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Study Of Modified Training Algorithm For Optimized Convergence Speed Of Neural Network
Published 2016“…Back-propagation is the most common artificial neural training algorithm, however it is suffering with the slow convergence rate issue. …”
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Thesis -
2
Study and Implementation of Data Mining in Urban Gardening
Published 2019“…The system is essentially a three-part development, utilising Android, Java Servlets, and Arduino platforms to create an optimised and automated urban-gardening system. …”
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Lettuce Leaf Disease Detection Using Convolutional Neural Network Algorithm
Published 2023“…The detection algorithm will be develop based on a modified AlexNet model. …”
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Final Year Project Report / IMRAD -
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Improve in speed and the convergence in training process for the purpose of system modeling using Hybrid Multilayer Perceptron (HMLP) neural network / Farida Karman
Published 2008“…The HMLP network is trained using a Modified Recursive Prediction Error (MRPE) algorithm to obtain the appropriate parameter for the network. …”
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5
Web-based expert system for material selection of natural fiber- reinforced polymer composites
Published 2015“…Finally, the developed expert system was deployed over the internet with central interactive interface from the server as a web-based application. As Java is platform independent and easy to be deployed in web based application and accessible through the World Wide Web (www), this expert system can be one stop application for materials selection.…”
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Path Following Using A Learning Neural Network
Published 2004“…To conduct the specified works, the MATLAB programs written by [2] have been extended and modified.…”
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Final Year Project -
7
Handwriting recognition using webcam for data entry
Published 2014“…The modules have its distinct characteristics which is trained using the Back-Propagation algorithm to cluster the pattern recognition capabilities among different samples of handwriting. …”
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Final Year Project -
8
Handwriting recognition using webcam for data entry
Published 2015“…The modules have its distinct characteristics which is trained using the Back-Propagation algorithm to cluster the pattern recognition capabilities among different samples of handwriting. …”
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Conference or Workshop Item -
9
An evaluation of Monte Carlo-based hyper-heuristic for interaction testing of industrial embedded software applications.
Published 2020“…We applied Q-EMCQ on 37 real-world industrial programs written in Function Block Diagram (FBD) language, which is used for developing a train control management system at Bombardier Transportation Sweden AB. …”
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NN with DTW-FF Coefficients and Pitch Feature for Speaker Recognition
Published 2006“…The new feature processing used the modified version of traditional DTW called as DTW-FF algorithm to fix the input size so that the source and template frames have equal number of frames. …”
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Ischemic Stroke Detection System With Computer Aided Diagnostic Capability
Published 2017“…Therefore, this project is to develop program for automated emboli detection. MATLAB are used to develop signal processing algorithm of the system. …”
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Monograph -
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Enhanced dynamic security assessment for power system under normal and fake tripping contingencies.
Published 2019“…The effectiveness of the proposed approach is demonstrated on modified IEEE 9-, 14-, and 30-bus test system models due to the limitations in the simulator program. …”
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