Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Prommy Sultana Ferdawoos, Shaikat, Istiaque Mannafee, George, Fabian Parsia
Awduron Eraill:	Uddin, Jia
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2018
Pynciau:	Brain Computer Interface (BCI) DEAP IAPS Emotion recognition Brian signals Learning algorithm
Mynediad Ar-lein:	http://hdl.handle.net/10361/10188

Eitemau Tebyg

Optimizing cognitive efficiency of emotiv EPOC and controlling wheelchair through it
gan: Chowdhury, Pritom, et al.
Cyhoeddwyd: (2015)

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

Classi fication of motor imagery tasks based on BCI paradigm
gan: Hossain, Nahid, et al.
Cyhoeddwyd: (2019)

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

EEG signals analysis for motor imagery brain computer interface
gan: Rahman, La z Maruf, et al.
Cyhoeddwyd: (2019)

Comparative analysis of emotion recognition methods
gan: Zaman, Mustafa, et al.
Cyhoeddwyd: (2010)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)

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

Emotion detection from frontal facial image
gan: Hussain, Sakib
Cyhoeddwyd: (2014)

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

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

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

Emotional intelligence /
gan: Goleman, Daniel
Cyhoeddwyd: (1995)

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

Emotion in interaction
gan: Peräkylä, Anssi

Application of machine learning in attentiveness detection from EEG signal
gan: Ridi, Sadia Sobhana, et al.
Cyhoeddwyd: (2023)

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

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

IoT based brain-wave assistive system for paralyzed individuals
gan: Monowara, Syeda Maliha, et al.
Cyhoeddwyd: (2021)

Literature and emotion /
gan: Hogan, Patrick Colm
Cyhoeddwyd: (2018)

Stress detection for visually impaired people using EEG signals based on extracted features from time-frequency domain
gan: Sultana, Samia
Cyhoeddwyd: (2023)

Development of a Brain-Computer Interface (BCI) for person with disabilities to control their wheelchair using brain waves along with health monitoring system
gan: Salim Rafid, Sk Tahmed, et al.
Cyhoeddwyd: (2024)

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

Electroencephalography based brain controlled grasp and lift
gan: Chakraborty, Pritam, et al.
Cyhoeddwyd: (2022)

Analysis of financial statements of Brian Station 23 Limited
gan: Alam, Md. Khosrul
Cyhoeddwyd: (2023)

RED-LSTM: Real time emotion detection using LSTM
gan: Labiba, Mansura Rahman, et al.
Cyhoeddwyd: (2023)

Emotional longevity : what really determines how long we live /
gan: Anderson, Norman B.
Cyhoeddwyd: (2003)

Destructive emotions : how can we overcome them? : a scientific dialogue with the Dalai Lama /
gan: Goleman, Daniel
Cyhoeddwyd: (2003)

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

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

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

Emotional intelligence and self-efficacy beliefs among secondary EFL teachers in Bangladesh: a path analysis
gan: Rimpu, Sefat Jeshin
Cyhoeddwyd: (2021)

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

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

Cognitive efficiency in robot control by Emotiv EPOC
gan: Chowdhury, Pritom, et al.
Cyhoeddwyd: (2016)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Parent’s perception and practices on socio-emotional development of 0-3 years old children
gan: Begum, Iffat Ara
Cyhoeddwyd: (2023)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
gan: Hossain, Prommy Sultana
Cyhoeddwyd: (2022)

The cultural politics of emotion /
gan: Ahmed, Sara, 1969-
Cyhoeddwyd: (2004)