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Direct approach for mining association rules from structured XML data
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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Attached sensors generate data and send these data to the Java Servlet application through a WIFI module. These data are processed and stored in appropriate formats in a MySQL server database. …”
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Mining Sequential Patterns Using I-PrefixSpan
Published 2007“…Sequential pattern mining is a relatively new data-mining problem with many areas of application. …”
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A web-based implementation of k-means algorithms
Published 2022“…This stinginess of proximity measures in data mining tools is stifling the performance of the algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…The simulation will be carried on WEKA tool, which allows us to call some data mining methods under JAVA environment. The proposed model will be tested and evaluated on both NSL-KDD and KDD-CUP 99 using several performance metrics.…”
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Thesis -
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Iterative spatial sectoring algorithm: a computer based approach to determining area of irregular closed space and tumor volume
Published 2011“…The approximation made at the stage of finding the area would affect the determination of brain tumor volume and shape when it is eventually used in its calculation. The Iterative Spatial Sectoring algorithm presented in this paper is the stepwise approach of a novel idea leading to precise determination of area of irregular snaky edged close space. …”
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Proceeding Paper -
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Panoramic image matching method for uav remote sensing based on surf algorithm
Published 2024text::Final Year Project -
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Application and evaluation of the evolutionary algorithms combined with conventional neural network to determine the building energy consumption of the residential sector
Published 2025“…The primary objectives were to assess the performance of three evolutionary algorithms ? Heap-Based Optimizer (HBO), Multiverse Optimizer (MVO), and Whale Optimization Algorithm (WOA) ? …”
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Route Planning Analysis In Holes Drilling Process Using Magnetic Optimization Algorithm For Electronic Manufacturing Sector
Published 2013“…Based on this motivation, this paper proposes an approach which is based on the experimentation of Magnetic Optimization Algorithm. …”
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Estimation Of Weibull Parameters Using Simulated Annealing As Applied In Financial Data
Published 2023“…The finding reveals that the Weibull distribution is well-suited to describing the investment behaviour of the MPS based on the estimates via the SA algorithm. Therefore, purchasing shares in this sector is very attractive for a long-term investment period, but may have a high risk of committing it as a result of fluctuations in the mean and variance of the estimate. …”
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Thesis -
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Identification of power poles based on satellite stereo images using graph-cut algorithm
Published 2015“…In conclusion, based on the results, Our proposed Graph-Cut algorithm produces more accurate disparity maps than the existing matching algorithm used for disparity calculation.…”
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Conference or Workshop Item -
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Travelling salesman problem using genetic algorithm / Muhammad Faiz Wafiq Mohd Zaini, Nurin Hannani Mohd Bakhary and Nur Aishah Zakaria
Published 2022“…The method that use in this research is Genetic Algorithm. The first round this research use two Genetic Algorithms’ operator which are crossover and inversion operator. …”
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Student Project -
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Mitigation of voltage sags/swells using dynamic voltage restorer based on DQO algorithm / Mohamad Shahrun Azizan
Published 2009“…A dynamic voltage restore based on the dqo algorithm is discussed. The control scheme is very effective to detect any disturbance in low voltage distribution systems. …”
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Thesis -
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DEEP LEARNING ALGORITHM IMPLEMENTATION FOR SHIP DETECTION IN SPOT SATELLITE IMAGES
Published 2019“…The output of this project will be the localization of ships within the image with confidence scores of the prediction. Based on the results obtained, the deployment of the Faster R-CNN algorithm on ship class objects from SPOT satellite images has achieved a noteworthy performance despite the limitations in the amount of training dataset and specifications of the machines used. …”
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Final Year Project -
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Identification of power poles based on satellite stereo images using graph-cut algorithm
Published 2015“…In conclusion, based on the results, Our proposed Graph-Cut algorithm produces more accurate disparity maps than the existing matching algorithm used for disparity calculation. …”
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Conference or Workshop Item -
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The impact of news sentiment on the stock market fluctuation : the case of selected energy sector
Published 2021“…For the methodology, we first established a supervised machine learning algorithm-based news classifier to classify the OPEC news following its sentiments. …”
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