Prediction of Epileptic Seizures using digital signal processing and support vector machine

Prediction of Epileptic Seizures using digital signal processing and support vector machine

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Siddique, Nusayer Masud, Sayeed, Samee Mohammad, Ahmed, Zaziba, Ahmad, Shaikh Rezwan Rafid
Awduron Eraill:	Parvez, Mohammad Zavid
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	Epilepsy Seizure Phase Angle Power Spectral Density Support Vector Machine
Mynediad Ar-lein:	http://hdl.handle.net/10361/14458

Eitemau Tebyg

Detection and prediction of epileptic seizure using different machine learning classifiers
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Cyhoeddwyd: (2023)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
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Cyhoeddwyd: (2021)

Pharmacological treatment for epileptic seizures
gan: Zohora, Umme Fathima Tuz
Cyhoeddwyd: (2024)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
gan: Karim, Rezwanul, et al.
Cyhoeddwyd: (2019)

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

Epileptic seizure prediction using bandpass filtering and convolutional neural network
gan: Rahman, Tasnia, et al.
Cyhoeddwyd: (2022)

A review on the use of Ganaxolone in the treatment of Epilepsy
gan: Ghosh, Dibbo Protim
Cyhoeddwyd: (2024)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
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Cyhoeddwyd: (2015)

An introduction to support vector machines : and other kernel-based learning methods /
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Cyhoeddwyd: (2000)

An approach to detect epileptic seizure using XAI and machine learning
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Cyhoeddwyd: (2022)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
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Cyhoeddwyd: (2021)

Valuation of supporting angle inside raft foundation of BRAC University new campus project (variation order #018)
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Cyhoeddwyd: (2023)

Vector calculus /
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Cyhoeddwyd: (2012)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
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Cyhoeddwyd: (2021)

Support vector machines: theory and applications /
Cyhoeddwyd: (2005)

Predictive Density Aggregation : A Model for Global GDP Growth /
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Cyhoeddwyd: (2020)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
gan: Ahmed, Sajjad
Cyhoeddwyd: (2019)

Schaum's outline of theory and problems of vector analysis and an introduction to tensor analysis /
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Cyhoeddwyd: (1974)

A text book on of coordinate geometry with vector analysis /
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Cyhoeddwyd: (2005)

A text book on co-ordinate geometry and vector analysis /
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Cyhoeddwyd: (1975)

A text book on co-ordinate geometry and vector analysis /
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Cyhoeddwyd: (2001)

A student's guide to vectors and tensors /
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Cyhoeddwyd: (2012)

A textbook on co-ordinate geometry and vector analysis : for B.A. and B.Sc. (Pass and Hons.) students /
gan: Mohammad, Khosh
Cyhoeddwyd: (1975)

A textbook on co-ordinate geometry and vector analysis : for B.A. and B.Sc. (Pass and Hons.) students /
gan: Mohammad, Khosh
Cyhoeddwyd: (2001)

Skew angle detection of bangla script using radon transform
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Cyhoeddwyd: (2010)

Prediction of earthquakes: a step towards predicting the unpredictable
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Cyhoeddwyd: (2023)

Vector mechanics for engineers : dynamics /
Cyhoeddwyd: (2007)

A review on underlying causes and therapies related to Epilepsy
gan: Sonia, Saima Akter
Cyhoeddwyd: (2023)

A new approach to select adaptive Intrinsic Mode Functions (IMFs) of Empirical Mode Decomposition (EMD)
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Cyhoeddwyd: (2016)

Cyberbullying detection using sentiment analysis in social media
gan: Sintaha, Mifta, et al.
Cyhoeddwyd: (2016)

VO#047: Approval of unit rate for aluminum angle skirting work
gan: Brac University
Cyhoeddwyd: (2023)

Analysis of Thyristor based dual converter controlling the firing angle for HVDC transmission
gan: Hassan, Mohammed Fuad, et al.
Cyhoeddwyd: (2018)

Environmental management for vector control in rice fields /
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Cyhoeddwyd: (1984)

Theoretical modeling of current measurement in nanoscale device considering Green's function formalism
gan: Hassan, Asif S., et al.
Cyhoeddwyd: (2016)

A machine learning approach to predict young voter enthusiasm based on non-political factors
gan: Rahman, Md. Nowroz Junaed, et al.
Cyhoeddwyd: (2021)

Design of a solar powered LED street light: effect of panel's mounting angle and traffic sensing
gan: Ahmed, Sanjana, et al.
Cyhoeddwyd: (2016)

Conductor-insulator quantum phase transitions

Travel time prediction using machine learning and weather impact on traffic conditions
gan: Deb, Bilash, et al.
Cyhoeddwyd: (2018)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

Lectures on light
gan: Rand, Stephen Colby