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.

Detalles Bibliográficos
Autor Principal:	Hossain, Mohammad Adnan
Outros autores:	Akhondm, Mostafijur Rahman
Formato:	Thesis
Idioma:	English
Publicado:	Brac University 2021
Subjects:	Emotion detection EEG signal Wavelet energy Wavelet entropy Deep Neural Network Support Vector Machine K-Nearest Neighbour Emotion
Acceso en liña:	http://hdl.handle.net/10361/14988

Títulos similares

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

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

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

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

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

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

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

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

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

Emotional intelligence : why it can matter more than IQ /
por: Goleman, Daniel
Publicado: (1996)

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

Emotion detection from frontal facial image
por: Hussain, Sakib
Publicado: (2014)

Emotion detection for Bangla language
por: Rushan, Rowshan Rahman, et al.
Publicado: (2024)

Emotional intelligence /
por: Goleman, Daniel
Publicado: (1995)

ECG disease detection & feature extraction by wavelet transformation
por: Imam, Saif, et al.
Publicado: (2016)

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

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

A wavelet tour of signal processing /
por: Mallat, S. G. (Stephane G.)
Publicado: (1998)

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

Emotion in interaction
por: Peräkylä, Anssi

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

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

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

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

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

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

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

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

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

Human recognition using wireless router signal
por: Chowdhury, S. M. A. Muksit, et al.
Publicado: (2019)

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

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

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

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

Literature and emotion /
por: Hogan, Patrick Colm
Publicado: (2018)

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

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

Prediction of earthquakes: a step towards predicting the unpredictable
por: Chowdhury, Maheen, et al.
Publicado: (2023)

Flood prediction using machine learning models
por: Syeed, Miah Mohammad Asif, et al.
Publicado: (2022)

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