Swarm negative selection algorithm for electroencephalogram signals classification

QR Code

Swarm negative selection algorithm for electroencephalogram signals classification

The process of epilepsy diagnosis from EEG signals by a human scorer is a very time consuming and costly task considering the large number of epileptic patients admitted to the hospitals and the large amount of data needs to be scored. Therefore, there is a strong need to automate this process. Such...

Full description

Bibliographic Details
Main Authors:	Sahel Ba-Karait, Nasser Omer, Shamsuddin, Siti Mariyam, Sudirman, Rubita
Format:	Article
Published:	Science Publications 2009
Subjects:	QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/10772/

Similar Items

Particle swarm optimization (PSO)-based clustering algorithm for handwritten digits recognition
by: Sahel Ba-Karait, Nasser Omer
Published: (2007)

Emotion recognition using electroencephalogram signal
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)

Intelligent Web caching using neurocomputing and particle swarm optimization algorithm
by: Sulaiman, Sarina, et al.
Published: (2008)

Classification of labour pain using electroencephalogram signal based on wavelet method / Sai Chong Yeh
by: Sai , Chong Yeh
Published: (2020)

Neural network classification of late gamma band electroencephalogram features
by: Ravi, K. V. R., et al.
Published: (2006)

Enhancement of morlet mother wavelet in time–frequency domain in electroencephalogram (EEG) signals for driver fatigue classification
by: Rafiuddin, Abdubrani, et al.
Published: (2023)

Analysis of Indonesian sentiment text based on affective space model (ASM) using electroencephalogram (EEG) signals
by: Hulliyah, Khodijah, et al.
Published: (2017)

Topologi kejiranan gabungan rangkaian kohonen dan particle swarm optimization (pso)
by: Forkan, Fadni, et al.
Published: (2006)

The multimodal parameter enhancement of electroencephalogram signal for music application
by: Zarith Liyana, Zahari, et al.
Published: (2022)

Human Mental Stage Interpretation Based on the Analysis of Electroencephalogram (EEG) Signals
by: Norizam, Sulaiman, et al.
Published: (2024)

Classification of Electroencephalogram Signals for Human Motor Actions
by: Paoliello, Daniel, et al.
Published: (2010)

Comparison on performance of adaptive algorithms for eye blinks removal in electroencephalogram
by: Abd Rahman, Faridah, et al.
Published: (2018)

Android Malware classification using static code analysis and Apriori algorithm improved with particle swarm optimization
by: Adebayo, Olawale Surajudeen, et al.
Published: (2014)

An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems
by: Timmis, Jon, et al.
Published: (2016)

A study of engineering student IQ and EQ based on analyzing of electroencephalogram (EEG) signals
by: Afiqah, Norsepri, et al.
Published: (2023)

A hybrid deep learning model for detecting driver fatigue using electroencephalogram signals
by: Rafiuddin, Abdubrani, et al.
Published: (2024)

An improved method in speech signal input representation based on DTW technique for NN speech recognition system
by: Sudirman, Rubita, et al.
Published: (2007)

Electroencephalogram-Based Stress Index
by: Norizam, Sulaiman, et al.
Published: (2012)

Static code analysis of permission-based features for android malware classification using apriori algorithm with particle swarm optimization
by: Adebayo, Olawale Surajudeen, et al.
Published: (2015)

Feature selection based on particle swarm optimization algorithm for sentiment analysis classification
by: Nurcahyawati, Vivine, et al.
Published: (2021)

Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)

Brain Computer Interface Design Using Neural Network Classification Of Autoregressive Models Of Mental Task Electroencephalogram Signals.
by: Huan , Nai Jen
Published: (2004)

Brain Computer Interface Design Using Neural Network Classification of Autoregressive Models of Mental Task Electroencephalogram Signals.
by: Huan, Nai Jen
Published: (2004)

Road damage detection for autonomous driving vehicles using YOLOv8 and salp swarm algorithm
by: Nik Ahmad Farihin, Mohd Zulkifli, et al.
Published: (2025)

Artificial fish swarm optimization for multilayer network learning in classification problems
by: Hasan, Shafaatunnur, et al.
Published: (2012)

An implementation of electroencephalogram signals acquisition to control manipulator through brain computer interface
by: Khan, Talha Ahmed, et al.
Published: (2019)

ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)

An expanded square pattern technique in swarm of quadcopters for exploration algorithm
by: Zuhri, Muhammad Fuad Reza, et al.
Published: (2017)

The swarm-based exploration algorithm with expanded circle pattern for searching activities
by: Zuhri, Muhammad Fuad Reza, et al.
Published: (2015)

Artificial neural network-salp-swarm algorithm for stock price prediction
by: Zuriani, Mustaffa, et al.
Published: (2024)

Mental Stress Classification Among Higher Education Students In Malaysia From Electroencephalogram (Eeg) Using Convolutional Neural Network With Modified Stochastic Gradient Descent.
by: Rashid, Nur Ramizah Ramino
Published: (2024)

Sentiment analysis for malay newspaper (SAMNews) using negative selection algorithm / Nur Amalina Redzuan
by: Redzuan, Nur Amalina
Published: (2013)

An application of hybrid swarm intelligence algorithms for dengue outbreak prediction
by: Mustaffa, Zuriani, et al.
Published: (2019)

The fusion of particle swarm optimization (PSO) and interior point method (IPM) as cooperative movement control algorithm in Swarm Robotics / Dada Emmanuel Gbenga
by: Dada Emmanuel, Gbenga
Published: (2016)

To study the characteristics of electroencephalogram (EEG) and its associated artifacts
by: Hamzah, Norani, et al.
Published: (2006)

A Wavelet-Based Particle Swarm Optimization Algorithm for Digital Image Watermarking
by: Jasni, Mohamad Zain, et al.
Published: (2012)

Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)

EMG signal classification techniques for the development of human computer interaction system
by: Ahsan, Md. Rezwanul, et al.
Published: (2011)

Swarm Intelligence Based Protein Conformational Search Algorithm.
by: Bahamish, Hesham Awadh Abdallah, et al.
Published: (2007)

Predictive analysis of dengue outbreak based on an improved salp swarm algorithm
by: Zuriani, Mustaffa, et al.
Published: (2020)