Emotion detection using EEG signals

Emotion detection using 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.

Bibliografische gegevens
Hoofdauteur:	Hossain, Mohammad Adnan
Andere auteurs:	Akhondm, Mostafijur Rahman
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2021
Onderwerpen:	Emotion detection EEG signal Wavelet energy Wavelet entropy Deep Neural Network Support Vector Machine K-Nearest Neighbour Emotion
Online toegang:	http://hdl.handle.net/10361/14988

Gelijkaardige items

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

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
door: Al Amin, Istiak, et al.
Gepubliceerd in: (2022)

Detection of mind wandering using EEG signals
door: Tasika, Nadia Jebin, et al.
Gepubliceerd in: (2020)

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

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

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

Best feature selection and data visualization for breast cancer prediction
door: Hemel, Tanjim Ahmed, et al.
Gepubliceerd in: (2020)

Data analysis on the Bangladesh share market using Machine-Learning
door: Sadman, Syed Hassan, et al.
Gepubliceerd in: (2021)

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

Emotional intelligence : why it can matter more than IQ /
door: Goleman, Daniel
Gepubliceerd in: (1996)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
door: Esha, Ishraq Ahmed, et al.
Gepubliceerd in: (2023)

Emotion detection from frontal facial image
door: Hussain, Sakib
Gepubliceerd in: (2014)

Emotion detection for Bangla language
door: Rushan, Rowshan Rahman, et al.
Gepubliceerd in: (2024)

Emotional intelligence /
door: Goleman, Daniel
Gepubliceerd in: (1995)

ECG disease detection & feature extraction by wavelet transformation
door: Imam, Saif, et al.
Gepubliceerd in: (2016)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
door: Ahmed, Hasibul Hasan, et al.
Gepubliceerd in: (2024)

Emotional discipline : the power to choose how you feel : 5 life changing steps to feeling better every day /
door: Manz, Charles C.
Gepubliceerd in: (2003)

A wavelet tour of signal processing /
door: Mallat, S. G. (Stephane G.)
Gepubliceerd in: (1998)

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

Emotion in interaction
door: Peräkylä, Anssi

Cyberbullying detection using sentiment analysis in social media
door: Sintaha, Mifta, et al.
Gepubliceerd in: (2016)

Early threat warning via speech and emotion recognition from voice calls
door: Ishtiak, Ifaz, et al.
Gepubliceerd in: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
door: Hasan, Moenul, et al.
Gepubliceerd in: (2021)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
door: Arafat, Sheikh Mohammad, et al.
Gepubliceerd in: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
door: Rahee, Arnob, et al.
Gepubliceerd in: (2021)

Effectiveness of data mining in predicting heart diseases
door: Afrin, Shahria, et al.
Gepubliceerd in: (2018)

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

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

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
door: Rafidul Islam, Sheikh Md, et al.
Gepubliceerd in: (2022)

Human recognition using wireless router signal
door: Chowdhury, S. M. A. Muksit, et al.
Gepubliceerd in: (2019)

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

Performing sentiment analysis in Bangla microblog posts
door: Chowdhury, Shaika, et al.
Gepubliceerd in: (2017)

Innovations in rational-emotive therapy /
Gepubliceerd in: (1993)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
door: Saad-Ul-Kabir, Syed, et al.
Gepubliceerd in: (2021)

Literature and emotion /
door: Hogan, Patrick Colm
Gepubliceerd in: (2018)

Study on human emotion based on facial expressions through human machine communication
door: Murshed, Tahmin Aysha, et al.
Gepubliceerd in: (2021)

Behavior change analysis due to violent video gaming using deep learning models
door: Rahman, Akhlak Ur, et al.
Gepubliceerd in: (2024)

Prediction of earthquakes: a step towards predicting the unpredictable
door: Chowdhury, Maheen, et al.
Gepubliceerd in: (2023)

Flood prediction using machine learning models
door: Syeed, Miah Mohammad Asif, et al.
Gepubliceerd in: (2022)

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