A novel selection of optimal statistical features in the DWPT domain for discrimination of ictal and seizure‑free electroencephalography signals

QR Code

A novel selection of optimal statistical features in the DWPT domain for discrimination of ictal and seizure‑free electroencephalography signals

Properly determining the discriminative fea-tures which characterize the inherent behaviors of electro-encephalography (EEG) signals remains a great challenge for epileptic seizure detection. In this present study, a novel feature selection scheme based on the discrete wavelet packet decomposition a...

Full description

Bibliographic Details
Main Authors:	Ong, Pauline, Zainuddin, Zarita, Kee, Huong Lai
Format:	Article
Language:	English
Published:	Springer International Publishing 2017
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://eprints.uthm.edu.my/5123/ http://eprints.uthm.edu.my/5123/1/AJ%202017%20%28274%29%20Development%20of%20new%20all-optical%20signal.pdf

Similar Items

A novel selection of optimal statistical features in the DWPT domain for discrimination of ictal and seizure-free electroencephalography signals
by: Ong, Pauline, et al.
Published: (2018)

Reliable epileptic seizure detection using an improved wavelet neural network
by: Zainuddin, Zarita, et al.
Published: (2013)

A harmony search-based learning algorithm for epileptic seizure prediction
by: Kee, Huong Lai, et al.
Published: (2016)

Flat electroencephalography’s cluster centers movement tracking during epileptic seizure
by: Mukhni, Syu’aiba, et al.
Published: (2018)

Socio-demographic and clinical characteristics of complex febrile seizure and its association with abnormal electroencephalography
by: Hashim, Mohd Iftitah
Published: (2017)

An Enhanced Wavelet Neural Network Model For Epileptic Seizure Detection And Prediction
by: Lai , Kee Huong
Published: (2016)

Efficient gear fault feature selection based on moth‑flame optimisation in discrete wavelet packet analysis domain
by: Ong, Pauline, et al.
Published: (2019)

Studying the Impact of Feature Saliency for Geoscientific Target Detection using Electroencephalography (EEG)
by: Sivarajah, Y., et al.
Published: (2012)

Structural Stability of Flat Electroencephalography
by: Tan, Lit Ken, et al.
Published: (2014)

Study of Human Postural Control based on Electroencephalography Signals
by: Goh, Kwang Leng Alex
Published: (2017)

Robust classification of motor imagery EEG signals using statistical time–domain features
by: Khorshidtalab, Aida, et al.
Published: (2013)

Feature selection for content-based image retrieval using statistical discriminant analysis
by: Tee, Cheng Siew
Published: (2008)

Paramedic Checklists do not Accurately Identify Post-ictal or Hypoglycaemic Patients Suitable for Discharge at the Scene
by: Tohira, Hideo, et al.
Published: (2016)

Seizures and epilepsy in pediatric
by: Abd. Aziz, Azian
Published: (2013)

Topological Properties on the Space of Diffeomorphism of Dynamical Systems of Flat Electroencephalography
by: Tan, Lit Ken, et al.
Published: (2016)

Implementation of FFT using discrete wavelet packet transform (DWPT) and its application to SNR estimation in OFDM systems
by: R.S., Manzoor, et al.
Published: (2008)

Evaluating listening effort with electroencephalography in ecological situations
by: Seifi Ala, Tirdad
Published: (2022)

Topological properties of flat electroencephalography’s state space
by: Tan, Lit Ken, et al.
Published: (2016)

Application of electroencephalography in preslaughter management: a review
by: Kumar, Pavan, et al.
Published: (2022)

Automatic diagnosis of epileptic seizures using entropy-based features and multimodel deep learning approaches
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2024)

Brain computer interface based wheelchair for disable people using electroencephalography signal
by: Ibrahimy, Muhammad Ibn
Published: (2018)

Brain computer interface based wheelchair for disable people using electroencephalography signal
by: Ibrahimy, Muhammad Ibn
Published: (2017)

Examining implicit cognition in people with seizures
by: Dimaro, Lian
Published: (2013)

Predictors of seizure onset in Rett syndrome
by: Jian, Le, et al.
Published: (2006)

Identification of curcumin analogues with anti-seizure potential in vivo using chemical and genetic zebrafish larva seizure models
by: Choo, Brandon Kar Meng, et al.
Published: (2021)

Disentangling the effects of stimulus context on auditory responses using electroencephalography
by: Briley, Paul M.
Published: (2011)

Fracture statistics of dental ceramics: Discrimination of strength distributions
by: Nohut, S., et al.
Published: (2012)

Design of wavelet neural networks based on symmetry fuzzy C-means for function approximation
by: Zainuddin, Zarita, et al.
Published: (2013)

An effective and novel wavelet neural network approach in classifying type 2 diabetics
by: Zainuddin, Zarita, et al.
Published: (2012)

Modified wavelet neural network in function approximation and its application in prediction of time-series pollution data
by: Zainuddin, Zarita, et al.
Published: (2011)

Reliable multiclass cancer classification of microarray gene expression profiles using an improved wavelet neural network
by: Zainuddin, Zarita, et al.
Published: (2011)

Optimizing wavelet neural networks using modified cuckoo search for multi-step ahead chaotic time series prediction
by: Ong, Pauline, et al.
Published: (2019)

Electroencephalography (EEG) Based Control in Assistive Mobile Robots: A Review
by: Krishnan, N., et al.
Published: (2016)

An optimized wavelet neural networks using cuckoo search algorithm for function approximation and chaotic time series prediction
by: Pauline Ong, Pauline Ong, et al.
Published: (2023)

An optimized wavelet neural networks using cuckoo search algorithm for function approximation and chaotic time series prediction
by: Pauline Ong, Pauline Ong, et al.
Published: (2023)

An optimized wavelet neural networks using cuckoo search algorithm for function approximation and chaotic time series prediction
by: Pauline Ong, Pauline Ong, et al.
Published: (2023)

An optimized wavelet neural networks using cuckoo search algorithm for function approximation and chaotic time series prediction
by: Pauline Ong, Pauline Ong, et al.
Published: (2023)

Online signature verification based on dynamic feature discriminators
by: Omar, Nazaruddin
Published: (2009)

Neural Network Based Lossless And Quality Controlled Schemes With Error Modeling For The Compression Of Electroencephalography (EEG) Signal
by: Natarajan, Sriraam
Published: (2007)

Seizure of cars forces exco men to use Mercs
Published: (2009)