stringgaussnet: PPI and Gaussian Network Construction from Transcriptomic Analysis Results Integrating a Multilevel Factor 来自 cran.dcc.fc.up.pt 喜欢 0 阅读量: 29 作者:E Chaplais,HJ Garchon 年份: 2015 收藏 引用 批量引用 报错 分享 全部来源 求助全文 cran.mirror.ac.za et.bs.ehu.es ftp....
stringgaussnet: PPI and Gaussian Network Construction from Transcriptomic Analysis Results Integrating a Multilevel FactorEmmanuel ChaplaisHenriJean Garchon
of Architecture; Architectural Analysis; and Visual Representation in Architecture. Graduates from Cornell’s B.Arch. program are competitive job applicants, especially for prestigious architectural jobs in New York City where the school has extensive connections due to its impressive alumni network. ...
Molecular network Neural networks Sequence analysis Introduction Protein-protein interaction (PPI) networks play a key role in biology and medicine in the interpretation of protein functions in cellular processes. In the past two decades, working with networks has significantly advanced our understanding ...
To further evaluate the merits of the LightGBM-PPI model, we verify the validity of the method on the one-core network and the Wnt-related pathway cross-network dataset. The experimental results show that our method can effectively predict the PPIs of single-core network and signaling pathway ...
To optimize the feature extraction module and enhance the final model's performance by supplying initial parameters, we pre-train the network using in the protein-peptide dataset and transfer the network parameters to the PPI site task for fine-tuning in the second stage of transfer learning. (...
firstly the function similarities between proteins are defined. then we find out a known protein with the highest functional similarity value to the unknown protein from the network, and the functional annotations of the known protein are then assigned to the unknown protein. in this work, we pro...
validated that thePpARF8gene promotes fruit ripening and softening. Taken together, our results suggest that the PpIAA5-ARF8 signaling module can affect the ripening and softening of peach fruits. Keywords: peach;fruit ripening and softening;PpIAA5;PpARF8...
The default WGCNA "step-by-step network construction" analysis was used to build modules (clusters of genes displaying similar correlated patterns of transcription). The parameters used were soft-power of 12, 18, and 24 (for the experiment wounding, infection with V. dahliae and cold, ...
Then we find out a known protein with the highest functional similarity value to the unknown protein from the network, and the functional annotations of the known protein are then assigned to the unknown protein. In this work, we propose two algorithms to evaluate the functional similarity ...