Prediction of Epileptic Seizure onset based on EEG signals and learning approaches

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Nazim, Tausif, Abid, MD. Bakhtiar, Mamun, Jahid Hasan
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	EEG preictal Epileptic seizures Savitzky-Golay ﬁlter
Mynediad Ar-lein:	http://hdl.handle.net/10361/14335

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Adaptive filter theory /
gan: Haykin, Simon S., 1931-
Cyhoeddwyd: (1996)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
gan: Saquib, Nazmus, et al.
Cyhoeddwyd: (2021)

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)

Implementing a recommender system for CS undergraduate students using machine learning
gan: Tasnuva, Umama Sumlin, et al.
Cyhoeddwyd: (2019)

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

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

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

Effect of affective filters in SLA: beginner level scenario
gan: Masud, Fairuz Binte
Cyhoeddwyd: (2018)

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

The Origins and Onset of the Romanian Holocaust
gan: Eaton

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
gan: Rahman, Fahim, et al.
Cyhoeddwyd: (2021)

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Traffic condition awareness using kalman filter technique with the aid of arduino and matlab embedded system author
Cyhoeddwyd: (2018)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)

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

Staircase and escalator detection for visually impaired
gan: Zereen, Aniqua Nusrat
Cyhoeddwyd: (2017)

Construction and operation of a dispersive laser raman spectrograph using interference filter
gan: Abedin, KM, et al.
Cyhoeddwyd: (2017)

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

IoT based brain-wave assistive system for paralyzed individuals
gan: Monowara, Syeda Maliha, et al.
Cyhoeddwyd: (2021)