Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Karim, Rezwanul, Nitol, Subah, Rahman, Md.Mushfiqur
Άλλοι συγγραφείς:	Alam, Md.Ashraful
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2019
Θέματα:	EEG Epilepsy Seizure SVM STFT PWD Machine leaning
Διαθέσιμο Online:	http://hdl.handle.net/10361/11442

Παρόμοια τεκμήρια

Detection and prediction of epileptic seizure using different machine learning classifiers
ανά: Crystal, Afnan Ahmed, κ.ά.
Έκδοση: (2023)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
ανά: Amiz, Asef Hassan, κ.ά.
Έκδοση: (2021)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
ανά: Nazim, Tausif, κ.ά.
Έκδοση: (2021)

Pharmacological treatment for epileptic seizures
ανά: Zohora, Umme Fathima Tuz
Έκδοση: (2024)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
ανά: Siddique, Nusayer Masud, κ.ά.
Έκδοση: (2021)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
ανά: Rahman, Tasnia, κ.ά.
Έκδοση: (2022)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
ανά: Rahman, Md. Oliur, κ.ά.
Έκδοση: (2015)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
ανά: Uddin, Md.Tousif, κ.ά.
Έκδοση: (2021)

A review on the use of Ganaxolone in the treatment of Epilepsy
ανά: Ghosh, Dibbo Protim
Έκδοση: (2024)

An approach to detect epileptic seizure using XAI and machine learning
ανά: Bijoy, Emam Hasan, κ.ά.
Έκδοση: (2022)

Detection of mind wandering using EEG signals
ανά: Tasika, Nadia Jebin, κ.ά.
Έκδοση: (2020)

EEG signals analysis for motor imagery brain computer interface
ανά: Rahman, La z Maruf, κ.ά.
Έκδοση: (2019)

DWT based transformed domain feature extraction approach for epileptic seizure detection
ανά: Mostafa, Mahajabin, κ.ά.
Έκδοση: (2021)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
ανά: Neehal, Ahmed Hasin, κ.ά.
Έκδοση: (2020)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
ανά: Islam, Mohammad Waseq ul, κ.ά.
Έκδοση: (2021)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
ανά: Amin, Chowdhury Rabith, κ.ά.
Έκδοση: (2020)

Exploring cognitive load and emotional states for the visually impaired
ανά: Afroz, Sharmin, κ.ά.
Έκδοση: (2019)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
ανά: Saleque, Shahriar, κ.ά.
Έκδοση: (2021)

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

Emotion detection using EEG signals
ανά: Hossain, Mohammad Adnan
Έκδοση: (2021)

Seasonal migration of labor in the autumn lean period: Evidence from Kurigram district, Bangladesh
ανά: Shahriar, Abu Zafar Md, κ.ά.
Έκδοση: (2010)

A review on underlying causes and therapies related to Epilepsy
ανά: Sonia, Saima Akter
Έκδοση: (2023)

Challenges in implementing the Electronic Government Procurement (e-GP) in Public Works Department (PWD)
ανά: Mahmud, Tasnuva
Έκδοση: (2018)

Application of machine learning in attentiveness detection from EEG signal
ανά: Ridi, Sadia Sobhana, κ.ά.
Έκδοση: (2023)

Emotion recognition using EEG signal and deep learning approach
ανά: Islam, Sayedi Hassan Bin, κ.ά.
Έκδοση: (2019)

An evaluation of project management processes in public sector organizations like Public Works Department (PWD)
ανά: Mouri, Hafsa Rahman
Έκδοση: (2018)

Risk management in procurement of construction project- a context of PWD
ανά: Kalam, Md. Imran Bin
Έκδοση: (2018)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
ανά: Miami, Anika Tahsin, κ.ά.
Έκδοση: (2023)

The prospects and challenges of E- Government Procurement (E-GP) in Bangladesh- a case study on Public Works Department (PWD).
ανά: Hossain, Sazzad
Έκδοση: (2018)

Preliminary design concept for startups: minimum viable user experience
ανά: Haque, Tanzimul, κ.ά.
Έκδοση: (2023)

An evaluation of the determinants of project success in Public Works Department (PWD)
ανά: Rahman, Muhammad Adnan
Έκδοση: (2021)

Urban mobility & inequality in public services in Dhaka city: An analysis of accessibility of transportation for people with disabilities (Pwds)
ανά: Nahar, Noor-E-Fayzun
Έκδοση: (2020)

Seizure /
ανά: Cook, Robin
Έκδοση: (2003)

Predicting brain age from EEG signals using machine learning and neural network
ανά: Pratanu, Abul Mushfique Muslah, κ.ά.
Έκδοση: (2023)

Addressing the impacts of waste on overall project performance: a study of applying lean construction principle in Public Works Department (PWB), Bangladesh
ανά: Uddin, Abid Moin
Έκδοση: (2019)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
ανά: Toma, Syeda Tanzina Farhin, κ.ά.
Έκδοση: (2020)

An evaluation of the determinants of project success in public works department (PWD)
ανά: Rahman, Muhammad Adnan
Έκδοση: (2018)

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
ανά: khan, Md. Sakib, κ.ά.
Έκδοση: (2021)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
ανά: Tanvir, Farhan, κ.ά.
Έκδοση: (2024)

Cognitive efficiency in robot control by Emotiv EPOC
ανά: Chowdhury, Pritom, κ.ά.
Έκδοση: (2016)