Search Results - "Ali, M. S. A. Megat"
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Classification of intelligence quotient via brainwave sub-band power ratio features and artificial neural network
Published in Computer methods and programs in biomedicine (01-04-2014)“…Abstract This paper elaborates on the novel intelligence assessment method using the brainwave sub-band power ratio features. The study focuses only on the…”
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Journal Article -
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PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model
Published in 2021 IEEE Industrial Electronics and Applications Conference (IEACon) (22-11-2021)“…Mortality prediction models localized for Malaysia is limited, warranting a research gap to study further. A predictive model for CoVID-19 mortality prediction…”
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Conference Proceeding -
3
An EEG-Based Visual Working Memory Assessment Protocol for Children
Published in 2023 IEEE Symposium on Wireless Technology & Applications (ISWTA) (15-08-2023)“…Working memory is a critical cognitive skill essential for supporting children's learning and academic success. However, existing assessment methods are…”
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Intelligence quotient and perceptual ability: an inter-relationship based on brainwave power ratio features
Published in Journal of fundamental and applied sciences (01-02-2018)Get full text
Journal Article -
5
Experimental Design for Optimization Preparation Condition of Microwave and Oven-Heated Water Treatment Plant Residuals
Published in 2024 IEEE Symposium on Wireless Technology & Applications (ISWTA) (20-07-2024)“…Water treatment plant (WTP) residuals are the byproducts of the water treatment process. They are formed when suspended solids in the raw water react with…”
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Conference Proceeding -
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EEG sub-band spectral centroid frequencies extraction based on Hamming and equiripple filters: A comparative study
Published in 2014 IEEE 10th International Colloquium on Signal Processing and its Applications (01-03-2014)“…The paper discusses on the effects of Hamming and equiripple filters in the extraction of EEG sub-band spectral centroid frequencies. A total of 40 healthy…”
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Conference Proceeding -
7
Automated indoor Aquaponic cultivation technique
Published in 2013 IEEE 3rd International Conference on System Engineering and Technology (01-08-2013)“…Aquaponic has become an interesting model for private sector, aquaculture and environmental scientist because of many advantages that can be obtained. The word…”
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Conference Proceeding -
8
Vehicle location finder using Global position system and Global System for Mobile
Published in 2014 IEEE 5th Control and System Graduate Research Colloquium (01-08-2014)“…Each year, the number of stolen vehicle is on the rise. Usually, to prevent theft, a physical type countermeasure is used such as padlock, disk break lock and…”
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Conference Proceeding -
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Arrhythmia modelling via ECG characteristic frequencies and artificial neural network
Published in 2014 IEEE Conference on Systems, Process and Control (ICSPC 2014) (01-12-2014)“…ECG refers to non-invasive bioelectrical recording of the heart. Under the clinical settings, the ECG is interpreted by cardiologists via conventional…”
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Conference Proceeding -
10
Classification of intelligence quotient using EEG sub-band power ratio and ANN during mental task
Published in 2013 IEEE Conference on Systems, Process & Control (ICSPC) (01-12-2013)“…It has been a long debate on conventional psychometric test as benchmark of individual's intelligence quotient (IQ). However, recent studies in a variety of…”
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Conference Proceeding -
11
Evaluation of characteristic frequency features in healthy and diseased ECG via k-NN classifier
Published in 2014 IEEE Conference on Systems, Process and Control (ICSPC 2014) (01-12-2014)“…This paper presents an evaluation of characteristic frequency features in healthy and diseased ECG via k-NN classifier. Initially, a total of 264 segment…”
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Conference Proceeding -
12
Feature reduction and arrhythmia classification via hybrid multilayered perceptron network
Published in 2013 IEEE 3rd International Conference on System Engineering and Technology (01-08-2013)“…Cardiac arrhythmias refer to abnormal electrical activity of the heart which results in irregular heartbeat. This paper proposes a computerized method in…”
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Conference Proceeding -
13
Principal component analysis and arrhythmia recognition using Elman neural network
Published in 2013 IEEE 4th Control and System Graduate Research Colloquium (01-08-2013)“…Cardiac arrhythmia refers to any abnormal electrical activity in the heart that causes irregular heartbeat. Under clinical settings, the arrhythmias can be…”
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Conference Proceeding -
14
Portable Device for Stock Identification System (PDSIS)
Published in 2014 IEEE 5th Control and System Graduate Research Colloquium (01-08-2014)“…A current technology storage management system has an obvious weakness in the terminal data gathering because they contain no feature of real-time and…”
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Conference Proceeding -
15
EEG spectral centroid amplitude and band power features: A correlation analysis
Published in 2014 IEEE 5th Control and System Graduate Research Colloquium (01-08-2014)“…The paper elaborates on the correlation analysis between the proposed EEG sub-band spectral centroid amplitude with the established band power features. The…”
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Conference Proceeding -
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Classification of bundle branch blocks using multilayered perceptron network
Published in 2011 IEEE International Conference on Control System, Computing and Engineering (01-11-2011)“…Development of automated and accurate techniques for ECG recognition is important for diagnosis of heart diseases. Arrhythmic signals occur due to the…”
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Conference Proceeding -
17
A development of an automatic microcontroller system for Deep Water Culture (DWC)
Published in 2013 IEEE 9th International Colloquium on Signal Processing and its Applications (01-03-2013)“…Hydroponics method of growing plants is using mineral nutrient solution in water, without soil. Terrestrial plants may be grown with their roots in the mineral…”
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Conference Proceeding -
18
A development of Portable Voice Based Device (PVBD) for stock identifications
Published in 2013 IEEE 9th International Colloquium on Signal Processing and its Applications (01-03-2013)“…In a common method, user needs to refer an id number or label on the storage in order to identify the stock detail. The stocks that have been seal in a box or…”
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Conference Proceeding -
19
Robust arrhythmia classifier using hybrid multilayered perceptron network
Published in 2013 IEEE 9th International Colloquium on Signal Processing and its Applications (01-03-2013)“…The paper describes a robust approach to model cardiac arrhythmias using the hybrid multilayered perceptron (HMLP) network. Healthy, cardiomyopathy, as well as…”
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Conference Proceeding -
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Identification of cardiomyopathy disease using hybrid multilayered perceptron network
Published in 2012 IEEE International Conference on Control System, Computing and Engineering (01-11-2012)“…Cardiomyopathy is a progressive disease that affects the muscular walls of the heart. The resultant hypertrophic condition of the cardiac chambers alters the…”
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Conference Proceeding