Search Results - (( java application customization algorithm ) OR ( software selection tree algorithm ))
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Combining object-based classification and data mining algorithm to classify urban surface materials from worldview-2 satellite image
Published 2014“…In this study, Data Mining was performed using C4.5 algorithm to select the appropriate attributes for object-based classification. …”
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Evaluation of data mining models for predicting concrete strength
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Final Year Project / Dissertation / Thesis -
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Determination of tree stem volume : A case study of Cinnamomum
Published 2013“…Modelling of trees has attracted scientific research in various fields and disciplines since trees and forests play very important roles in the global system. …”
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Analysis of Acoustic Emission Signal for Prediction of Corrosion on Carbon Steel Pipelines
Published 2021“…A maximum accuracy of 86 was reached using ensemble RUSBoost trees algorithm. © 2021 IEEE.…”
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Classification Analysis Of The Badminton Five Directional Lunges
Published 2018“…REP Tree classifier is the best selected classifier for its strength and classification capability. …”
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Monograph -
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Comparison on machine learning algorithm to fast detection of malicious web pages
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Keylogger detection analysis using machine learning algorithm / Muhammad Faiz Hazim Abdul Rahman
Published 2022“…Plus, to analyse the efficiency of a detection model on keylogger dataset by evaluating a selection of attributes. Besides, to test the accuracy of detection models on keylogger dataset comparing two machine learning algorithms. …”
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Student Project -
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Finding an effective classification technique to develop a software team composition model
Published 2018“…Ineffective software team composition has become recognized as a prominent aspect of software project failures. …”
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Finding an effective classification technique to develop a software team composition model
Published 2018“…Ineffective software team composition has become recognized as a prominent aspect of software project failures. …”
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Developing A Prediction Tool To Improve The Shading Efficiency Of The Pedestrian Zones
Published 2020“…The development of the prediction tool was conducted base on integrating three sequenced algorithms, which are sun position algorithm, shadow length and position algorithm, and expansion limit algorithm. …”
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Data mining approach to herbs classification
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The performance effect due to varying network topologies on a software-defined network employing the k-shortest path
Published 2022“…The experiment shows that tree topology is best suited for improving bandwidth while simple topology for reducing delay.…”
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A Mininet emulation study for SDN fat tree data center sleep mode routing algorithms
Published 2025“…In this work meta heuristic algorithm is incorporated at the SDN central controller in a fat tree-based data centre for bandwidth usage monitoring, sleep decisions and path selection using Mininet emulation. …”
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Automated rubber seed clones identification using imaging technique and statistical analysis / Muhammad Fahmi Harun
Published 2012“…As a conclusion, perimeter of rubber seed clone can be used in order to recognize all selected best rubber tree clones compare with area and radius that can only be used for RRIM2002 and RRIM2015.…”
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Automated rubber seed clones identification using imaging technique and statistical analysis: article / Muhammad Fahmi Harun
Published 2012“…As a conclusion, perimeter of rubber seed clone can be used in order to recognize all selected best rubber tree clones compare with area and radius that can only be used for RRIM2002 and RRIM2015.…”
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Edge assisted crime prediction and evaluation framework for machine learning algorithms
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Finding an effective classification technique to develop a software team composition model
Published 2017“…Ineffective software team composition has become recognized as a prominent aspect of software project failures.Reports from results extracted from different theoretical personality models have produced contradicting fits, validity challenges, and missing guidance during software development personnel selection.It is also believed that the technique/s used while developing a model can impact the overall results.Thus, this study aims to: 1) discover an effective classification technique to solve the problem, and 2) develop a model for composition of the software development team.The model developed was composed of three predictors: team role, personality types, and gender variables; it also contained one outcome: team performance variable.The techniques used for model development were logistic regression, decision tree, and Rough Sets Theory (RST).Higher prediction accuracy and reduced patte rn complexity were the two parameters forselecting the effective technique.Based on the results, the Johnson Algorithm (JA) of RST appeared to be an effective technique for a team composition model.The study has proposed a set of 24 decision rules for finding effective team members.These rules involve gender classification to highlight the appropriate personality profile for software developers.In the end, this study concludes that selecting an appropriate classification technique is one of the most important factors in developing effective models.…”
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A novel rank aggregation-based hybrid multifilter wrapper feature selection method in software defect prediction
Published 2021“…Therefore, as a solution, this study proposes a novel rank aggregation-based hybrid multifilter wrapper feature selection (RAHMFWFS) method for the selection of relevant and irredundant features from software defect datasets. …”
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