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.

Podrobná bibliografie
Hlavní autor:	Hossain, Mohammad Adnan
Další autoři:	Akhondm, Mostafijur Rahman
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2021
Témata:	Emotion detection EEG signal Wavelet energy Wavelet entropy Deep Neural Network Support Vector Machine K-Nearest Neighbour Emotion
On-line přístup:	http://hdl.handle.net/10361/14988

Podobné jednotky

Exploring cognitive load and emotional states for the visually impaired
Autor: Afroz, Sharmin, a další
Vydáno: (2019)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
Autor: Al Amin, Istiak, a další
Vydáno: (2022)

Detection of mind wandering using EEG signals
Autor: Tasika, Nadia Jebin, a další
Vydáno: (2020)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
Autor: Uddin, Md.Tousif, a další
Vydáno: (2021)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
Autor: Amiz, Asef Hassan, a další
Vydáno: (2021)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
Autor: Islam, Md. Tahmidul, a další
Vydáno: (2023)

Best feature selection and data visualization for breast cancer prediction
Autor: Hemel, Tanjim Ahmed, a další
Vydáno: (2020)

Data analysis on the Bangladesh share market using Machine-Learning
Autor: Sadman, Syed Hassan, a další
Vydáno: (2021)

Emotion recognition using EEG signal and deep learning approach
Autor: Islam, Sayedi Hassan Bin, a další
Vydáno: (2019)

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

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
Autor: Esha, Ishraq Ahmed, a další
Vydáno: (2023)

Emotion detection from frontal facial image
Autor: Hussain, Sakib
Vydáno: (2014)

Emotion detection for Bangla language
Autor: Rushan, Rowshan Rahman, a další
Vydáno: (2024)

Emotional intelligence /
Autor: Goleman, Daniel
Vydáno: (1995)

ECG disease detection & feature extraction by wavelet transformation
Autor: Imam, Saif, a další
Vydáno: (2016)

TinyML for emotion detection in voice signals: evaluating and proposing algorithms for IoT wearable devices
Autor: Ahmed, Hasibul Hasan, a další
Vydáno: (2024)

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

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

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
Autor: Saquib, Nazmus, a další
Vydáno: (2021)

Emotion in interaction
Autor: Peräkylä, Anssi

Cyberbullying detection using sentiment analysis in social media
Autor: Sintaha, Mifta, a další
Vydáno: (2016)

Early threat warning via speech and emotion recognition from voice calls
Autor: Ishtiak, Ifaz, a další
Vydáno: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
Autor: Hasan, Moenul, a další
Vydáno: (2021)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
Autor: Arafat, Sheikh Mohammad, a další
Vydáno: (2021)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
Autor: Rahee, Arnob, a další
Vydáno: (2021)

Effectiveness of data mining in predicting heart diseases
Autor: Afrin, Shahria, a další
Vydáno: (2018)

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

DWT based transformed domain feature extraction approach for epileptic seizure detection
Autor: Mostafa, Mahajabin, a další
Vydáno: (2021)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
Autor: Rafidul Islam, Sheikh Md, a další
Vydáno: (2022)

Human recognition using wireless router signal
Autor: Chowdhury, S. M. A. Muksit, a další
Vydáno: (2019)

Predicting brain age from EEG signals using machine learning and neural network
Autor: Pratanu, Abul Mushfique Muslah, a další
Vydáno: (2023)

Performing sentiment analysis in Bangla microblog posts
Autor: Chowdhury, Shaika, a další
Vydáno: (2017)

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

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
Autor: Saad-Ul-Kabir, Syed, a další
Vydáno: (2021)

Literature and emotion /
Autor: Hogan, Patrick Colm
Vydáno: (2018)

Study on human emotion based on facial expressions through human machine communication
Autor: Murshed, Tahmin Aysha, a další
Vydáno: (2021)

Behavior change analysis due to violent video gaming using deep learning models
Autor: Rahman, Akhlak Ur, a další
Vydáno: (2024)

Prediction of earthquakes: a step towards predicting the unpredictable
Autor: Chowdhury, Maheen, a další
Vydáno: (2023)

Flood prediction using machine learning models
Autor: Syeed, Miah Mohammad Asif, a další
Vydáno: (2022)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
Autor: Karim, Rezwanul, a další
Vydáno: (2019)