Visualization and cognitive graphics in scientific research; PalArch's Journal of Archaeology of Egypt/Egyptology; Vol. 17, iss. 10
| Parent link: | PalArch's Journal of Archaeology of Egypt/Egyptology Vol. 17, iss. 10.— 2020.— [P. 1606-1618] |
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| Autor corporatiu: | |
| Altres autors: | , , , , , , |
| Sumari: | Title screen The aim of the research is to apply methods of structural analysis of multidimensional data using different approaches to visualizing the results of experimental studies. To solve applied 1607 problems, the authors used NovoSparkVisualizer (demo) system, as well as the R scripting language. The leading approach to the study of this problem is the mapping of multidimensional experimental data in the form of generalized graphic images on the basis of original methods and approaches developed by the authors. The paper presents the results of solving two applied problems illustrating the effectiveness of the method for visualization of multidimensional experimental data: 1) analysis of the dynamics of the physiological state of pregnant women; 2) study of breathing parameters in patients with bronchial asthma. In the first case, the use of cognitive graphics tools made it possible to propose an effective way of displaying the dynamics of the state of the bio-object (for example, comparing the patient's condition before and after treatment). In the second case, it helped to reveal some previously unknown patterns of physiological response of the bronchial-pulmonary system to psycho-physiological exposure. The results of the research allow the authors to state that the methods and approaches presented in the paper can be regarded as promising directions in the analysis and presentation of multidimensional experimental data. |
| Idioma: | anglès |
| Publicat: |
2020
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| Matèries: | |
| Accés en línia: | https://www.archives.palarch.nl/index.php/jae/article/view/4876 |
| Format: | Electrònic Capítol de llibre |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=664387 |
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| 200 | 1 | |a Visualization and cognitive graphics in scientific research |f O. G. Berestneva, I. A. Lyzin, K. A. Sharopin [et al.] | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: 23 tit.] | ||
| 330 | |a The aim of the research is to apply methods of structural analysis of multidimensional data using different approaches to visualizing the results of experimental studies. To solve applied 1607 problems, the authors used NovoSparkVisualizer (demo) system, as well as the R scripting language. The leading approach to the study of this problem is the mapping of multidimensional experimental data in the form of generalized graphic images on the basis of original methods and approaches developed by the authors. The paper presents the results of solving two applied problems illustrating the effectiveness of the method for visualization of multidimensional experimental data: 1) analysis of the dynamics of the physiological state of pregnant women; 2) study of breathing parameters in patients with bronchial asthma. In the first case, the use of cognitive graphics tools made it possible to propose an effective way of displaying the dynamics of the state of the bio-object (for example, comparing the patient's condition before and after treatment). In the second case, it helped to reveal some previously unknown patterns of physiological response of the bronchial-pulmonary system to psycho-physiological exposure. The results of the research allow the authors to state that the methods and approaches presented in the paper can be regarded as promising directions in the analysis and presentation of multidimensional experimental data. | ||
| 461 | |t PalArch's Journal of Archaeology of Egypt/Egyptology | ||
| 463 | |t Vol. 17, iss. 10 |v [P. 1606-1618] |d 2020 | ||
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a visualization methods | |
| 610 | 1 | |a cognitive graphics | |
| 610 | 1 | |a cluster analysis | |
| 610 | 1 | |a spectral representations | |
| 610 | 1 | |a визуализация | |
| 610 | 1 | |a когнитивная графика | |
| 610 | 1 | |a кластерный анализ | |
| 610 | 1 | |a спектральные представления | |
| 701 | 1 | |a Berestneva |b O. G. |c specialist in the field of informatics and computer technology |c Professor of Tomsk Polytechnic University, Doctor of technical sciences |f 1953- |g Olga Grigorievna |3 (RuTPU)RU\TPU\pers\30927 |9 15165 | |
| 701 | 1 | |a Lyzin |b I. A. |c Specialist in the field of informatics and computer technology |c Programmer of Tomsk Polytechnic University |f 1993- |g Ivan Alexandrovich |3 (RuTPU)RU\TPU\pers\45839 |9 21998 | |
| 701 | 1 | |a Sharopin |b K. A. |c специалист в области информатики и вычислительной техники |c доцент Томского политехнического университета, кандидат технических наук |f 1972- |g Konstantin Aleksandrovich |3 (RuTPU)RU\TPU\pers\27093 | |
| 701 | 1 | |a Berestneva |b E. V. |c specialist in the field of informatics and computer technology |c programmer of Tomsk Polytechnic University |f 1991- |g Elena Viktorovna |3 (RuTPU)RU\TPU\pers\36435 |9 19489 | |
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| 701 | 1 | |a Petrova |b L. A. |g Lyudmila | |
| 701 | 1 | |a Stepanenko |b N. P. |g Nina Petrovna | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет |b Инженерная школа информационных технологий и робототехники |c 2017- |x TPU |7 ca |8 rus |9 28330 |
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