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SLIDING WINDOW TRAINING ALGORITHMS USING MLP-NETWORK FOR CORRELATED AND LOST PACKET DATA
Published 2012“…This thesis gives a systematic investigation of various MLP learning mainly Sliding Window (SW) learning mode which is treated as the adaptation of offline algorithms into online application Consequently this thesis reviews various offline algorithms including: batch backpropagation, nonlinear conjugate gradient, limited memory and full-memory Broyden, Fletcher, Goldfarb and Shanno algorithms and different forms of the latest proposed bimary ensemble learning. …”
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Solving multi-objective dynamic vehicle routing problem with time windows using multi-objective algorithm
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Final Year Project / Dissertation / Thesis -
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Web application vulnerabilities detection model
Published 2016“…The research will be carried out by using design string matching algorithm. The algorithm is used in order to match the defined criteria of each web vulnerability with the input information about web application. …”
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Car dealership web application
Published 2022“…The web service performed model explaining and monitoring by querying the application data from the Azure SQL Database. …”
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Cyberbullying detection: a machine learning approach
Published 2022“…Finally, the model was pickled and loaded into the web application. …”
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Dynamic modeling by usage data for personalization systems
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Power System Harmonics Estimation using Sliding Window Based LMS
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A web usage mining approach based on LCS algorithm in online predicting recommendation systems
Published 2008“…Online prediction is one Web Usage Mining application. However, the accuracy of the prediction and classification in the current architecture of predicting users' future requests systems can not still satisfy users especially in huge Web sites. …”
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An optimized attack tree model for security test case planning and generation
Published 2018“…This paper presents an attack tree modeling algorithm for deriving a minimal set of effective attack vectors required to test a web application for SQL injection vulnerabilities. …”
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Efficient DNS based Load Balancing for Bursty Web Application Traffic
Published 2012“…This research proposes a new efficient load balancing algorithm which applies to the local Domain Name Service (DNS) server for web based applications and services to ease the sudden increase in demand for the services. …”
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Intelligent Web caching using neurocomputing and particle swarm optimization algorithm
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Fake news detection: A machine learning approach
Published 2021“…Finally, a web application was developed to deploy the trained model. …”
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Final Year Project / Dissertation / Thesis -
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Web-based clustering tool using fuzzy k-mean algorithm / Ahmad Zuladzlan Zulkifly
Published 2019“…This project is developed by using Rapid Application Development methodology as it is the model that is most suitable for developing this web tools. …”
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Using Markov Model and Association Rules for Web Access Prediction
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