Výsledky vyhľadávania - "path consistency algorithm based on conditional mutual information"

Inferring gene regulatory networks from gene expression data by path consistency algorithm based on conditional mutual information Autor Zhang, Xiujun, Zhao, Xing-Ming, He, Kun, Lu, Le, Cao, Yongwei, Liu, Jingdong, Hao, Jin-Kao, Liu, Zhi-Ping, Chen, Luonan

“…Motivation: Reconstruction of gene regulatory networks (GRNs), which explicitly represent the causality of developmental or regulatory process, is of utmost…”
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Inferring Gene Regulatory Networks Via Ensemble Path Consistency Algorithm Based on Conditional Mutual Information Autor Xu, Jie, Yang, Guanxue, Liu, Guohai, Liu, Hui

“… In order to solve this problem, we introduce a novel algorithms called ensemble path consistency algorithm based on conditional mutual information (EPCACMI…”
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Inference of Gene Regulatory Networks with Local Lasso Path Consistency Algorithm Based on Conditional Mutual Information Autor Yang, Guanxue, Wang, Chunnian, Yang, Guanxiao

“…In recent years, gene regulatory networks (GRNs) are becoming one of the most challenging problems in systems biology. Capturing the interactions among genes…”
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Inferring gene regulatory network using path consistency algorithm based on conditional mutual information and genetic algorithm Autor Iranmanesh, Sima, Sattari-Naeini, Vahid, Ghavami, Behnam

“… genetic diseases and drug discovery applications. In this paper, a method for inferring the gene regulatory network using a combination of Genetic Algorithm and Path Consistency Algorithm based on Conditional Mutual information is presented…”
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GAEM: Genetic Algorithm based Expectation-Maximization for inferring Gene Regulatory Networks from incomplete data Autor Niloofar, Parisa, Aghdam, Rosa, Eslahchi, Changiz

“… One popular method for inferring the structure GRNs is to apply the Path Consistency Algorithm based on Conditional Mutual Information (PCA-CMI…”
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IPCA-CMI: An Algorithm for Inferring Gene Regulatory Networks based on a Combination of PCA-CMI and MIT Score Autor Aghdam, Rosa, Ganjali, Mojtaba, Eslahchi, Changiz

“… The Path Consistency Algorithm based on Conditional Mutual Information (PCA-CMI) is a well-known method in this field…”
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Reverse Engineering Gene Regulatory Networks Based on Dynamic Threshold Condition Mutual Information With Resampling Strategy Autor Xu, Jie, Yang, Guanxue, Liu, Guohai, Yang, Guanxiao

“…s. Path consistency algorithm based on conditional mutual information (PCACMI) is a practical algorithm to reconstruct gene regulation networks, but the threshold is fixed, which will affect the accuracy of the reconstructed networks…”
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IPCA-CMI: An Algorithm for Inferring Gene Regulatory Networks based on a Combination of PCA-CMI and MIT Score: e92600 Autor Aghdam, Rosa, Ganjali, Mojtaba, Eslahchi, Changiz

“… The Path Consistency Algorithm based on Conditional Mutual Information (PCA-CMI) is a well-known method in this field…”
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An integrated gene regulatory network inference pipeline Autor Wang Yong, Katsuhisa, Horimoto, Chen Luonan

“…Rapidly accumulated gene expression data put forward the development of numerous methods for inferring gene regulatory networks and the efforts for critical…”
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