MAKING PSYCHOGRAPHIC DECISIONS FOR HEALTHY AND SICK PERSONS: QUANTUM GENETIC ALGORITHM, GRAPH NEURAL NETWORKS

Sergii Kulishov

doi:10.36074/logos-12.08.2022.51

Психологія та психіатрія

August 12, 2022; Zurich, Switzerland: III Міжнародна науково-практична конференція «GRUNDLAGEN DER MODERNEN WISSENSCHAFTLICHEN FORSCHUNG»

MAKING PSYCHOGRAPHIC DECISIONS FOR HEALTHY AND SICK PERSONS: QUANTUM GENETIC ALGORITHM, GRAPH NEURAL NETWORKS

Sergii Kulishov ⁺⁻

DOI: https://doi.org/10.36074/logos-12.08.2022.51
Опубліковано: 20.08.2022

Анотація

Quantum genetic algoritm, graph neural networks using for making decisions by psychography of healthy and sick persons are present in this publication.

Посилання

Demuth H.B., Beale M.H., De Jesus O. (2014) Neural Network Design. e-Book 2nd ed. Edition ISBN-10 ‏ : ‎ 0971732116 ISBN-13 ‏ : ‎ 978-0971732117
Dabek, F., Caban, J.J. (2015). A Neural Network Based Model for Predicting Psychological Conditions. In: Guo, Y., Friston, K., Aldo, F., Hill, S., Peng, H. (eds). Brain Informatics and Health. BIH 2015. Lecture Notes in Computer Science, vol. 9250. Springer, Cham. https://doi.org/10.1007/978-3-319-23344-4_25
Libin, A.V., Libin, A.V., Libin, V.V., (2008) Psychographic test: a constructive human figure of geometric shapes. Moscow: Eksmo.
Gärdenfors, P, Williams, M-A. (2015) Reasoning about Categories in Conceptual Spaces, Proceeding IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence, Morgan Kaufmann Publishers Inc. San Francisco, CA, (1), 385-392.
Kulishov, S.K. (2022) Psychographic Methodologies: diagnostic qualitative and quantitative characteristics of healthy and sick persons - Poltava: ResearchGate, RG. https://doi.org/10.13140/RG.2.2.28442.31688
Kozlowski, L. Shannon entropy calculator. www.shannonentropy.netmark.pl
Gao, J, Hu, J, Buckley, T, White, K, Hass, C (2011) Shannon and Renyi Entropies to Classify Effects of Mild Traumatic Brain Injury on Postural Sway. PLoS ONE 6(9): e24446. https://doi.org/10.1371/journal.pone.0024446
Shannon, C. (1948). A Mathematical Theory of Communication. Bell System Technical Journal 27, 329-423, 623-56.
Guiard, Y., Gori, J., Roy, Q., Rioul, O. (2017). Not Just Pointing: Shannon’s Information Theory as a General Tool for Performance Evaluation of Input Techniques. ⟨hal-02090158⟩
Reada ,S.J., Droutmana, V., Smitha, B.J., and Millera, L.C. (2019). Using Neural Networks as Models of Personality Process: A Tutorial. University of Southern California, Department of Psychology, University of Southern California, Los Angeles, CA 90089-1061, USA. Pers Individ Dif. 2019 January 1; 136: 52–67. doi: 10.1016/j

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Як цитувати

Kulishov , S. (2022). MAKING PSYCHOGRAPHIC DECISIONS FOR HEALTHY AND SICK PERSONS: QUANTUM GENETIC ALGORITHM, GRAPH NEURAL NETWORKS. Збірник наукових праць «ΛΌГOΣ», (August 12, 2022; Zurich, Switzerland), 163–168. https://doi.org/10.36074/logos-12.08.2022.51

Ця робота ліцензується відповідно до Creative Commons Attribution-ShareAlike 4.0 International License

[1] Demuth H.B., Beale M.H., De Jesus O. (2014) Neural Network Design. e-Book 2nd ed. Edition ISBN-10 ‏ : ‎ 0971732116 ISBN-13 ‏ : ‎ 978-0971732117

[2] Dabek, F., Caban, J.J. (2015). A Neural Network Based Model for Predicting Psychological Conditions. In: Guo, Y., Friston, K., Aldo, F., Hill, S., Peng, H. (eds). Brain Informatics and Health. BIH 2015. Lecture Notes in Computer Science, vol. 9250. Springer, Cham. https://doi.org/10.1007/978-3-319-23344-4_25

[3] Libin, A.V., Libin, A.V., Libin, V.V., (2008) Psychographic test: a constructive human figure of geometric shapes. Moscow: Eksmo.

[4] Gärdenfors, P, Williams, M-A. (2015) Reasoning about Categories in Conceptual Spaces, Proceeding IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence, Morgan Kaufmann Publishers Inc. San Francisco, CA, (1), 385-392.

[5] Kulishov, S.K. (2022) Psychographic Methodologies: diagnostic qualitative and quantitative characteristics of healthy and sick persons - Poltava: ResearchGate, RG. https://doi.org/10.13140/RG.2.2.28442.31688

[6] Kozlowski, L. Shannon entropy calculator. www.shannonentropy.netmark.pl

[7] Gao, J, Hu, J, Buckley, T, White, K, Hass, C (2011) Shannon and Renyi Entropies to Classify Effects of Mild Traumatic Brain Injury on Postural Sway. PLoS ONE 6(9): e24446. https://doi.org/10.1371/journal.pone.0024446

[8] Shannon, C. (1948). A Mathematical Theory of Communication. Bell System Technical Journal 27, 329-423, 623-56.

[9] Guiard, Y., Gori, J., Roy, Q., Rioul, O. (2017). Not Just Pointing: Shannon’s Information Theory as a General Tool for Performance Evaluation of Input Techniques. ⟨hal-02090158⟩

[10] Reada ,S.J., Droutmana, V., Smitha, B.J., and Millera, L.C. (2019). Using Neural Networks as Models of Personality Process: A Tutorial. University of Southern California, Department of Psychology, University of Southern California, Los Angeles, CA 90089-1061, USA. Pers Individ Dif. 2019 January 1; 136: 52–67. doi: 10.1016/j