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Alina Zh. Bugubayeva |
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Dissertation topic |
Data mining methods and algorithms for air pollution monitoring system |
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Domestic scientific consultant |
Saule Zh. Rakhmetullina, candidate of technical sciences, Hirsch index 3, Daulet Serikbayev East-Kazakhstan technical university, First Vice-Rector, Ethics and Anti-corruption Commissioner, Ust-Kamenogorsk, The Republic of Kazakhstan. Scopus Author ID: 56658733600. |
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Foreign scientific consultant |
Waldemar Wojcik, Doctor of Technical Sciences, Professor, Hirsch Index 23, Lublin Polytechnic University, Director of the Institute of Electronics and Information Technologies, Lublin, Poland. Scopus Author ID: 7005121594. |
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Main scientific results |
A review of research in the field of data mining on air pollution was carried out. A study of the main methods that are widespread for solving problems of environmental monitoring has been carried out. The neural network classification was chosen as the method used in the thesis. |
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Direct result |
The formalization of the tasks of obtaining, analysis and control of primary and summary data has been carried out, on its basis a model of the process of processing environmental monitoring data has been developed. A model of a subsystem with an artificial neural network has been built to assess the impact of air pollution on public health. To build a neural network model, the Matlab software package was used. |
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Scientific works |
1. Rakhmetullina S.Zh., Bugubayeva A.Zh. Primenenie tekhnologii Data Mining s celyu prognozirovaniya zagryazneniya atmosfernogo vozduha // Vestnik of Daulet Serikbayev East-Kazakhstan technical university. – 2018. – №4 – Ust-Kamenogorsk. 2. Rakhmetullina S.Zh., Baklanova O.E., Bugubayeva A.Zh. Vliyanie atmosfernyh uslovij na povedenie koncentracii vrednyh veshchestv v atmosfere regiona // Vestnik of Daulet Serikbayev East-Kazakhstan technical university. – 2019. – №4 – Ust-Kamenogorsk. 3. Rakhmetullina S.Zh., Baklanova O.E., Bugubayeva A.Zh., Dmitrieva T.S. Raschet ekologicheskoj opasnosti, svyazannoj s riskom vybrosov krupnyh promyshlennyh predpriyatij goroda Ust-Kamenogorsk // Vestnik of Daulet Serikbayev East-Kazakhstan technical university. – 2020. – №4 – Ust-Kamenogorsk. 4. DOI 10.51885/15614212_2020_4_144. |
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The Hirsch index
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Funded research projects |
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Level of foreign language proficiency |
