An approach to detect epileptic seizure using XAI and machine learning

An approach to detect epileptic seizure using XAI and machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Bibliografische gegevens
Hoofdauteurs:	Bijoy, Emam Hasan, Rahman, Md. Hasibur, Ahmed, Sabbir, Laskor, Md. Shifat
Andere auteurs:	Hossain, Muhammad Iqbal
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2022
Onderwerpen:	Multi-class classification Binary classification K-Nearest Neighbor (KNN) Decision tree algorithm Random forest algorithm Multi-Layer Perceptron (MLP) Gradient boosting classifier Gaussian Naïve Bayes Complement Naïve Bayes SGD Classifier XAI LIME Algorithm Sudden Unexpected Death in Epilepsy (SUDEP) Epileptic Seizure (ES) Electroencephalogram (EEG) Machine Learning Computer algorithms
Online toegang:	http://hdl.handle.net/10361/17538

Gelijkaardige items

Email classification and meeting scheduling using classifier algorithm
door: Khan, Behroz Newaz, et al.
Gepubliceerd in: (2017)

Analyzing data of social media to evaluate customer behavior of companies using sentiment analysis
door: Shourin, Bushra, et al.
Gepubliceerd in: (2018)

An effective machine learning approach for sentiment analysis of restaurant reviews
door: Karim, Rabita
Gepubliceerd in: (2018)

Predicting subject area interest of a student using naive bayes
door: Hossain, Shakib
Gepubliceerd in: (2016)

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
door: Nazim, Tausif, et al.
Gepubliceerd in: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
door: Sarkar, Ripa, et al.
Gepubliceerd in: (2024)

Assistive Guideline of Categorization for Competitive Programming Problems
door: Dhrubo, Najmus Sakib, et al.
Gepubliceerd in: (2021)

Pharmacological treatment for epileptic seizures
door: Zohora, Umme Fathima Tuz
Gepubliceerd in: (2024)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
door: Alam, Auninda, et al.
Gepubliceerd in: (2021)

Performance analysis of machine learning algorithms for Malware classification
door: Bushra, Raisa Hasan, et al.
Gepubliceerd in: (2023)

Early grade prediction using profile data
door: Iqbal, Sumaiya, et al.
Gepubliceerd in: (2021)

Detection and prediction of epileptic seizure using different machine learning classifiers
door: Crystal, Afnan Ahmed, et al.
Gepubliceerd in: (2023)

Identification of childhood leukemia using deep learning
door: Tultul, Farana Naz
Gepubliceerd in: (2018)

Symptom analysis of Parkinson disease using SVM-SMO and Ada-Boost classifiers
door: Billah, Muhtasim
Gepubliceerd in: (2014)

Movie recommendation using link prediction
door: Dhrubo, Md Alif-uz-zaman, et al.
Gepubliceerd in: (2023)

Analysis of quantum algorithms
door: Farastu, Paresha, et al.
Gepubliceerd in: (2018)

Design and analysis of algorithms /
door: Dave, Parag H
Gepubliceerd in: (2008)

Text classification using machine learning algorithms
door: Hasnat, Fahim, et al.
Gepubliceerd in: (2018)

Recognizing sentimental emotions in text by using Machine Learning
door: Bushra, Tabassum Khan, et al.
Gepubliceerd in: (2023)

Squad selection for cricket team using machine learning algorithms
door: Malek, Meraj-Bin-, et al.
Gepubliceerd in: (2019)

Parking data analysis
door: Ahamed, Kasfi, et al.
Gepubliceerd in: (2023)

Fundamentals of algorithmics /
door: Brassard, Gilles, 1955-
Gepubliceerd in: (1996)

Algorithms /
door: Dasgupta, Sanjoy
Gepubliceerd in: (2008)

User authentication using passowrd and hand gesture with leap motion sensor
door: Chowdhury, Mishkat Haider, et al.
Gepubliceerd in: (2020)

Finding habitable exo planets using boosting algorithm
door: Rahman, Md. Mashfiq, et al.
Gepubliceerd in: (2020)

Advanced data structures /
door: Brass, Peter
Gepubliceerd in: (2008)

Algorithms /
door: Johnsonbaugh, Richard, 1941-
Gepubliceerd in: (2004)

Introduction to the design & analysis of algorithms /
door: Levitin, Anany
Gepubliceerd in: (2008)

An introduction to the analysis of algorithms /
door: Sedgewick, Robert, 1946-
Gepubliceerd in: (1996)

Computer algorithms : introduction to design and analysis /
door: Baase, Sara
Gepubliceerd in: (2000)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
door: Hossain, Shoumik, et al.
Gepubliceerd in: (2022)

In quest of an improved algorithm for transforming plane triangulations by simultaneous flips
door: Prapty, Annesha Chowdhury, et al.
Gepubliceerd in: (2023)

Implementation of real-time rickshaw hiring application
door: Haque, Md. Monzurul, et al.
Gepubliceerd in: (2022)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
door: Rahman, Tahsinur, et al.
Gepubliceerd in: (2023)

What is relevant in a text document a machine learning based approach
door: Mahmud, Abdullah Al, et al.
Gepubliceerd in: (2021)

Detecting online recruitment fraud by using machine learning
door: Ghosh, Gitanjali, et al.
Gepubliceerd in: (2021)

An efficient algorithm for detecting traffic congestion and a framework for smart traffic control system
door: Karim, Dewan Tanzim ul, et al.
Gepubliceerd in: (2016)

An introduction to the analysis of algorithms /
door: Sedgewick, Robert, 1946-

Graph theory : modeling, applications, and algorithms /
door: Agnarsson, Geir
Gepubliceerd in: (2007)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
door: Rabbi, Md. Nafis
Gepubliceerd in: (2024)