Search Results - ((((((local processing) OR (pre processing))) OR (signal processing))) OR (data processing))
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1
Improvement of Cepstrum Analysis for the Purpose to Detect Leak, Feature and Its Location in Water Distribution System based on Pressure Transient Analysis / Hanafi.M.Yusop ...[et...
Published 2019“…Therefore, PCA and DWT were recommended as data pre-processing methods to improve cepstrum analysis result.…”
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2
Pre-processing of input features using LPC and warping process
Published 2005“…This paper presents pre-processing of input features to artificial neural network (NN). …”
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3
Motor imaginary-based brain machine interface design using programmable logic controllers for the disabled
Published 2010“…A real-time test system was designed using MATLAB for signal processing, KEP-Ware V4 OLE for process control (OPC), a wireless local area network router, an Omron Sysmac CPM1 PLC and a 5 V/0.3 A motor. …”
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4
Improvement of Cepstrum Analysis for the Purpose to Detect Leak, Feature and Its Location in Water Distribution System based on Pressure Transient Analysis
Published 2017“…Since in the real test, the originality and pure data are hard to be captured due to noise generated from environment and the noise level ratio is very low, pre-processing method as a filtering technique is implemented to analyse the real signal before the signal goes through cepstrum analysis as post-processing method. …”
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5
EEG-and MRI-based epilepsy source localization using multivariate empirical mode decomposition and inverse solution method
Published 2018“…The accuracy of ESL depends on all the stages of data processing including: head model reconstruction, signal pre-processing and inverse solution. …”
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Thesis -
6
Implementation of moving average technique in data mining for signal pre-processing in electronic nose system
Published 2015“…Therefore, the moving average technique was applied for smoothing signal and data reduction in pre-processing stage for development of electronic nose system in this study.…”
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Conference or Workshop Item -
7
A Simplified GUI for EEG Acquisition and Signal Pre-Processing
Published 2016“…As a result, a MATLAB GUI has been implemented that can get raw data from the EEG headset to perform pre-processing of the signal. …”
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Final Year Project -
8
Signal Processing Strategies in FT-NIR and FTIR Spectra of Palm Oils
Published 2014“…From the result, the use of different data pre-processing provides different quality of prediction model. …”
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Proceeding -
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Agarwood classification based on odor profile using intelligent signal processing technique / Muhammad Sharfi Najib
Published 2014“…The variation of patterns that has been visualized has been marked as different group samples. From 32 data sensor arrays, several significant data sensor array have been pre-processed using principal component analysis (PCA) as data reduction process. …”
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10
Agarwood classification based on odor profile using intelligent signal processing technique
Published 2012“…The variation of patterns that has been visualized has been marked as different group samples. From 32 data sensor arrays, several significant data sensor array have been pre-processed using principal component analysis (PCA) as data reduction process. …”
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11
Engine diagnosis system for automative industry
Published 2009“…This permit the sound intensity level with its corresponding frequency obtained from the frequency power spectrum. These data will go through a pre-processing stage. The noise signature is obtained by applying two different methods of pre-processing, frequency spectrum analysis method and the Principal Component Analysis method. …”
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12
A study on component-based technology for development of complex bioinformatics software
Published 2004“…They used signal-to-noise ratio as a measure of improvement made by applying the proposed filtration process. …”
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Monograph -
13
Implementation of welch pre-processing in SVM algorithm for improved accuracy on EEG data
Published 2024“…The results of this study highlight the effectiveness of SVM with Welch pre-processing in enhancing the accuracy of emotion recognition based on EEG data. …”
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14
The effect of pre-processing techniques and optimal parameters on BPNN for data classification
Published 2015“…In this research, a performance analysis based on different activation functions; gradient descent and gradient descent with momentum, for training the BP algorithm with pre-processing techniques was executed. The Min-Max, Z-Score, and Decimal Scaling Normalization pre-processing techniques were analyzed. …”
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15
MATLAB-based vibration signal processing for fault diagnosis
Published 2023“…This paper presents a method for analyzing motor vibration data using MATLAB. The method first pre-processes the vibration data to remove noise and baseline wander. …”
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16
Intelligent Sensor Data Pre-processing Using Continuous Restricted Boltzmann Machine
Published 2007“…This solution must be able to process continuous-time, analogue sensor signals directly. …”
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Final Year Project -
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An improved clipped sub-histogram equalization technique using optimized local contrast factor for mammogram image analysis / Nurshafira Hazim Chan
Published 2021“…These limitations can be overcame during the pre-processing stage by improving the image enhancement process. …”
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18
Latency low handover mechanism considering data traffic lost preventing for proxy mobile IPv6 over WLAN
Published 2013“…The proposed mechanism proactively performs a pre-registration and pre-access authentication processes tightly together intended for the MH in advance of a handover situation involved in typical PMIPv6, thereby enabling the MH to re-configure its interface more quickly after a handover. …”
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19
Emotional profiling through supervised machine learning of interrupted EEG interpolation
Published 2019“…It has been reported that the construction of emotion profiling models using supervised machine learning involves data acquisition, signal pre-processing, feature extraction and classification. …”
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20
Data filtering framework for preserving meaningful data records from streams of unstructured weather data
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Thesis
