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.

Manylion Llyfryddiaeth
Prif Awduron:	Karim, Rezwanul, Nitol, Subah, Rahman, Md.Mushfiqur
Awduron Eraill:	Alam, Md.Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2019
Pynciau:	EEG Epilepsy Seizure SVM STFT PWD Machine leaning
Mynediad Ar-lein:	http://hdl.handle.net/10361/11442

Eitemau Tebyg

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

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

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

Pharmacological treatment for epileptic seizures
gan: Zohora, Umme Fathima Tuz
Cyhoeddwyd: (2024)

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

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

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

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

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

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

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

EEG signals analysis for motor imagery brain computer interface
gan: Rahman, La z Maruf, et al.
Cyhoeddwyd: (2019)

DWT based transformed domain feature extraction approach for epileptic seizure detection
gan: Mostafa, Mahajabin, et al.
Cyhoeddwyd: (2021)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
gan: Neehal, Ahmed Hasin, et al.
Cyhoeddwyd: (2020)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
gan: Islam, Mohammad Waseq ul, et al.
Cyhoeddwyd: (2021)

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

Exploring cognitive load and emotional states for the visually impaired
gan: Afroz, Sharmin, et al.
Cyhoeddwyd: (2019)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
gan: Saleque, Shahriar, et al.
Cyhoeddwyd: (2021)

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

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

Seasonal migration of labor in the autumn lean period: Evidence from Kurigram district, Bangladesh
gan: Shahriar, Abu Zafar Md, et al.
Cyhoeddwyd: (2010)

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

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

Application of machine learning in attentiveness detection from EEG signal
gan: Ridi, Sadia Sobhana, et al.
Cyhoeddwyd: (2023)

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

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

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

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
gan: Miami, Anika Tahsin, et al.
Cyhoeddwyd: (2023)

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

Preliminary design concept for startups: minimum viable user experience
gan: Haque, Tanzimul, et al.
Cyhoeddwyd: (2023)

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

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

Seizure /
gan: Cook, Robin
Cyhoeddwyd: (2003)

Predicting brain age from EEG signals using machine learning and neural network
gan: Pratanu, Abul Mushfique Muslah, et al.
Cyhoeddwyd: (2023)

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

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

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

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
gan: khan, Md. Sakib, et al.
Cyhoeddwyd: (2021)

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

Cognitive efficiency in robot control by Emotiv EPOC
gan: Chowdhury, Pritom, et al.
Cyhoeddwyd: (2016)