Review of Artificial Intelligence and Machine Learning Technologies: Classification, Restrictions, Opportunities and Challenges
Mukhamediev, Ravil I., Popova, Yelena, Kuchin, Yan, Zaitseva, Elena, Kalimoldayev, Almas, Symagulov, Adilkhan, Levashenko, Vitaly, Abdoldina, Farida, Gopejenko, Viktors, Yakunin, Kirill, Muhamedijeva, Elena, Yelis, Marina
Published in Mathematics (Basel) (01.08.2022)
Published in Mathematics (Basel) (01.08.2022)
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Journal Article
Estimation of the Water Level in the Ili River from Sentinel-2 Optical Data Using Ensemble Machine Learning
Mukhamediev, Ravil I., Terekhov, Alexey, Sagatdinova, Gulshat, Amirgaliyev, Yedilkhan, Gopejenko, Viktors, Abayev, Nurlan, Kuchin, Yan, Popova, Yelena, Symagulov, Adilkhan
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
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Journal Article
From Classical Machine Learning to Deep Neural Networks: A Simplified Scientometric Review
Mukhamediev, Ravil I., Symagulov, Adilkhan, Kuchin, Yan, Yakunin, Kirill, Yelis, Marina
Published in Applied sciences (01.06.2021)
Published in Applied sciences (01.06.2021)
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Journal Article
Review of Some Applications of Unmanned Aerial Vehicles Technology in the Resource-Rich Country
Mukhamediev, Ravil I., Symagulov, Adilkhan, Kuchin, Yan, Zaitseva, Elena, Bekbotayeva, Alma, Yakunin, Kirill, Assanov, Ilyas, Levashenko, Vitaly, Popova, Yelena, Akzhalova, Assel, Bastaubayeva, Sholpan, Tabynbaeva, Laila
Published in Applied sciences (01.11.2021)
Published in Applied sciences (01.11.2021)
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Journal Article
Coverage path planning optimization of heterogeneous UAVs group for precision agriculture
Mukhamediev, Ravil I., Yakunin, Kirill, Aubakirov, Margulan, Assanov, Ilyas, Kuchin, Yan, Symagulov, Adilkhan, Levashenko, Vitaly, Zaitseva, Elena, Sokolov, Dmitry, Amirgaliyev, Yedilkhan
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
One method of generating synthetic data to assess the upper limit of machine learning algorithms performance
Kuchin, Yan I., Mukhamediev, Ravil I., Yakunin, Kirill O.
Published in Cogent engineering (01.01.2020)
Published in Cogent engineering (01.01.2020)
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Journal Article
Classification of Logging Data Using Machine Learning Algorithms
Mukhamediev, Ravil, Kuchin, Yan, Yunicheva, Nadiya, Kalpeyeva, Zhuldyz, Muhamedijeva, Elena, Gopejenko, Viktors, Rystygulov, Panabek
Published in Applied sciences (01.09.2024)
Published in Applied sciences (01.09.2024)
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Journal Article
Soil Salinity Estimation for South Kazakhstan Based on SAR Sentinel-1 and Landsat-8,9 OLI Data with Machine Learning Models
Mukhamediev, Ravil I., Merembayev, Timur, Kuchin, Yan, Malakhov, Dmitry, Zaitseva, Elena, Levashenko, Vitaly, Popova, Yelena, Symagulov, Adilkhan, Sagatdinova, Gulshat, Amirgaliyev, Yedilkhan
Published in Remote sensing (Basel, Switzerland) (01.09.2023)
Published in Remote sensing (Basel, Switzerland) (01.09.2023)
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Journal Article
Application of Machine Learning Methods to Assess Filtration Properties of Host Rocks of Uranium Deposits in Kazakhstan
Kuchin, Yan, Mukhamediev, Ravil, Yunicheva, Nadiya, Symagulov, Adilkhan, Abramov, Kirill, Mukhamedieva, Elena, Zaitseva, Elena, Levashenko, Vitaly
Published in Applied sciences (01.10.2023)
Published in Applied sciences (01.10.2023)
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Journal Article
