Browsing by Title
Now showing items 11872-11891 of 79151
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Classification of frontal alpha asymmetry using k-Nearest neighbor
(Institute of Electrical and Electronics Engineers (IEEE), 2012-02-27)Frontal alpha asymmetry is used as the EEG feature in this study. Total number of 43 students participated in EEG data collections of relax and non-relax conditions. The spectral power of the alpha band for both left and ... -
Classification of heart sound based on S-Transform and neural network
(Institute of Electrical and Electronics Engineers (IEEE), 2010-05-10)The skill of cardiac auscultatory is very important to physicians for accurate diagnosis of many heart diseases. However, it needs some training and experience to improve the skills of medical students in recognizing and ... -
Classification of heart sounds using wavelets and neural networks
(Institute of Electrical and Electronics Engineering (IEEE), 2008)A heart sound feature extraction and classification method has been developed. It used the discrete wavelet decomposition and reconstruction to produce the envelopes of details of the signals for further extracting the ... -
Classification of heart valve diseases using correlation analysis
(Institute of Electrical and Electronics Engineering (IEEE), 2008-11-12)As a subjective and qualitative method, heart sound auscultation has it's inherit limitations. In this paper, we present an analytical perspective on heart sound auscultation and explain how to classify heart diseases using ... -
Classification of human emotion from eeg using discrete wavelet transform
(Scientific Research Publishing Inc, 2010-04)In this paper, we summarize the human emotion recognition using different set of electroencephalogram (EEG) channels using discrete wavelet transform. An audio-visual induction based protocol has been designed with more ... -
Classification of interior noise comfort level of Proton model cars using artificial neural network
(Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2012)Car interior noise comfort level classification is one of the most promising sub-fields in automotive research. Car interior noise comfort indicator is developed to help the drivers to keep track of the noise comfort level ... -
The classification of material mechanical properties using non-destructive vibration technique
(Institute of Electrical and Electronics Engineers (IEEE), 2011-03-04)This study is to develop a system of a non-destructive testing on the material to define the mechanical properties of material. The study focused on experimental and testing of the material mechanical properties using ... -
Classification of materials using artificial intelligence techniques based on modal properties generated by vibration
(Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2013)The motivation of this project is to integrate the technology of signal processing and materials characterization into developing a system of non-destructive test of material identification. The purpose of this research ... -
Classification of Perlis river based on water quality index
(Universiti Malaysia Perlis (UniMAP), 2014-06)Water is one of the important sources for all living beings on earth. However, rapid development in our country has a balance of environmental damage resulting in water pollution. This study focused on the analysis of water ... -
Classification of respiratory pathology from pulmonary acoustic signals based on respiratory cycle segmentation and two-stage classification
Auscultation is the process of listening to the internal sounds of the body using a stethoscope. This process provides vital information on the present state of the internal organs, such as the heart, lungs and the ... -
Classification of rice seed MR219 and MR269 varieties based on morphological features using machine vision technique
(Universiti Malaysia Perlis (UniMAP), 2016-06)This project was carried out to classify the morphological features of rice seed varieties of MR219 and MR269 using machine vision technique. The study starts from acquiring image of the rice seed varieties of MR219 and ... -
Classification of Security Attacks in VANET: A Review of Requirements and Perspectives
(EDP Sciences, 2018)Vehicular Ad Hoc Network (VANET) is a pillar of the envisioned Intelligent Transport System (ITS) and a subset of Mobile Ad Hoc Network that grants the communication in between the vehicles alongside with the absence of ... -
Classification of speaker accent using hybrid DWT-LPC features and K-nearest neighbors in ethnically diverse Malaysian English
(IEEE Conference Publications, 2012-12)Accent is a major cause of variability in automatic speaker-independent speech recognition systems. Under certain circumstances, this event introduces unsatisfactory performance of the systems. In order to circumvent this ... -
Classification of speech dysfluencies using LPC based parameterization techniques
(Springer Science+Business Media, LLC., 2011-01-20)The goal of this paper is to discuss and compare three feature extraction methods: Linear Predictive Coefficients (LPC), Linear Prediction Cepstral Coefficients (LPCC) and Weighted Linear Prediction Cepstral Coefficients ... -
Classification of speech dysfluencies with MFCC and LPCC features
(Elsevier Ltd., 2012-02)The goal of this paper is to discuss comparison of speech parameterization methods: Mel-Frequency Cepstrum Coefficients (MFCC) and Linear Prediction Cepstrum Coefficients (LPCC) for recognizing the stuttered events. Speech ... -
Classification of stainless steel and mild steel using vibration technique
(Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2011)The production of material in industry must attain some standard such as the standard required by American Society for Testing and Materials (ASTM) International. The requirement of the material standard is important in ... -
Classification of vehicle noise comfort level using feedforward neural network
(Universiti Malaysia Perlis (UniMAP)School of Mechatronic Engineering, 2012-02-27) -
Classification of vision perception using EEG signals for brain computer interface
Patients suffering from Motor Neuron Disease (MND) and semi-paralysis have trouble to maneuver a conventional wheelchair independently. As a response, this research was conducted whereby an individual’s visual perception ... -
Classification of vowel sounds using MFCC and feed forward neural network
(Institute of Electrical and Elctronics Engineering (IEEE), 2009-03-06)The English language as spoken by Malaysians varies from place to place and differs from one ethnic community and its sub-group to another. Hence, it is necessary to develop an exclusive Speech to text translation system ... -
Classification simulation of RazakSAT satellite
(Malaysian Technical Universities Network (MTUN), 2012-11-20)This study presents simulation of land cover classification for RazakSAT satellite. The simulation makes use of the spectral capability of Landsat 5 TM satellite that has overlapping bands with RazakSAT. The classification ...