aminur Rab, et al.
Publicat: (2018)

Cybersquatting in Bangladesh /
per: Islam, A.K.M. Alimul
Publicat: (2011)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
per: Amin, Chowdhury Rabith, et al.
Publicat: (2020)

A domain and noise adversarial bird tune classification pipeline using deep neural network
per: Riya, Aparna Sarker, et al.
Publicat: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
per: Sarmi, Kaniz Fatima, et al.
Publicat: (2022)

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
per: Rahman, Md. Oliur, et al.
Publicat: (2015)