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A Novel Wrapper-Based Optimization Algorithm for the Feature Selection and Classification
Published 2023“…Moreover, K-Nearest Neighbor (KNN) classifier was used to evaluate the effectiveness of the features identified by the proposed SCSO algorithm. …”
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Taguchi's T-method with nearest integer-based binary bat algorithm for prediction
Published 2023“…In this paper, a swarm-based binary bat optimization algorithm with a nearest integer discretization approach is integrated with the Taguchi�s T-method. …”
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Feature Selection Based on Grey Wolf Optimizer for Oil Gas Reservoir Classification
Published 2020“…The wrapper K-Nearest Neighbors (KNN) classifier is used to evaluate the selected features. In addition, to examine the efficiency of the proposed method, two recent algorithms namely: Whale Optimization algorithm (WAO) and Dragonfly Algorithm (DA) are implemented for comparison. …”
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Analysis and evaluation of various aspects of solar radiation in the Palestinian territories
Published 2023“…Calculations of the optimized tilt and surface azimuth angles on monthly, seasonal and yearly basis were conducted, with the genetic algorithm being used for this purpose. Different PV tracking methods were also evaluated, taking into account the annual energy production. …”
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Resource management algorithms for wavelength division multiplexing optical metro slotted ring networks
Published 2012“…In addition, it is able to provide provision which are extended for QoS support. The Dynamic Based Bandwidth Reservation (DBBR) algorithm is designed to ensure that fair bandwidth access for both upstream and downstream nodes are achieved. …”
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Using artificial intelligence search in solving the camera placement problem
Published 2022“…Two case studies are used to evaluate those algorithms, and the camera placement problem is formulated as a coverage maximization problem. …”
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Malicious URL Detection with Distributed Representation and Deep Learning
Published 2023Conference Paper -
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Performance of glycemic control protocol and virtual trial
Published 2023“…Virtual trials method is used to simulate the controller algorithm on a virtual patient with feed variation factor. …”
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Time delay estimation using continuous wavelet transform coefficients
Published 2017“…The accuracy of the proposed method was evaluated by simulating two modes of signals, fractal and intermitted periodic signals with different levels of signal-to-noise ranged from 1 to 50. …”
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An efficient up-link load reduction model based on clustering in vanets
Published 2019“…Last part, Dynamic Multi-Agent (DMA) method is proposed to avoid duplicated information transmission from CHs at intersections to the BSs. …”
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A wavelet-based approach for vibration analysis of framed structures
Published 2013“…Moreover, stability and accuracy of results have been evaluated. The effectiveness of the proposed approach is demonstrated using three examples compared with some of the existing numerical integration schemes such as family of Newmark-β, Wilson-θ and central difference method. …”
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Recursive construction of output-context fuzzy systems for the condition monitoring of electrical hotspots based on infrared thermography
Published 2015“…The proposed RCFS realizes the prominent distinctions in the output domain by using a self-organizing method. The termination of the recursive algorithm finds an effective rule base to achieve an accurate representation of the datasets. …”
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Deterministic phase sequence approach for peak to average power ratio reduction in orthogonal frequency division multiplexing systems
Published 2016“…Additionally, for the second method, the idea is applied on the CSLM scheme. Simplicity of the search algorithm, and the requirement for large numbers of Inverse Fast Fourier Transform (IFFT) blocks are the most important advantage and disadvantage of the CSLM scheme, respectively. …”
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A comparative analysis of image copy-move forgery detection algorithms based on hand and machine-crafted features
Published 2023“…IC-MFD algorithms based hand-crafted features are the algorithms that detect the faked image depending on manual feature extraction while IC-MFD algorithms based machine-crafted features are the algorithms that detect the faked image automatically from image. …”
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Forest health mapping in Gunung Basor permanent forest reserve by using unmanned aerial vehicle
Published 2019“…There was no previous study that has been done to ensure the forest health at Gunung Basor Permanent Forest Reserve. The DJI Phantom 4Pro was used to capture the image of the study area by using Pix4D, and the image will be process in Data Mapper by using VARI algorithm. …”
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Undergraduate Final Project Report
