The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

Four example recordings analysed by the algorithm. by Andrew McDonald (2307400)

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ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Processed results from ECG data with the P-T algorithm. by Daehyun Kwon (11985629)

Reverence to the Winds by Woodson Renick Bell (18042661)

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Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

Flow chart showing research framework for the fusion algorithm. by Tanmoy Bhowmik (1776838)

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Parallel HSMM algorithm structure. by Andrew McDonald (2307400)

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The structure diagram of the BS-CP algorithm. by Jiaqi Liu (309587)

“…But such data is often sparse, noisy, and fast produced. CANDECOMP/PARAFAC (CP) is a popular tensor decomposition model, which is both theoretically advantageous and numerically stable. …”

Spatial spectrum estimation for three algorithms. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

Confusion Matrix for the Hybrid algorithms. by Faten Al-hussein (20707521)

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In Silico Sorghum GxExM Dataset For Prediction Algorithm Comparisons by Owen Powell (16328658)

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Performance of algorithms and clinician on clinical outcomes task. by Andrew McDonald (2307400)

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Receiver operating characteristic curve for murmur detection algorithm. by Andrew McDonald (2307400)

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CatBoost algorithm structure to predict clinical outcome. by Andrew McDonald (2307400)

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Scatter diagram of different principal elements. by Jizhong Wang (7441697)

“…The experimental results show that the SSA-LightGBM model proposed in this paper has an average fault diagnosis accuracy of 93.6% after SSA algorithm optimization, which is 3.6% higher than before optimization. …”

The actual training effect of four algorithms on original photo data (All images are original images taken by the author). by Xiaojun Wang (50332)

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Element model generation method with geometric distribution errors by Yiqi Liu (21357815)

“…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …”

Task paradigm and classification algorithm. by Alexander P. Rockhill (6053618)

Model validation results. by Tanmoy Bhowmik (1776838)

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