Further, the underlying Boolean matrix factorization approach allows the user to identify multiple overlapping clusters of trans-factors that jointly account for as many interactions as possible, casting the problem into an approximate interaction coverage task.
For fully leveraging on the power of integrative, network-based analysis procedures realizing common grounds on annotation and interaction information represents a major challenge ahead in the field, partly addressed by hybrid approaches in approximating interactions as done with STRING.
This improvement has been achieved without increasing the overall computational effort, but by carefully considering the error contribution from each approximated interaction.
The question of the conditions under which interaction in a virtual environment approximates interaction in a face-to-face setting represents an issue that is becoming increasingly important across both work and leisure domains of social life.
The particle mesh Ewald (PME) method was used to approximate nonbonded interactions.
Taken together, collagen I rather than Matrigel should be used in studies investigating ovarian cancer invasive behaviours to better approximate critical interactions and events associated with peritoneal metastasis.
Our findings support the use of collagen I rather than Matrigel as a matrix barrier for invasion studies to better approximate critical interactions and events associated with peritoneal metastasis.
Moreover, we study the interaction of oxygen with the prismatic stacking fault to approximate oxygen dislocation interaction.
Assume that there are z proteins in an interaction network, we can use the following linear discrete-time dynamic model to approximate the interaction network X t + 1 = A X t + H + n [ t ] A = α 1, 1 α 1, 2 ⋯ ⋯ α 1, Z α 2, 1 ⋱ ⋮ α i j ⋮ ⋱ α Z, 1 α Z, Z, H = h 1 h 2 ⋮ ⋮ h Z (7) where X[t] = [ x1[t] x2[t]... xz[t] ]T represents the protein activity level with a total of z proteins in the network.
