Copy For Citation
Erdogdu U., POLAT F., Alhajj R.
ARTIFICIAL INTELLIGENCE IN MEDICINE, vol.83, pp.14-34, 2017 (SCI-Expanded)
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Publication Type:
Article / Article
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Volume:
83
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Publication Date:
2017
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Doi Number:
10.1016/j.artmed.2017.06.007
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Journal Name:
ARTIFICIAL INTELLIGENCE IN MEDICINE
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Journal Indexes:
Science Citation Index Expanded (SCI-EXPANDED), Scopus
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Page Numbers:
pp.14-34
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Keywords:
Gene regulatory networks, Partially Observable Markov Decision, Processes, Control of gene regulatory networks, VALUE-ITERATION, EXPRESSION, INTERVENTION, MODELS, NOISE
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Middle East Technical University Affiliated:
Yes
Abstract
Objective: Formulate the induction and control of gene regulatory networks (GRNs) from gene expression data using Partially Observable Markov Decision Processes (POMDPs).