Data Sheet 1_MetaboLINK is a novel algorithm for unveiling cell-specific metabolic pathways in longitudinal datasets.csv by Jared Lichtarge (20548571)

“…For the first time, we applied the PCA-GLASSO algorithm (i.e., MetaboLINK) to metabolomics data derived from Nuclear Magnetic Resonance (NMR) spectroscopy performed on neural cells at various developmental stages, from human embryonic stem cells to neurons.…”

Statistics table for ED algorithm and SNP-index algorithm association regions. by Jiaqi Li (220961)

Low-Rank Covariance Function Estimation for Multidimensional Functional Data by Jiayi Wang (294312)

“…Despite the lack of a closed form, under mild assumptions, the proposed estimator can achieve unified theoretical results that hold for any relative magnitudes between the sample size and the number of observations per sample field, and the rate of convergence reveals the phase-transition phenomenon from sparse to dense functional data. Based on a new representer theorem, an ADMM algorithm is developed for the trace-norm regularization. …”

Details of the metaheuristic algorithms in comparison experiments. by Junhao Wei (6816803)

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Iterative curves of the algorithms in ablation study. by Junhao Wei (6816803)

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Current research on improved metaheuristic algorithms. by Junhao Wei (6816803)

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Iterative curves of the algorithms in comparison experiment. by Junhao Wei (6816803)

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Eight commonly used benchmark functions. by Guangwei Liu (181992)

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The flow of the genetic algorithm with the nested Frank-Wolfe algorithm. by Zhipeng Huang (1759759)

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Test function information. by Chuang Zhang (2199421)

“…<div><p>To address the problems of low accuracy and slow convergence of traditional multilevel image segmentation methods, a symmetric cross-entropy multilevel thresholding image segmentation method (MSIPOA) with multi-strategy improved pelican optimization algorithm is proposed for global optimization and image segmentation tasks. …”

Classification of meta-heuristic algorithms. by Yu-Jun Zhang (185411)

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Parameter settings for the comparative algorithms. by Yu-Jun Zhang (185411)

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Pseudo-code of CSCAHHO algorithm. by Yu-Jun Zhang (185411)

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Example of the CNF function for off-axis DHM holograms recorded in a non-telecentric configuration. by Raul Castañeda (13932971)

Comparison of the SVM_AV, SVM_PCA, SVM_SKPCA and SVM_WKPCA method AUC values. by Wen Bo Liu (11559222)

Comparison of the RF_AV, RF_PCA, RF_SKPCA and RF_WKPCA method AUC values. by Wen Bo Liu (11559222)

Comparison of the KNN_AV, KNN_PCA, KNN_SKPCA and KNN_WKPCA method AUC values. by Wen Bo Liu (11559222)

PCA2GO Functional Annotation of Immune biological functions significantly enriched p<10E-10) in Stage 1 and stage 2 r-HAT cases. by Peter Nambala (7245215)

3D modeling qualities of the AS single-template models built by including DOPE in the objective function of MODELLER. by Giacomo Janson (8138517)

Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian Optimization by Jian-Feng Cai (498405)

“…Under suitable conditions, the algorithm converges linearly and can simultaneously estimate both the low-rank and sparse tensors. …”