<p>Using the regulator-DEGs identified in the deletion mutants experiments as reference, the “No. of total edges” represents the total number of predicted causal interactions in a BN that overlap with the reference regardless of edge direction. The “No. of edges with correct direction” represents the number of predicted causal interactions with the same orientation as the reference. The “Fraction corrected” represents the percentage of edge orientations corrected by using the template in the DM_BN algorithm.</p
The average influence shift diagrams for the balanced edge-based partition of all 32 networks examin...
The diagrams in the top row feature an edge-normalized x-axis where the balance point is at x = 0.5....
<p>Sample size, means and standard deviations of the proportion of true positive edges that were cor...
<div><p>Recent advances indicate that assigning or reversing edge direction can significantly improv...
Recent advances indicate that assigning or reversing edge direction can significantly improve the st...
<p>The colored lines show the precision and recall tradeoffs as a function of different values of Ja...
Recently, controllability of complex networks has attracted enormous attention in various ...
<p>Average likelihoods to be the starting element of a contour of length , shown for all edge eleme...
<p>1) Pairs of orthologous proteins between the two input networks are identified, with the possibil...
<p>As an example, DM_BN takes as input deletion mutant gene expression profiles. The relative change...
Many directed real world networks, such as the WWW, genetic regulation networks and economic network...
<p>A) Network edges were compared to a predicted transcription factor – target database. The number ...
<p>(A, B) Mean firing rate of neurons in the network (the same networks as in <a href="http://www.pl...
<p>The probability distribution of edge values (<i>w<sub>ij</sub></i>) after BP (A, left) are simila...
<p><b>(a)</b> Here we calculate values for just the left dorsal eye (quadrant 1) with only horizonta...
The average influence shift diagrams for the balanced edge-based partition of all 32 networks examin...
The diagrams in the top row feature an edge-normalized x-axis where the balance point is at x = 0.5....
<p>Sample size, means and standard deviations of the proportion of true positive edges that were cor...
<div><p>Recent advances indicate that assigning or reversing edge direction can significantly improv...
Recent advances indicate that assigning or reversing edge direction can significantly improve the st...
<p>The colored lines show the precision and recall tradeoffs as a function of different values of Ja...
Recently, controllability of complex networks has attracted enormous attention in various ...
<p>Average likelihoods to be the starting element of a contour of length , shown for all edge eleme...
<p>1) Pairs of orthologous proteins between the two input networks are identified, with the possibil...
<p>As an example, DM_BN takes as input deletion mutant gene expression profiles. The relative change...
Many directed real world networks, such as the WWW, genetic regulation networks and economic network...
<p>A) Network edges were compared to a predicted transcription factor – target database. The number ...
<p>(A, B) Mean firing rate of neurons in the network (the same networks as in <a href="http://www.pl...
<p>The probability distribution of edge values (<i>w<sub>ij</sub></i>) after BP (A, left) are simila...
<p><b>(a)</b> Here we calculate values for just the left dorsal eye (quadrant 1) with only horizonta...
The average influence shift diagrams for the balanced edge-based partition of all 32 networks examin...
The diagrams in the top row feature an edge-normalized x-axis where the balance point is at x = 0.5....
<p>Sample size, means and standard deviations of the proportion of true positive edges that were cor...