Emotion analysis using machine learning model and deep learning model on DEAP dataset

Emotion analysis using machine learning model and deep learning model on DEAP dataset

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Detaylı Bibliyografya
Asıl Yazarlar:	Hasan, Anita, Abrar, Fahim, Sabur, Eshaan Tanzim, Muntasir, Iftehaj, Na sha, Sumaia Sadia
Diğer Yazarlar:	Mostakim, Moin
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2022
Konular:	Deap dataset EEG Prediction Emotionomics Machine learning
Online Erişim:	http://hdl.handle.net/10361/16788

Benzer Materyaller

Factor analysis of ad liking and prediction of purchase intent through emotionomics
Yazar:: Toma, Syeda Tanzina Farhin, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Emotion recognition using brian signals based on time-frequency analysis and supervised learning algorithm
Yazar:: Hossain, Prommy Sultana Ferdawoos, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
Yazar:: Srabon, Abir Alam, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
Yazar:: Mostak, Alfi Mashab, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Emotion recognition using EEG signal and deep learning approach
Yazar:: Islam, Sayedi Hassan Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
Yazar:: Islam, Md. Tahmidul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Aspect-based sentiment analysis using SemEval and Amazon datasets
Yazar:: Hasib, Tamanna, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
Yazar:: Uddin, Md.Tousif, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
Yazar:: Nazim, Tausif, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Exploring cognitive load and emotional states for the visually impaired
Yazar:: Afroz, Sharmin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

COVID-19 related fake news detection model
Yazar:: Shondhy, Sumaiya Islam, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
Yazar:: Saquib, Nazmus, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
Yazar:: Karim, Rezwanul, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Detection and prediction of epileptic seizure using different machine learning classifiers
Yazar:: Crystal, Afnan Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Detecting fake news on Covid-19 using machine learning algorithms
Yazar:: Hossain, Farhan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
Yazar:: Amin, Chowdhury Rabith, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Emotion detection using EEG signals
Yazar:: Hossain, Mohammad Adnan
Baskı/Yayın Bilgisi: (2021)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
Yazar:: Esha, Ishraq Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Depression classification with MDD (Major Depressive Disorder) using signal processing and machine learning
Yazar:: Saleque, Shahriar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
Yazar:: Kibria, Maharab, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Virtual teaching assistant for undergraduate students using natural language processing & deep learning
Yazar:: Sakib, Sadman Jashim, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Enhancing object clarity in single channel night vision images using deep reinforcement learning
Yazar:: Hossain, Adil, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Social and Emotional Learning
Yazar:: Neil Humphrey

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
Yazar:: Haque, Farah Binta, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Predicting peak performance of a cricket player using machine learning and data analytics
Yazar:: Azam, Akif, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
Yazar:: Zaman, Sara Milham, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Application of machine learning in attentiveness detection from EEG signal
Yazar:: Ridi, Sadia Sobhana, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Identification of fake news using machine learning in distributed system
Yazar:: Saif, Mehruz, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
Yazar:: Sarmi, Kaniz Fatima, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Cognitive efficiency in robot control by Emotiv EPOC
Yazar:: Chowdhury, Pritom, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
Yazar:: Rahman, Tasnia, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
Yazar:: Tanvir, Farhan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Learning in graphical models /
Baskı/Yayın Bilgisi: (1998)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
Yazar:: Rahman, Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Effectiveness of data mining in predicting heart diseases
Yazar:: Afrin, Shahria, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

An efficient facial expression recognition method using mean And standard deviation
Yazar:: Laboni, Pragna, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Comparison of deep transfer learning models for cancer diagnosis
Yazar:: Joya, Nadia Islam, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
Yazar:: Amiz, Asef Hassan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
Yazar:: Islam, Mohammad Waseq ul, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

IoT based brain-wave assistive system for paralyzed individuals
Yazar:: Monowara, Syeda Maliha, ve diğerleri
Baskı/Yayın Bilgisi: (2021)