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. …”

Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

Algorithm steps for house price prediction model. by Xuan Wang (55634)

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Parameters of the SVM algorithm with Gaussian kernel used to generate the predictive model. by M. Isabel Ramos (20565201)

Overview of the Cell2Spatial algorithm. by Huamei Li (8815955)

“…SC and spatial transcriptomics (ST) data were standardized using <i>SCTransform</i> in Seurat, with cell-type-specific genes identified through a modified entropy-based method (Step 1). …”

Feature importance comparison between the machine learning algorithms used in this study. by Sukanta Chakraborty (22693681)

Algorithm pseudocode. by Cheng-jie Chen (22272090)

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Improved random forest algorithm. by Zhen Zhao (159931)

“…Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …”

K-means++ clustering algorithm. by Zhen Zhao (159931)

“…Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …”

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

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

Presents the comparison of various density based algorithms. by Shahneela Pitafi (20454775)

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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. …”

Error metrics of each regression algorithm using 2021 as control year. by M. Isabel Ramos (20565201)

A schematic diagram of the settlement spatial distribution model based on factor analysis integrated with the hierarchical clustering algorithm. by Xiaojie Feng (6873953)

Subjects: “…original multidimensional data…”

Spatial variables selected for LULC modeling. by Firdissa Sadeta Tiye (21222102)

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IOU values of four algorithms. by Hong Li (20183)

Fig 1 - A Discretized Overlap Resolution Algorithm (DORA) for resolving spatial overlaps in individual-based models of microbes by Ihab Hashem (21156806)

Flowchart of DQN algorithm. by Jiandong Qiu (20389944)

Learning curves under various machine algorithms. by Jinlin Teng (17972595)

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