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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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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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Thesis -
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Jogging activity recognition using k-NN algorithm
Published 2022“…The k-NN algorithm is a simple and easy-to-implement supervised machine learning algorithm that can be used to solve both classification and regression problems. …”
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Academic Exercise -
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Proportional-integral control optimization using imperialist competitive algorithm
Published 2012“…In this dissertation, an attempt has been made to design and implement the PID Controllers by employing the Imperialist Competitive Algorithm (ICA) technique as well as the Genetic Algorithm (GA) and the Particle Swarm Optimization (PSO) algorithm, for a selected plant. …”
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5
A new image scrambling technique using block rotation algorithm based on Rubik’s cube
Published 2013“…This makes the scrambled images difficult to decode thus providing a high level of security protection for the images. The algorithm can be applied in the real-time applications since it is a straightforward process and easily implemented.…”
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DRIVER FATIGUE ACCIDENT PREVENTION USING EYE BLINK SENSOR
Published 2013“…This project is done by performing data collection through previous researches. The algorithms will be modified and implemented to validate the system. …”
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Final Year Project -
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Denoising of digital images using second generation wavelet transforms-hidden markov model
Published 2016“…In order to increase the robustness of the proposed algorithm, the level of noise in digital image can be estimated if the noise standard deviation σ is unknown. …”
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Restoration of missing data in old archives based on genetic algorithm
Published 2014“…They refer to a small area with an approximately uniform gray level that occurs randomly in each frame. After applying most algorithms to detect the position of blotches and also scratch which is another type of defect in the old media, in each frame of video, it is essential to correct them, in other words, we should fill the missing data with reasonable values. …”
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Conference or Workshop Item -
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AN INVESTIGATION OF INDOOR LOCALIZATION BASED ON WI-FI FOR MOBILE USER
Published 2019“…All the indoor positioning methods are studied and analyzed according to their implementation and level of accuracy. After the observation is done, the fingerprinting method is selected to be implemented in this project with the measurement of received signal strength (RSS) of all available access points. …”
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Final Year Project -
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Automatic generation of neural game controller using single and bi-objective evolutionary optimization algorithms for RTS Game
Published 2015“…Hence, the second sub-objective is 2) to evolve RTS controllers using DE and FFNN. After that, a bi-objectives algorithm is tested for comparing purposes and this contributed for the next two sub-objectives that is 3) to test the feasibility for implementing the PDE hybrid FFNN. 4) to compare single objective and multi-objective optimization algorithms performances. …”
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Data classification based on confidentiality in virtual cloud environment
Published 2014“…However it will be easy to decide the security level for data after data classification according to their security level based on the characteristics of the data. …”
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The Improvement of the Image by Using MATLAB
Published 2006“…Basically, this project is focusing on impulsive noise reduction using a nonlinear Spatial filtering whereby an algorithm will be implemented to solve problem faced with standard Median Filter. …”
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Final Year Project Report / IMRAD -
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Voting algorithms for large scale fault-tolerant systems
Published 2011“…Using a proper test-bed, after 10000 run times, we compared our newly proposed algorithm with the basic algorithm in terms of reliability and availability. …”
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15
Securing Data Using Deep Hiding Selected The Least Significant Bit And Adaptive Swarm Algorithm
Published 2024journal::journal article -
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Image compression and encryption
Published 2003“…In this project, the RC4 encryption algorithm has been used. This project utilized MATLAB Wavelet Toolbox Version 6.5 thoroughly for its implementation. …”
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Optimal sizing and location of multiple distributed generation for power loss minimization using genetic algorithm
Published 2023“…The result obtained a minimum base case voltage level of 0.9898 p.u at bus 18 with variations of voltage improvements at other buses after single and multiple DG allocations in the system. …”
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Techniques and strategies to minimize radiation exposure in pediatric computed tomography (CT) abdominal examinations: a review
Published 2024“…To reduce the ionizing radiation dose while still obtaining high-quality diagnostic images, healthcare practitioners should adhere to DRL, adjust exposure factors, implement prefiltration, employ AI, and use post-processing algorithms.…”
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Exploring frogeye leaf spot disease severity in soybean through hyperspectral data analysis and machine learning with Orange Data Mining
Published 2025“…Results: Based on the findings, neural network scored the highest overall accuracy of 98.6% after conducting filtering technique. Furthermore, reliefF-Gradient boosting and random forest algorithms achieved promising overall accuracy of 97.4% and 96.9%, respectively after implementing filtering and feature selection techniques. …”
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Discovering decision algorithm of distance protective relay based on rough set theory and rule quality measure
Published 2011“…Thus, this thesis addresses these issues with the objective of intelligently divulging the knowledge hidden in the recorded event report at a relay device level using a data mining strategy based on Rough Set Theory, Genetic Algorithm and Rule Quality Measure under supervised learning within the framework of Knowledge Discovery in Database (KDD) in order to discover the relay’s decision algorithm (prediction rules) and, subsequently, the association rule. …”
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