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<titleInfo><title>BNClassifier: Classifying boolean models by dynamic properties</title></titleInfo>

  
  
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<name type="personal">
  <namePart type="given">Nikola</namePart>
  <namePart type="family">Beneš</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Luboš</namePart>
  <namePart type="family">Brim</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Ondřej</namePart>
  <namePart type="family">Huvar</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Samuel</namePart>
  <namePart type="family">Pastva</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">07c5ea74-f61c-11ec-a664-aa7c5d957b2b</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0003-1993-0331</description></name>
<name type="personal">
  <namePart type="given">David</namePart>
  <namePart type="family">Šafránek</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>







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  <namePart>IST-BRIDGE: International postdoctoral program</namePart>
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<abstract lang="eng">Partially Specified Boolean Networks (PSBNs) represent a family of Boolean models resulting from possible interpretations of unknown update logics. Hybrid extension of CTL (HCTL) has the power to express complex dynamical phenomena, such as oscillations or stability. We present BNClassifier to classify Boolean Networks corresponding to a given PSBN according to criteria specified in HCTL. The implementation of the tool is fully symbolic (based on BDDs). The results are visualised using the machine-learning-based technology of decision trees.</abstract>

<originInfo><publisher>Springer Nature</publisher><dateIssued encoding="w3cdtf">2024</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>Computational Methods in Systems Biology</title></titleInfo>
  <identifier type="issn">0302-9743</identifier>
  <identifier type="eIssn">1611-3349</identifier>
  <identifier type="isbn">9783031716706</identifier>
  <identifier type="ISI">001333144400002</identifier><identifier type="doi">10.1007/978-3-031-71671-3_2</identifier>
<part><detail type="volume"><number>14971</number></detail><extent unit="pages">19-26</extent>
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<ista>Beneš N, Brim L, Huvar O, Pastva S, Šafránek D. 2024. BNClassifier: Classifying boolean models by dynamic properties. Computational Methods in Systems Biology. , LNBI, vol. 14971, 19–26.</ista>
<short>N. Beneš, L. Brim, O. Huvar, S. Pastva, D. Šafránek, in:, Computational Methods in Systems Biology, Springer Nature, 2024, pp. 19–26.</short>
<mla>Beneš, Nikola, et al. “BNClassifier: Classifying Boolean Models by Dynamic Properties.” &lt;i&gt;Computational Methods in Systems Biology&lt;/i&gt;, vol. 14971, Springer Nature, 2024, pp. 19–26, doi:&lt;a href=&quot;https://doi.org/10.1007/978-3-031-71671-3_2&quot;&gt;10.1007/978-3-031-71671-3_2&lt;/a&gt;.</mla>
<ama>Beneš N, Brim L, Huvar O, Pastva S, Šafránek D. BNClassifier: Classifying boolean models by dynamic properties. In: &lt;i&gt;Computational Methods in Systems Biology&lt;/i&gt;. Vol 14971. Springer Nature; 2024:19-26. doi:&lt;a href=&quot;https://doi.org/10.1007/978-3-031-71671-3_2&quot;&gt;10.1007/978-3-031-71671-3_2&lt;/a&gt;</ama>
<chicago>Beneš, Nikola, Luboš Brim, Ondřej Huvar, Samuel Pastva, and David Šafránek. “BNClassifier: Classifying Boolean Models by Dynamic Properties.” In &lt;i&gt;Computational Methods in Systems Biology&lt;/i&gt;, 14971:19–26. Springer Nature, 2024. &lt;a href=&quot;https://doi.org/10.1007/978-3-031-71671-3_2&quot;&gt;https://doi.org/10.1007/978-3-031-71671-3_2&lt;/a&gt;.</chicago>
<apa>Beneš, N., Brim, L., Huvar, O., Pastva, S., &amp;#38; Šafránek, D. (2024). BNClassifier: Classifying boolean models by dynamic properties. In &lt;i&gt;Computational Methods in Systems Biology&lt;/i&gt; (Vol. 14971, pp. 19–26). Springer Nature. &lt;a href=&quot;https://doi.org/10.1007/978-3-031-71671-3_2&quot;&gt;https://doi.org/10.1007/978-3-031-71671-3_2&lt;/a&gt;</apa>
<ieee>N. Beneš, L. Brim, O. Huvar, S. Pastva, and D. Šafránek, “BNClassifier: Classifying boolean models by dynamic properties,” in &lt;i&gt;Computational Methods in Systems Biology&lt;/i&gt;, 2024, vol. 14971, pp. 19–26.</ieee>
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