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DSML.KZ
Researchers
ZU

Zhanat Umarova

@zhanat-umarova
OpenAlex
publications
40
citations
93
h-index
4
Publications per year
1
1
1
0
5
2
0
1
1
5
1
3
2
6
3
8
20112026

Publications40

  1. Use of the Naive Bayes Classifier Algorithm in Machine Learning for Student Performance Prediction

    Article · International Journal of Information and Education Technology · PDF

    392024

  2. Developing the Professional Competence of Future Chemistry Teachers through Digital Technologies: A Case Study of Kazakhstan

    Article · International Journal of Information and Education Technology · PDF

    112024

  3. Integration of Collaborative Filtering Into Naive Bayes Method to Enhance Student Performance Prediction

    Article · International Journal of Information and Communication Technology Education · Open access

    92024

  4. The Impact of the SAMR Model with IT-Enhanced Tools on Student Performance

    Article · International Journal of Information and Education Technology · PDF

    82025

  5. Construction of automated optimal control systems with elements of artificial intelligence

    Article · IAES International Journal of Robotics and Automation · PDF

    32023

  6. A SECURITY MODEL BASED ON BLOCKCHAIN SMART CONTRACTS FOR IMPROVE AUTHENTICATION ON THE INTERNET OF THINGS

    Article · Azerbaijan Journal of High Performance Computing · PDF

    32020

  7. Algorithm for Solving the Model of Multistage Hollow Fiber Membrane Systems and the Identification of Model Parameters

    Talk · Communications in computer and information science

    32011

  8. Integration of genetic algorithm and mesoscopic modeling for the optimization of membrane separation processes

    Article · Bulletin of Electrical Engineering and Informatics · PDF

    22024

  9. Mathematical and computer simulation of particle redistribution and inertial swarming in dispersed systems

    Article · Indonesian Journal of Electrical Engineering and Computer Science · PDF

    22022

  10. Mathematical modeling and algorithm for calculation of thermocatalytic process of producing nanomaterial

    Article · Indonesian Journal of Electrical Engineering and Computer Science · PDF

    22021

  11. Load Distribution and Determination of Loss Probability in Asynchronous Network

    Article · Iranian Journal of Science and Technology Transactions A Science

    22020

  12. Analysis and Calculation of the Probability Selectivity Using the Modern Distributed Algorithms

    Article · International Journal of Distributed Systems and Technologies

    22020

  13. INTRODUCING A NEW INTRUSION DETECTION METHOD IN THE SDN NETWORK TO INCREASE SECURITY USING DECISION TREE AND NEURAL NETWORK

    Article · Azerbaijan Journal of High Performance Computing · PDF

    22019

  14. Optimization and control algorithm for calculating separating membranes pore shapes

    Article · Indonesian Journal of Electrical Engineering and Computer Science · PDF

    12023

  15. Modeling Of The Pores Form Influence On The Hydraulic Resistance Of Membranes And Their Permeability

    Talk · Journal of Physics Conference Series · PDF

    12015

  16. Mathematical model and calculation algorithm of micro and meso levels of separation process of gaseous mixtures in molecular sieves

    Talk · AIP conference proceedings

    12015

  17. Modeling of the Selecting Optimum Cross Section of Open Canals

    Article · Applied Mathematics & Information Sciences

    12015

  18. Modeling of high-intensity expert system of the catalytic oxidation reactor of phosphorous gases

    Talk · IEEE International Conference on Semiconductor Electronics

    12012

  19. A HYBRID MACHINE LEARNING APPROACH FOR REAL-TIME FORECASTING OF MINUTE-LEVEL SEISMIC SIGNAL AMPLITUDES

    Article · Vestnik of M Kozybayev North Kazakhstan University · PDF

    —2026

  20. An explainable AI approach based on XGBoost for leadership index prediction

    Article · Bulletin of the National Engineering Academy of the Republic of Kazakhstan · PDF

    —2026

  21. A PARTIALLY CONTROLLED EVALUATION PROTOCOL FOR TRAJECTORY FORECASTING MODELS: RETHINKING COMPARABILITY IN DEEP LEARNING BENCHMARKS

    Article · Вестник КазАТК · PDF

    —2026

  22. AI-TPACK-LX: Reproducible Psychometric Analysis

    Code · Zenodo · Open access

    —2026

  23. Recycled Polymer Orthoses for Post-Stroke Neurorehabilitation in Kazakhstan: Development and Biomechanical Evaluation of Low-Cost 3D-Printed Orthoses

    Preprint · Zenodo · Open access

    —2026

  24. Dimensionless description of non-isothermal fixed-bed catalytic reactors

    Article · Bulletin of Electrical Engineering and Informatics · PDF

    —2026