Our algorithms process large data sets within a minute. حسب Manu Aggarwal (15990691)

Algorithmic assessment reveals functional implications of GABRD gene variants linked to idiopathic generalized epilepsy حسب Ayla Arslan (17943365)

"…</p> <p>The study employs a combination of in silico algorithms to analyze 82 variants of unknown clinical significance of GABRD gene sourced from the ClinVar database. …"

Function graph and algorithm iterative graph. حسب WanRu Zhao (18980374)

الموضوعات:

Frequency of frameshift mutations in tumor suppressor genes within TCGA and DFCI cohorts. حسب Alexis M. Thornton (11068403)

الموضوعات:

Identification and functional analysis of hub genes. حسب Wei Ya Lan (22403712)

"…(B) PPI network visualized using Cytoscape software. (C, D) Top 10 hub genes identified using the Maximal Clique Centrality (MCC) algorithm; darker colors indicate higher centrality within the PPI network. …"

Results of proposed algorithms and algorithms in [9] for 18 instances. حسب Jin Zhang (53297)

Test functions. حسب Kejia Liu (5699651)

الموضوعات:

Core genes were selected through PPI analysis based on three algorithms. حسب Dong-Hee Han (140305)

"…<b>(B)</b> The priority of the top 10 genes was evaluated through MNC, which identifies clusters of protein nodes that are more functionally connected to each other and selects the central proteins within the cluster. …"

Highly interrelated genes and their biological functions among 21 cancers. حسب Qunlun Shen (11668968)

Identification of hub genes from the PPI network by bottleneck algorithm using the cytoHubba Cytoscape plugin. حسب Cihat Erdogan (12529243)

Multimodal reference functions. حسب Ruiyu Zhan (21602031)

"…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …"

Activation functions: Sigmoid function and ReLU function. حسب Wan-Hua Zhang (21601139)

Efficient algorithms to discover alterations with complementary functional association in cancer حسب Rebecca Sarto Basso (6728921)

"…Among such patterns, <i>mutual exclusivity</i> has been employed by several recent methods that have shown its effectiveness in characterizing gene sets associated to cancer. Mutual exclusivity arises because of the complementarity, at the functional level, of alterations in genes which are part of a group (e.g., a <i>pathway</i>) performing a given function. …"

Illustration of methods based on Green’s function first-passage algorithms. حسب Jean Marc Tregan (15195173)

"…<p>Illustration of methods based on Green’s function first-passage algorithms.</p>…"

APSO–CNN and FNN algorithms’ loss function training sets. حسب Ahmed Bahaa (12887063)

الموضوعات:

APSO–CNN and FNN algorithms’ loss function validation sets. حسب Ahmed Bahaa (12887063)

الموضوعات:

Optimization results of test functions for different algorithm improvement points. حسب WanRu Zhao (18980374)

الموضوعات:

Comparison of results of different algorithms. حسب Zhongzhong Guo (12133402)

الموضوعات: "…differentially expressed genes…"

The convergence curves of the test functions. حسب Ruiyu Zhan (21602031)

"…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …"

Single-peaked reference functions. حسب Ruiyu Zhan (21602031)

"…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …"