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When two conditions data are available, KDDN identifies the statistically significant condition-specific edges to provide insights into system dynamics. A KDDN experiment can be …

Jan 15, 2015 · This knowledge-fused differential dependency networks (KDDN) method, implemented as a Java Cytoscape app, can be used to optimally integrate prior biological …

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Jun 4, 2022 · KDDN（2020-CVPR） Distilling Image Dehazing with Heterogeneous Task Imitation . 摘要. 最先进的深度除雾模型在训练中往往是困难的。知识蒸馏使得利用教师网络训 …

The KDDN is a Java Cytoscape app that constructs differential dependency networks using an integrated molecular network learning method, which optimally integrates prior biological …

KDDN is a Cytoscape app to learn biological network topology and its changes using profiling data and domain knowledge. It takes input data and runs KDDN algorithm to construct the …

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KDDN is a systems biology method and tool to leverage existing domain knowledge and specific experimental data to model biological networks. It integratively characterizes the dynamic …

Sep 30, 2014 · KDDN is implemented as an open-source cross-platform Cytoscape 3.x app with parallel computing capability in Java. The control panel will guide users to navigate through …