Atıf İçin Kopyala
Erdogdu U., POLAT F., Alhajj R.
ARTIFICIAL INTELLIGENCE IN MEDICINE, cilt.83, ss.14-34, 2017 (SCI-Expanded)
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Yayın Türü:
Makale / Tam Makale
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Cilt numarası:
83
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Basım Tarihi:
2017
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Doi Numarası:
10.1016/j.artmed.2017.06.007
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Dergi Adı:
ARTIFICIAL INTELLIGENCE IN MEDICINE
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Derginin Tarandığı İndeksler:
Science Citation Index Expanded (SCI-EXPANDED), Scopus
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Sayfa Sayıları:
ss.14-34
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Anahtar Kelimeler:
Gene regulatory networks, Partially Observable Markov Decision, Processes, Control of gene regulatory networks, VALUE-ITERATION, EXPRESSION, INTERVENTION, MODELS, NOISE
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Orta Doğu Teknik Üniversitesi Adresli:
Evet
Özet
Objective: Formulate the induction and control of gene regulatory networks (GRNs) from gene expression data using Partially Observable Markov Decision Processes (POMDPs).