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We are witnessing the rebirth of alchemy as a serious endeavor, an undertaking in which we transform abuse into victimhood, billionaires into besieged outsiders, and the vulnerable into vectors of mass danger.
In order to calculate the pairwise similarity between two molecules we use Tanimoto similarity scores, [26] which we transform into probabilities (p-values) using an appropriate kernel function.
In the proposed algorithm, metrics between small cells are represented as a matrix on the basis of which we transform the clustering problem.
Founded in 2008 after more than a decade of research at Stanford, Silicon Valley-based startup, Ayasdi, is on a mission to reinvent the methods by which we transform Big Data into actionable knowledge.
We first devise a Deep Auto-Encoder (DAE) to discover hierarchical non-linear functional relations among regions, by which we transform the regional features into an embedding space, whose bases are complex functional networks.
In order to formulate the solution of parabolic problem (1) by using the Fourier method of the separation of variables, let us first introduce an auxiliary function v ( x, t ) as follows: v ( x, t ) = u ( x, t ) − ψ 0 ( t ) − ψ 1 ( t ) x, x ∈ [ 0, 1 ], by which we transform problem (1) into a problem with homogeneous boundary conditions.
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"The hills above Qunu were dotted with large smooth rocks which we transformed into our own rollercoaster.
It consists on a directed network with 2909 vertexes and 18,419 arcs, which we transformed into a 2,909 × 2,909 adjacency matrix.
The collection of cancer-drug pairs make up a bipartite network, which we transformed into a unipartite weighted network consisting of only cancers.
The sales-figures were originally expressed as physical units (kg), which we transformed to defined daily dosages/1000 inhabitants/day [ 2].
We then introduced a minimal spanning tree-based method to determine the final TEDG, in which we transformed the deconvoluted weights with a negative exponential function, and then calculated the minimal spanning tree with Prim's algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com