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Efficient genetic partitioning-around-medoid algorithm for clustering
Published 2019“…Finally, the fourth set dealt with the developed method for externally evaluating the variant multi class clusters. …”
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Thesis -
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Cognitive selection mechanism performance in IEEE 802.11 WLAN
Published 2013“…The enhancement reaped from the developed selection algorithm is expected to bring benefit to different user at various places…”
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A critical analysis of simulators in grid
Published 2015“…Out of this, the developers have spent remarkable efforts to come up with simulators which facilitate the studies in this domain.In addition, these simulators have a significant role in enhancing and proposing many scheduling algorithms, and this in turn has reflected efficiently on the Grid.In this paper, we will present some of these tools, which are: GridSim for large scales distributed computing and parallel environment, Alea for tackling dynamic scheduling problems, Sim-G-Batch grid simulator for simulating the security and energy concept and Balls simulator for evaluation peer-to-peer with integrated load balancing algorithm.Furthermore, this paper aims to guide and assist the researcher to choose the proper tool that can fit the studied research area, by providing functionality analysis for the reviewed simulators.…”
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Sentiment analysis on airline reviews using Naive Bayes / Nurul Sarah Aliessa Che Harun
Published 2025“…In the design and implementation phases, TF-IDF was considered in cleaning and preparing the reviews for application, while the construction of a sentiment analysis model was implemented through the use of the Multinomial Naive Bayes algorithm. A friendly GUI was developed for the ease of reviews analysis. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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An artificial intelligence approach to monitor student performance and devise preventive measures
Published 2023“…In addition, the prediction model is transformed into a clear shape to make it easy for the instructor to prepare the necessary precautionary procedures. We developed a set of prediction models with distinct machine learning algorithms. …”
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Search and rescue optimization for combined economic load and emission dispatch
Published 2024“…The Search and Rescue (SAR) optimization methodology is developed in this study to address the CEED problem, and the results gained are compared with the Evolutionary Programming and Flower Pollination Algorithm methods. …”
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Path Following Using A Learning Neural Network
Published 2004“…This thesis is a development ofprevious works done by [2} on capability of neural controller to efficiently track prescribed paths. …”
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Final Year Project -
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DurianCare: optimising trunk disease detection and precision farming in a mobile application / Muhammad Haziq Azmi
Published 2025“…The project will implement automated detection and disease management recommendation algorithms while evaluating the functionality and usability of the designed application. …”
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Image Based Oil Palm Tree Crowns Detection
Published 2020“…Otsu Threshold and Gaussian Filter is used to reduce the noise of the image by turn it to black and white. Canny edge segmentation algorithm is used after that to determine the edge of the crowns by differentiate the end of object and background. …”
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Final Year Project Report / IMRAD -
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Single-phase single stage string inverter for a grid connected photovoltaic system with integrated perturb and observe - fuzzy logic control MPPT technique / Siti Zaliha Mohammad N...
Published 2018“…The performance of the developed string inverter is also evaluated with standard features as required by international standard. …”
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An AI-based mental health and loneliness support plushie
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Predictive Analytics for Crude Oil Price Using RNN-LSTM Neural Network
Published 2020“…Recently, many researchers have turned to machine learning approached to cater to this problem. …”
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Agent-Based Model of Virtual Community Cohesion (S/O: 13443)
Published 2021“…The formal specifications (differential equations) equations form the basis of algorithm development, which preceded the development of a virtual community cohesion prediction simulator. …”
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Enhancing social experience in smart stadium with Wi-Fi 6 quality management
Published 2025“…Agile methodology guided iterative development for scalability and adaptability. Performance was evaluated under simulated high-density conditions using key QoS metrics: throughput, packet loss ratio, traffic volume, and bandwidth usage. …”
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