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DSML.KZ
Researchers
MN

Marat Nurtas

@marat-nurtas
OpenAlex
publications
51
citations
228
h-index
9
Publications per year
1
0
0
1
3
4
1
5
6
22
8
20162026

3 in Q1 & CORE A*/ASJR · CORE

Publications51

  1. Earthquake time-series forecast in Kazakhstan territory: Forecasting accuracy with SARIMAX

    Talk · Procedia Computer Science · Open access

    382024

  2. Predicting the Likelihood of an Earthquake by Leveraging Volumetric Statistical Data through Machine Learning Techniques

    Article · Engineered Science · PDF

    222023

  3. Enhancing Geomagnetic Disturbance Predictions with Neural Networks: A Case Study on K-Index Classification

    Article · Atmosphere · Open access

    132025

  4. Application of Finite Element Method for Solving Seismoacoustic Modeling Problems in Poroelastic Composite Media

    Article · Engineered Science · PDF

    122023

  5. Development of a Long Short-Term Memory (LSTM)-Based Statistical Model for Earthquake Forecasting in Central Asia

    Article · IEEE Access · Open access

    112025

  6. Classifying Seismic Events Linked to Solar Activity: A Retrospective LSTM Approach Using Proton Density

    Article · Atmosphere · PDF

    112024

  7. Enhancing Breast Cancer Detection with Dimensionality Reduction Techniques: A Study Using PCA and LDA on Wisconsin Breast Cancer Data

    Talk · Procedia Computer Science · with Gani Esen · Open access

    112024

  8. Audio Surveillance: Detection of Audio-Based Emergency Situations

    Talk · Communications in computer and information science

    112021

  9. Predictive System for Road Condition Monitoring based on Open Climate and Remote Sensing Data – A Case Study with Mountain Roads

    Article · Engineered Science · PDF

    102024

  10. INVESTIGATION OF THE TEMPERATURE REGIME OF THE TERRITORY OF THE SEMIPALATINSK POLYGON AND DESCRIPTION OF THE MATHEMATICAL MODEL AND ITS NUMERICAL SOLUTION

    Article · NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN · PDF

    92019

  11. Speech recognition for Kazakh language: a research paper

    Talk · Procedia Computer Science · Open access

    72024

  12. Improved calibration uncertainty assessment technique in coordinate metrology considering thermal influences

    Article · Metrology and Measurement Systems · with Meirbek Mussatayev · PDF

    72021

  13. Satellite based deep learning approaches for detecting environmental disasters across Kazakhstan

    Article · Discover Applied Sciences · Open access

    62025

  14. The Efficacy of Autoencoders in the Utilization of Tabular Data for Classification Tasks

    Talk · Procedia Computer Science · Open access

    62024

  15. Using of Machine Learning algorithm and Spectral method for simulation of Nonlinear Wave Equation

    Talk · International Conference on Engineering & MIS

    62020

  16. Analyzing historical seismic data for region-specific earthquake prediction through deep neural networks

    Article · Journal of Seismology · PDF

    52025

  17. 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

    Article · Engineering Technology & Applied Science Research · PDF

    52025

  18. 2-D Finite Element method using "eScript" for acoustic wave propagation

    Talk · International Conference on Engineering & MIS

    52020

  19. CONVOLUTIONAL NEURAL NETWORKS AS A METHOD TO SOLVE ESTIMATION PROBLEM OF ACOUSTIC WAVE PROPAGATION IN POROELASTIC MEDIA

    Article

    52020

  20. Comparative Analysis of Deep Learning Architectures for Mineral Deposit Segmentation Using Multi-Modal Geophysical Data

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    32025

  21. Multi-Task Attention-Guided Deep Learning for Simultaneous Breast Cancer Detection and Density Estimation in Mammography

    Article · IEEE Access Q1 · with Gani Esen · Open access

    32025

  22. MACHINE LEARNING METHODS FOR PHISHING ATTACKS

    Article · Journal of problem in computer science and information technologies · Open access

    32023

  23. Machine Learning Methods for Phishing Attacks: Survey

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    32023

  24. Cyberbullying and Hate Speech Detection on Kazakh-Language Social Networks

    Talk · 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

    32021