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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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Thesis -
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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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Assessment and enhancement of Landsat 8 land surface temperature retrieval using Mono Window Algorithm and machine learning approaches
Published 2025“…These findings demonstrate the potential of combining MWA with machine learning for reliable LST estimation and highlight its applicability in environmental and urban climate analysis research.…”
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Vehicle routing problem: models and solutions
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Cache replacement algorithm using hierarchical allocation scheduling
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Thesis -
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Digital forensic investigation reduction model (DIFReM) for Windows 10 OS
Published 2018“…We believe this reduction model with its tool geared towards Microsoft Windows 10 Professional operating system is a more efficient forensic tool for windows 10 64-bit professional than generic tools used and will open a path for OS-defined Forensic tools which will definitely be a delight to many investigators as it will hasten the examination phase of digital forensic process.…”
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Adaptive linux-based TCP congestion control algorithm for high-speed networks
Published 2017“…Although TCP is the predominant transmission protocol used in Internet, its Congestion Control Algorithm (CCA) is still unable to adapt to high-speed networks, which are not the typical environment for which most CCAs were designed. …”
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Distributed joint power control, beamforming and spectrum leasing for cognitive two-way relay networks
Published 2017“…The strategic competition among multiple decision makers is modeled as a noncooperative game where each secondary user (SU) acts selfishly to maximize its own utility. …”
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Video Object Avoidance Implementation on Embedded Platform
Published 2015“…Both motion and static detection algorithms will be tested in Window Visual Studio 2010, before implementing them into the embedded platform, which is Raspberry Pi. …”
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Final Year Project -
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Numerical Modelling of the Electric Vehicle Cabin Cooling
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Final Year Project / Dissertation / Thesis -
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Adaptive persistence layer for synchronous replication (PLSR) in heterogeneous system
Published 2011“…The PLSR architecture model, workflow and algorithms are described. The PLSR has been developed using Java Programming language. …”
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Power System Harmonics Estimation using Sliding Window Based LMS
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Conference or Workshop Item -
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Temporal study of urban growth and land surface temperature extraction: a study of the Klang Valley area
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Proceeding Paper
