Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)

Complex traffic line and track point diagram. حسب Mingkang Sun (6498791)

Complex traffic line and track point diagram. حسب Mingkang Sun (6498791)

If datasets are small and/or noisy, linear-regression-based algorithms for identifying functional groups outperform more complex versions. حسب Yuanchen Zhao (12905580)

The losses of the training process before and after the optimization of loss function. حسب Peihan Wen (6324315)

The Pseudo-Code of the IRBMO Algorithm. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

IRBMO vs. meta-heuristic algorithms boxplot. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

IRBMO vs. feature selection algorithm boxplot. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

Temporal response patterns determined by Dirichlet Process-based clustering algorithm across amplitudes and stimuli. حسب Dinh K. Tang (20469082)

Distributions of model parameters mirror differentially expressed ion channel genes. حسب Daniele Linaro (227790)

Performance comparison of neural UCB strategies based on the basal ganglia model against other UCB algorithms in different bandit tasks. حسب Yuhao Wang (196321)

Identifying the groups becomes harder when the degradation chain is long, especially for groups catalyzing upstream reactions. حسب Yuanchen Zhao (12905580)

Effect of “nonfunctional group” on function. حسب Yuanchen Zhao (12905580)

Recovery qualities of individual groups under increasing intra-group heterogeneity and inter-group promiscuity of species. حسب Yuanchen Zhao (12905580)

Spectrum of singular values of the normal matrix . حسب Stefano van Gogh (13569844)

IRBMO vs. variant comparison adaptation data. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

Precision Recall AUC values for different synthetic datasets and top-ranked models <i>M</i>*. حسب Simeone Marino (81051)

UK Biobank data wrangling statistics and results. حسب Simeone Marino (81051)

Validation of image processing steps and metric results using images of a microfluidic device. حسب Gavrielle R. Untracht (11820311)

Flowchart of software workflow. حسب Gavrielle R. Untracht (11820311)