Exploring the health care system’s representation in the media through hierarchical topic modeling
Mukhamediev, Ravil I., Yelis, Marina, Yakunin, Kirill, Popova, Yelena, Kuchin, Yan, Symagulov, Adilkhan, Yunicheva, Nadiya, Zaitseva, Elena, Levashenko, Vitaly, Muhamedijeva, Elena, Gopejenko, Viktors, Mussabayev, Rustam
Published in Cogent engineering (31.12.2024)
Published in Cogent engineering (31.12.2024)
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Journal Article
Assessing the Impact of Expert Labelling of Training Data on the Quality of Automatic Classification of Lithological Groups Using Artificial Neural Networks
Kuchin, Yan, Mukhamediev, Ravil, Yakunin, Kirill, Grundspenkis, Janis, Symagulov, Adilkhan
Published in Applied Computer Systems (Online) (01.12.2020)
Published in Applied Computer Systems (Online) (01.12.2020)
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Journal Article
Using Pseudo-Color Maps and Machine Learning Methods to Estimate Long-Term Salinity of Soils
Mukhamediev, Ravil I, Terekhov, Alexey, Amirgaliyev, Yedilkhan, Popova, Yelena, Malakhov, Dmitry, Kuchin, Yan, Sagatdinova, Gulshat, Symagulov, Adilkhan, Muhamedijeva, Elena, Gricenko, Pavel
Published in Agronomy (Basel) (01.09.2024)
Published in Agronomy (Basel) (01.09.2024)
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Journal Article
Operational Mapping of Salinization Areas in Agricultural Fields Using Machine Learning Models Based on Low-Altitude Multispectral Images
Mukhamediev, Ravil, Amirgaliyev, Yedilkhan, Kuchin, Yan, Aubakirov, Margulan, Terekhov, Alexei, Merembayev, Timur, Yelis, Marina, Zaitseva, Elena, Levashenko, Vitaly, Popova, Yelena, Symagulov, Adilkhan, Tabynbayeva, Laila
Published in Drones (Basel) (01.06.2023)
Published in Drones (Basel) (01.06.2023)
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Journal Article
Determination of Reservoir Oxidation Zone Formation in Uranium Wells Using Ensemble Machine Learning Methods
Mukhamediev, Ravil I., Kuchin, Yan, Popova, Yelena, Yunicheva, Nadiya, Muhamedijeva, Elena, Symagulov, Adilkhan, Abramov, Kirill, Gopejenko, Viktors, Levashenko, Vitaly, Zaitseva, Elena, Litvishko, Natalya, Stankevich, Sergey
Published in Mathematics (Basel) (01.11.2023)
Published in Mathematics (Basel) (01.11.2023)
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Journal Article
Mass Media as a Mirror of the COVID-19 Pandemic
Yakunin, Kirill, Mukhamediev, Ravil I., Zaitseva, Elena, Levashenko, Vitaly, Yelis, Marina, Symagulov, Adilkhan, Kuchin, Yan, Muhamedijeva, Elena, Aubakirov, Margulan, Gopejenko, Viktors
Published in Computation (01.12.2021)
Published in Computation (01.12.2021)
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Journal Article
Analysis of the Correlation between Mass-Media Publication Activity and COVID-19 Epidemiological Situation in Early 2022
Yakunin, Kirill, Mukhamediev, Ravil I., Yelis, Marina, Kuchin, Yan, Symagulov, Adilkhan, Levashenko, Vitaly, Zaitseva, Elena, Aubakirov, Margulan, Yunicheva, Nadiya, Muhamedijeva, Elena, Gopejenko, Viktors, Popova, Yelena
Published in Information (Basel) (01.09.2022)
Published in Information (Basel) (01.09.2022)
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Journal Article
KazNewsDataset: Single Country Overall Digital Mass Media Publication Corpus
Yakunin, Kirill, Kalimoldayev, Maksat, Mukhamediev, Ravil I., Mussabayev, Rustam, Barakhnin, Vladimir, Kuchin, Yan, Murzakhmetov, Sanzhar, Buldybayev, Timur, Ospanova, Ulzhan, Yelis, Marina, Zhumabayev, Akylbek, Gopejenko, Viktors, Meirambekkyzy, Zhazirakhanym, Abdurazakov, Alibek
Published in Data (Basel) (01.03.2021)
Published in Data (Basel) (01.03.2021)
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Journal Article