Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: TaBooN -- Boolean Network Synthesis Based on Tabu Search   Recent developments in Omics-technologies revolutionized the investigation of
biology by producing molecular data in multiple dimensions and scale. This
breakthrough in biology raises the crucial issue of their interpretation based
on modelling. In this undertaking, network provides a suitable framework for
modelling the interactions between molecules. Basically a Biological network is
composed of nodes referring to the components such as genes or proteins, and
the edges/arcs formalizing interactions between them. The evolution of the
interactions is then modelled by the definition of a dynamical system. Among
the different categories of network, the Boolean network offers a reliable
qualitative framework for the modelling. Automatically synthesizing a Boolean
network from experimental data therefore remains a necessary but challenging
issue. In this study, we present taboon, an original work-flow for synthesizing
Boolean Networks from biological data. The methodology uses the data in the
form of Boolean profiles for inferring all the potential local formula
inference. They combine to form the model space from which the most truthful
model with regards to biological knowledge and experiments must be found. In
the taboon work-flow the selection of the fittest model is achieved by a
Tabu-search algorithm. taboon is an automated method for Boolean Network
inference from experimental data that can also assist to evaluate and optimize
the dynamic behaviour of the biological networks providing a reliable platform
for further modelling and predictions.

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The categories of this paper are: q-fin
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The categories of this paper are: astro-ph
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The categories of this paper are: solv-int
36
The categories of this paper are: cmp-lg
2
The categories of this paper are: math
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The categories of this paper are: dg-ga
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The categories of this paper are: adap-org
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The categories of this paper are: chao-dyn
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The categories of this paper are: funct-an
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The categories of this paper are: hep-ex
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The categories of this paper are: ao-sci
37
The categories of this paper are: supr-con
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The categories of this paper are: acc-phys
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The categories of this paper are: math-ph
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The categories of this paper are: nucl-th
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The categories of this paper are: cond-mat