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Marat Nurtas

Observed names: M Nurtas, M. Nurtas, MARAT NURTAS, Nurtas, M., Nurtas, Marat, М. Нуртас
ORCID: 0000-0003-4351-0185
Observed ORCID: 0000-0003-4351-0185
OpenAlex ID: A5041692861
Modified UNet Model for Brain Stroke Lesion Segmentation on Computed Tomography Images
2022 · Batyrkhan Omarov, Azhar Tursynova, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 46
Earthquake time-series forecast in Kazakhstan territory: Forecasting accuracy with SARIMAX
2024 · Marat Nurtas, Zhumabek Zhantaev, et al. · Procedia Computer Science · 38
Predicting the Likelihood of an Earthquake by Leveraging Volumetric Statistical Data through Machine Learning Techniques
2023 · Marat Nurtas, Zhumabek Zhantaev, et al. · Engineered Science · 22
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Enhancing Geomagnetic Disturbance Predictions with Neural Networks: A Case Study on K-Index Classification
2025 · Aizhan Altaibek, Beibit Zhumabayev, et al. · Atmosphere · 13
Application of Finite Element Method for Solving Seismoacoustic Modeling Problems in Poroelastic Composite Media
2023 · M Nurtas, F Tokmukhamedova, et al. · Engineered Science · 12
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Development of a Long Short-Term Memory (LSTM)-Based Statistical Model for Earthquake Forecasting in Central Asia
2025 · Marat Nurtas, Aizhan Altaibek, et al. · IEEE Access · 11
Classifying Seismic Events Linked to Solar Activity: A Retrospective LSTM Approach Using Proton Density
2024 · Aizhan Altaibek, Marat Nurtas, et al. · Atmosphere · 11
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Enhancing Breast Cancer Detection with Dimensionality Reduction Techniques: A Study Using PCA and LDA on Wisconsin Breast Cancer Data
2024 · Gani Esen, Aizhan Altaibek, et al. · Procedia Computer Science · 11
Audio Surveillance: Detection of Audio-Based Emergency Situations
2021 · Zhandos Dosbayev, Rustam Abdrakhmanov, et al. · Communications in computer and information science · 11
Predictive System for Road Condition Monitoring based on Open Climate and Remote Sensing Data – A Case Study with Mountain Roads
2024 · Ainur Kairanbayeva, Zhumabek Zhantayev, et al. · Engineered Science · 10
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Investigation of the Temperature Regime of the Territory of the Semipalatinsk Polygon and Description of the Mathematical Model and Its Numerical Solution
2019 · Marat Nurtas, Zh.D. Baishemirov · NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN · 9
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Speech recognition for Kazakh language: a research paper
2024 · Galym Kapyshev, Marat Nurtas, et al. · Procedia Computer Science · 7
Improved calibration uncertainty assessment technique in coordinate metrology considering thermal influences
2021 · Meirbek Mussatayev, Meifa Huang, et al. · Metrology and Measurement Systems · 7
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Satellite based deep learning approaches for detecting environmental disasters across Kazakhstan
2025 · Marat Nurtas, Serik Nurakynov, et al. · Discover Applied Sciences · 6
The Efficacy of Autoencoders in the Utilization of Tabular Data for Classification Tasks
2024 · Aizhan Altaibek, Il’murat Tokhtakhunov, et al. · Procedia Computer Science · 6
Using of Machine Learning algorithm and Spectral method for simulation of Nonlinear Wave Equation
2020 · Marat Nurtas, Ydyrys Aizhan, et al. · International Conference on Engineering & MIS (ICEMIS) · 6
Analyzing historical seismic data for region-specific earthquake prediction through deep neural networks
2025 · Marat Nurtas, Aizhan Altaibek, et al. · Journal of Seismology · 5
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A Study on Deep Learning-Based Predictive Modeling of Vegetation Dynamics in Kazakhstan through the Integration of CNNs, RNNs, and Satellite Imagery for Ecological Monitoring
2025 · Aizhan Altaibek, Marat Nurtas, et al. · Engineering Technology & Applied Science Research · 5
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2-D Finite Element method using "eScript" for acoustic wave propagation
2020 · Marat Nurtas, Zharsbek Baishemirov, et al. · International Conference on Engineering & MIS (ICEMIS) · 5
Convolutional Neural Networks as a Method to Solve Estimation Problem of Acoustic Wave Propagation in Poroelastic Media
2020 · Marat Nurtas, Zharasbek Baishemirov, et al. · 5
Comparative Analysis of Deep Learning Architectures for Mineral Deposit Segmentation Using Multi-Modal Geophysical Data
2025 · Marat Nurtas, Alexander Fremd, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 3
Multi-Task Attention-Guided Deep Learning for Simultaneous Breast Cancer Detection and Density Estimation in Mammography
2025 · Gani Esen, Marat Nurtas, et al. · IEEE Access · 3
Machine Learning Methods for Phishing Attacks
2023 · Mirat Medelbekov, Marat Nurtas, et al. · Journal of problem in computer science and information technologies · 3
Machine Learning Methods for Phishing Attacks: Survey
2023 · Mirat Medelbekov, Marat Nurtas · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 3
Cyberbullying and Hate Speech Detection on Kazakh-Language Social Networks
2021 · Daniyar Sultan, Shynar Mussiraliyeva, et al. · IEEE International Conference on Big Data Security on Cloud, IEEE International Conference on High Performance and Smart Computing, and IEEE International Conference on Intelligent Data and Security (BigDataSecurity/HPSC/IDS) · 3
Works count: 56
Citation count: 280
H-index: 10
I10-index: 10
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