Methods for processing uncertainties in in solving dynamic planning problems

Bidyuk, Petro I.; Gozhyj, Aleksandr; Калініна, Ірина; Gozhyj, Victor

doi:10.1109/stc-csit.2017.8098757

Cited by 4 publications

(1 citation statement)

References 7 publications

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“…In the papers [8,9] the author presented a novel approach to solving the problem of task allocation among the agents which takes into account the restrictions on agents' communications and selfdiagnosis strategies for multinodular systems. In [10][11][12] the authors considered the issues of handling uncertainties in the problems of modeling and forecasting dynamic systems within the framework of the dynamic planning methodology. However, the proposed methods do not allow us to increase the efficiency of the genes and conditions grouping.…”

Section: Introductionmentioning

confidence: 99%

Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction

Babichev

Lytvynenko

Škvor

et al. 2018

2018 IEEE Second International Conference on Data Stream Mining &Amp; Processing (DSMP)

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The paper presents the information technology of gene expression profiles processing in order to reconstruct gene regulatory networks. The information technology is presented as a structural block-chart, which contains all stages of studied data processing. DNA microchips of patients, which were studied on different types of diseases, were used as experimental data. The relative criteria of validation for all reconstructed networks were calculated during simulation process. The obtained results show high efficiency of the proposed technology. High values of the validation criteria indicate a high level of the obtained gene networks objectivity.

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Section: Introductionmentioning

confidence: 99%