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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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Wi-Fi signals database construction using chebyshev wavelets for indoor positioning systems
Published 2019“…While outdoors mostly covered by the Global Positioning System, there is no one versatile solution for indoor positioning. For the past decade Wi-Fi fingerprinting based indoor positioning systems gained a lot of attention by enterprises as an affordable and flexible solution to track their assets and resources more effectively. …”
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A new dynamic bandwidth allocation algorithm for fiber wireless network
Published 2023Conference Paper -
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The Application of Discrete Fourier Transforms in Reducing the Calibration Effort of Indoor Positioning System
Published 2024journal::journal article -
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Wi-Fi signals database construction using Chebyshev wavelets for indoor positioning systems
Published 2024journal::journal article -
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Hybrib NSGA-II optimization for improving the three-term BP network for multiclass classification problems
Published 2015“…This paper presents a hybrid of the multiobjective evolutionary algorithm to gain a better accuracy of the fi nal solutions.The aim of using the hybrid algorithm is to improve the multiobjective evolutionary algorithm performance in terms of the enhancement of all the individuals in the population and increase the quality of the Pareto optimal solutions.The multiobjective evolutionary algorithm used in this study is a nondominated sorting genetic algorithm-II (NSGA-II) together with its hybrid, the backpropagation algorithm (BP), which is used as a local search algorithm to optimize the accuracy and complexity of the three-term backpropagation (TBP) network. …”
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7
Hybrid NSGA-II Optimization for Improving the Three-Term BP Network for Multiclass Classification Problems
Published 2015“…This paper presents a hybrid of the multiobjective evolutionary algorithm to gain a better accuracy of the fi nal solutions. …”
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8
Extreme learning machine for user location prediction in mobile environment
Published 2011“…Findings – WiFi's SS contributes more in accuracy to the prediction of user location than WiFi's SQ. …”
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Extreme learning machine for user location prediction in mobile environment
Published 2011“…Findings – WiFi’s SS contributes more in accuracy to the prediction of user location than WiFi’s SQ. …”
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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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Fiber Wireless testbed using Universal Software Radio Peripheral (USRP)
Published 2023Conference Paper -
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Capacity Enhancement Of Cellular Network Using Wifi Offloading
Published 2019“…WiFi offloading performance parameters such as temporal and spatial coverage has been studied in depth by conducting a meticulous demographic analysis using few developed algorithms. …”
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13
A New Technique To Design Coating Structure For Energy Saving Glass Using The Genetic Algorithm
Published 2017“…After modifying these shapes using the Genetic algorithm and Parallel Genetic algorithm, the outputs are simulated in the Computer Simulation Technology (CST) simulation software. …”
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Abnormalities and fraud electric meter detection using hybrid support vector machine & genetic algorithm
Published 2023Conference Paper -
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RSSI-based human presence detection system for energy saving automation
Published 2017“…WiFi facilitates computers and devices to connect with the Internet and each other using radio frequency signals that has Received Signal Strength Indicator or RSSI as its standard feature. …”
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CSI-based human activity recognition via lightweight compact convolutional transformers
Published 2024“…The lightweight Compact Convolutional Transformer (CCT) algorithm proposed in this work offers a solution by streamlining the process of leveraging CSI data for activity recognition in such complex data. …”
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Technical report: numerical solution of 2-D Maxwell’s Equation using finite difference time domain / Muhd Nur Aliyuddin Abd Samad, Muhammad Faris Ahmad Fadli and Hasan Al Bashri Sa...
Published 2018“…From the existing method the method used in this project is a finite difference time domain method or also known as Yee Algorithm to approximate the solutions of Maxwell's equations. …”
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Wifi fingerprinting indoor positioning with multiple access points in a single base station using probabilistic method
Published 2017“…This method requires a training phase to collect Receiving Signal Strength (RSS) samples that will be utilized in location estimation phase using matching algorithms. Recently, most commercially indoor positioning solutions used on smartphone utilizes the current building infrastructure to estimate personnel location where wireless router is used as an Access Point (AP) in each base station to extract the RSS values. …”
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An investigation of scheduling and packet reordering algorithms for bandwidth aggregation in heterogeneous wireless networks
Published 2013“…This paper aims to investigate the common scheduling algorithms both adaptive and non-adaptive solutions that have been using in networking and communication field. …”
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