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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Hossain, Mohammad Adnan
Άλλοι συγγραφείς:	Akhondm, Mostafijur Rahman
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Emotion detection EEG signal Wavelet energy Wavelet entropy Deep Neural Network Support Vector Machine K-Nearest Neighbour Emotion
Διαθέσιμο Online:	http://hdl.handle.net/10361/14988

Παρόμοια τεκμήρια

Exploring cognitive load and emotional states for the visually impaired
ανά: Afroz, Sharmin, κ.ά.
Έκδοση: (2019)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
ανά: Al Amin, Istiak, κ.ά.
Έκδοση: (2022)

Detection of mind wandering using EEG signals
ανά: Tasika, Nadia Jebin, κ.ά.
Έκδοση: (2020)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
ανά: Uddin, Md.Tousif, κ.ά.
Έκδοση: (2021)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
ανά: Amiz, Asef Hassan, κ.ά.
Έκδοση: (2021)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
ανά: Islam, Md. Tahmidul, κ.ά.
Έκδοση: (2023)

Best feature selection and data visualization for breast cancer prediction
ανά: Hemel, Tanjim Ahmed, κ.ά.
Έκδοση: (2020)

Data analysis on the Bangladesh share market using Machine-Learning
ανά: Sadman, Syed Hassan, κ.ά.
Έκδοση: (2021)

Emotion recognition using EEG signal and deep learning approach
ανά: Islam, Sayedi Hassan Bin, κ.ά.
Έκδοση: (2019)

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

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
ανά: Esha, Ishraq Ahmed, κ.ά.
Έκδοση: (2023)

Emotion detection from frontal facial image
ανά: Hussain, Sakib
Έκδοση: (2014)

Emotion detection for Bangla language
ανά: Rushan, Rowshan Rahman, κ.ά.
Έκδοση: (2024)

Emotional intelligence /
ανά: Goleman, Daniel
Έκδοση: (1995)

ECG disease detection & feature extraction by wavelet transformation
ανά: Imam, Saif, κ.ά.
Έκδοση: (2016)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
ανά: Ahmed, Hasibul Hasan, κ.ά.
Έκδοση: (2024)

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

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

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
ανά: Saquib, Nazmus, κ.ά.
Έκδοση: (2021)

Emotion in interaction
ανά: Peräkylä, Anssi

Cyberbullying detection using sentiment analysis in social media
ανά: Sintaha, Mifta, κ.ά.
Έκδοση: (2016)

Early threat warning via speech and emotion recognition from voice calls
ανά: Ishtiak, Ifaz, κ.ά.
Έκδοση: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
ανά: Hasan, Moenul, κ.ά.
Έκδοση: (2021)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
ανά: Arafat, Sheikh Mohammad, κ.ά.
Έκδοση: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
ανά: Rahee, Arnob, κ.ά.
Έκδοση: (2021)

Effectiveness of data mining in predicting heart diseases
ανά: Afrin, Shahria, κ.ά.
Έκδοση: (2018)

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

DWT based transformed domain feature extraction approach for epileptic seizure detection
ανά: Mostafa, Mahajabin, κ.ά.
Έκδοση: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
ανά: Rafidul Islam, Sheikh Md, κ.ά.
Έκδοση: (2022)

Human recognition using wireless router signal
ανά: Chowdhury, S. M. A. Muksit, κ.ά.
Έκδοση: (2019)

Predicting brain age from EEG signals using machine learning and neural network
ανά: Pratanu, Abul Mushfique Muslah, κ.ά.
Έκδοση: (2023)

Performing sentiment analysis in Bangla microblog posts
ανά: Chowdhury, Shaika, κ.ά.
Έκδοση: (2017)

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

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
ανά: Saad-Ul-Kabir, Syed, κ.ά.
Έκδοση: (2021)

Literature and emotion /
ανά: Hogan, Patrick Colm
Έκδοση: (2018)

Study on human emotion based on facial expressions through human machine communication
ανά: Murshed, Tahmin Aysha, κ.ά.
Έκδοση: (2021)

Behavior change analysis due to violent video gaming using deep learning models
ανά: Rahman, Akhlak Ur, κ.ά.
Έκδοση: (2024)

Prediction of earthquakes: a step towards predicting the unpredictable
ανά: Chowdhury, Maheen, κ.ά.
Έκδοση: (2023)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
ανά: Karim, Rezwanul, κ.ά.
Έκδοση: (2019)