Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals

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

Detaylı Bibliyografya
Asıl Yazarlar:	Amiz, Asef Hassan, Talukder, Md. Golam Muid, Shahriar, Labib, Chowdhury, Sahal Ahamad, Hasan, Md. Mehedi
Diğer Yazarlar:	Parvez, Mohammad Zavid
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2021
Konular:	Seizure EEG FFT SVM PSD RBF Support Vector Machine
Online Erişim:	http://hdl.handle.net/10361/14981

Benzer Materyaller

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
Yazar:: Karim, Rezwanul, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
Yazar:: Nazim, Tausif, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detection and prediction of epileptic seizure using different machine learning classifiers
Yazar:: Crystal, Afnan Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
Yazar:: Siddique, Nusayer Masud, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Pharmacological treatment for epileptic seizures
Yazar:: Zohora, Umme Fathima Tuz
Baskı/Yayın Bilgisi: (2024)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
Yazar:: Uddin, Md.Tousif, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
Yazar:: Rahman, Tasnia, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

DWT based transformed domain feature extraction approach for epileptic seizure detection
Yazar:: Mostafa, Mahajabin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Emotion recognition using EEG signal and deep learning approach
Yazar:: Islam, Sayedi Hassan Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

IoT based brain-wave assistive system for paralyzed individuals
Yazar:: Monowara, Syeda Maliha, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An approach to detect epileptic seizure using XAI and machine learning
Yazar:: Bijoy, Emam Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Detection of mind wandering using EEG signals
Yazar:: Tasika, Nadia Jebin, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

EEG signals analysis for motor imagery brain computer interface
Yazar:: Rahman, La z Maruf, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting
Yazar:: khan, Md. Sakib, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
Yazar:: Islam, Mohammad Waseq ul, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
Yazar:: Rahman, Md. Oliur, ve diğerleri
Baskı/Yayın Bilgisi: (2015)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
Yazar:: Amin, Chowdhury Rabith, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Exploring cognitive load and emotional states for the visually impaired
Yazar:: Afroz, Sharmin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
Yazar:: Saleque, Shahriar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Cyberbullying detection using sentiment analysis in social media
Yazar:: Sintaha, Mifta, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Emotion detection using EEG signals
Yazar:: Hossain, Mohammad Adnan
Baskı/Yayın Bilgisi: (2021)

Application of machine learning in attentiveness detection from EEG signal
Yazar:: Ridi, Sadia Sobhana, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
Yazar:: Miami, Anika Tahsin, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Seizure /
Yazar:: Cook, Robin
Baskı/Yayın Bilgisi: (2003)

Predicting brain age from EEG signals using machine learning and neural network
Yazar:: Pratanu, Abul Mushfique Muslah, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
Yazar:: Toma, Syeda Tanzina Farhin, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

A review on the use of Ganaxolone in the treatment of Epilepsy
Yazar:: Ghosh, Dibbo Protim
Baskı/Yayın Bilgisi: (2024)

Cognitive efficiency in robot control by Emotiv EPOC
Yazar:: Chowdhury, Pritom, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
Yazar:: Tanvir, Farhan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Design and VLSI implementation of high performance face recognition system
Yazar:: Dewan, Priyanka Das, ve diğerleri
Baskı/Yayın Bilgisi: (2013)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
Yazar:: Rifat, Abu Nuraiya Mahfuza Yesmin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Hardware architecture design of face recognition system based on FPGA
Yazar:: Mondol, Raktim Kumar, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
Yazar:: Hasan, Anita, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
Yazar:: Hasan, Kamrul, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
Yazar:: Shuhin, Syed Adiba, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Classifying Christians
Yazar:: Berzon