Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting

Aﬀective state recognition through analysis of electroencephalogram signals by using extreme gradient boosting

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

书目详细资料
Main Authors:	khan, Md. Sakib, Salsabil, Nishal, Amir, Rayeed, Khandaker, Moumita
其他作者:	Alam, Golam Rabiul
格式:	Thesis
语言:	English
出版:	Brac University 2021
主题:	Aﬀective State recognition Emotion EEG Statistics FFT DCT Poincare Hjorth Parameters SVM XGBoost ID 17101191 ID 18301286 ID 17101428 ID 17101065
在线阅读:	http://hdl.handle.net/10361/15409

相似书籍

Dynamic spam detection system and most relevant features identiﬁcation using random weight network
由: Zaman, Syed Mahbubuz, et al.
出版: (2021)

Interior design drawings - coordination plan (Architectural Consultant Drawings)
由: WOHA Designs PTE LTD
出版: (2023)

Do Elections Always Motivate Incumbents? : Experimentation vs. Career Concerns /
由: Lockwood, Ben
出版: (2003)

SWIFT and RTGS operations of Southeast Bank Limited
由: Biswas, Mehrab Hossain, et al.
出版: (2024)

Analyzing CV/resume using natural language processing and machine learning
由: Reza, Md. Tanzim, et al.
出版: (2018)

A convolutional neural network based model with improved activation function and optimizer for effective intrusion detection and classification
由: Kabir, Solaiman, et al.
出版: (2021)

Visualization of security vulnerabilities through intrusion detection system
由: Ahmed, Ibrar, et al.
出版: (2010)

Malicious data classification in packet data network through hybrid meta deep learning
由: Tapu, Sakib Uddin, et al.
出版: (2023)

Academic document verification using SSI and blockchain technology
由: Huda, Md. Isa Sayek
出版: (2024)

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

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

Performance analysis of deep learning algorithms for Intrusion Detection System(IDS) of IoT Security
由: Fiha, Yeamin Jahan, et al.
出版: (2022)

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

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

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
由: Rayhan, Mohammad, et al.
出版: (2020)

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

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
由: Ahmed, Md. Sabbir, et al.
出版: (2021)

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

Mood disorders across the life span /
出版: (1996)

Analysis of physicochemical parameters and microbial status in Gulshan lake water
由: Afsar, Ashif
出版: (2014)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
由: Rahman, Fahim, et al.
出版: (2021)

Effects of Allium sativum extract in arsenic induced toxicity in Swiss albino mice
由: Adhara, Rusafa Antashin
出版: (2020)

Complete business statistics /
由: Aczel, Amir D.
出版: (2005)

Prediction on large scale data using extreme gradient boosting
由: Sawon, Md.Tariq Hasan, et al.
出版: (2016)

Segmentation free Bangla OCR using HMM: Training and recognition
由: Hasnat, Md. Abul, et al.
出版: (2010)

Experiencing shame: An affective reading of the sexual and reproductive health and rights classroom in Bangladesh
由: Khan, Saad Adnan, et al.
出版: (2022)

A passion for teaching /
由: Day, Christopher, ACP
出版: (2004)

The Affective domain : a resource book for media specialists.
出版: (1970)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
由: Islam, Shadman, et al.
出版: (2020)

Parameter theory and linguistic change

A study on hematological parameters of tuberculosis patients in Bangladesh
由: Monirozzaman, Mohammad
出版: (2019)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
由: Toma, Syeda Tanzina Farhin, et al.
出版: (2020)

Genetic studies in affective disorders : overview of basic methods, current directions, and critical research issues /
出版: (1994)

Design and VLSI implementation of high performance face recognition system
由: Dewan, Priyanka Das, et al.
出版: (2013)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
由: Amin, Chowdhury Rabith, et al.
出版: (2020)

Introductory statistics /
由: Wonnacott, Thomas H., 1935-
出版: (1990)

Basic statistics for the health sciences /
由: Kuzma, Jan W.
出版: (2001)

Basic business statistics : concepts and applications /
由: Berenson, Mark L.
出版: (2009)

Elementary business statistics : the modern approach /
由: Freund, John E.
出版: (1988)

An introduction to model-based survey sampling with applications
由: Chambers, R. L.