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DSML.KZ
Researchers
AM

Assel Mukasheva

@assel-mukasheva
OpenAlex
publications
85
citations
263
h-index
9
Publications per year
1
1
0
1
0
3
1
5
9
8
17
19
20
20142026

Publications85

  1. Quantitative Comparison of Machine Learning Clustering Methods for Tuberculosis Data Analysis

    Talk · International Conference on Communications, Information, Electronic and Energy Systems · PDF

    322024

  2. Comparison evaluation of unet-based models with noise augmentation for breast cancer segmentation on ultrasound image

    Article · Eastern-European Journal of Enterprise Technologies · PDF

    192023

  3. Modification of U-Net with Pre-Trained ResNet-50 and Atrous Block for Polyp Segmentation: Model TASPP-UNet

    Talk · International Conference on Electronics, Engineering Physics and Earth Science · Open access

    182024

  4. Automatic cancer nuclei segmentation on histological images: comparison study of deep learning methods

    Article · Biotechnology and Bioprocess Engineering

    182024

  5. Performance Analysis of Scaling NoSQL vs SQL: A Comparative Study of MongoDB, Cassandra, and PostgreSQL

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    162023

  6. Comparative Analysis of Hadoop and Spark Performance for Real-time Big Data Smart Platforms Utilizing IoT Technology in Electrical Facilities

    Article · Journal of Electrical Engineering and Technology

    132024

  7. Forecasting the Prevalence of Diabetes Mellitus Using Econometric Models

    Article · Diabetes Therapy · PDF

    122019

  8. A Review of Deep Learning Approaches Based on Segment Anything Model for Medical Image Segmentation

    Review · Bioengineering · PDF

    102025

  9. Adapting to the AI Disruption: Reshaping the IT Landscape and Educational Paradigms

    Talk · Communications in computer and information science · PDF

    102025

  10. Ant Colony Optimization Algorithm for Feature Selection in Suspicious Transaction Detection System

    Talk · International Conference on Communications, Information, Electronic and Energy Systems · PDF

    92024

  11. The Development of a Secure Internet Protocol (IP) Network Based on Asterisk Private Branch Exchange (PBX)

    Article · Applied Sciences · PDF

    92023

  12. Classification of Skin Lesions using PyQt5 and Deep Learning Methods

    Talk · International Conference on Communications, Information, Electronic and Energy Systems

    72024

  13. Research of the Regression Analysis Methods for Predicting the Growth of Patients with Diabetes Mellitus

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    72021

  14. Development of the Information System Based on BigData Technology to Support Endocrinologist-Doctors

    Talk · International Conference on Energy Efficiency and Agricultural Engineering

    72020

  15. Comparative Analysis of the Predictive Risk Assessment Modeling Technique Using Artificial Intelligence

    Article · Journal of Electrical Engineering and Technology

    62025

  16. A Comparative Study of Machine Learning and Large Language Models for SQL and NoSQL Injection Vulnerability Detection

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    62025

  17. Machine learning methods and algorithms for predicting congenital heart pathologies

    Talk · IEEE International Conference on Application of Information and Communication Technologies

    62023

  18. Uploading Unstructured Data to MONGODB Using the NoSQLBooster Tool

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    62021

  19. Analysis of Loss Functions for Colorectal Polyp Segmentation Under Class Imbalance

    Talk · International Conference on Electronics, Engineering Physics and Earth Science · PDF

    52025

  20. The Prevalence of Diabetes in the Republic of Kazakhstan Based on Regression Analysis Methods

    Article · International Journal of Health and Medical Sciences

    52019

  21. Mapping Trafficking Networks: A Data-Driven Approach to Disrupt Human Trafficking Post Russia-Ukraine Conflict

    Talk · Communications in computer and information science · PDF

    42025

  22. Models and methods of digital mechanisms in anti-corruption, their advantages and disadvantages, and applications

    Talk · IOP Conference Series Materials Science and Engineering · PDF

    42022

  23. Predictive pricing models to classify potential customers using data-driven approaches

    Talk · AIP conference proceedings

    42022

  24. Predicting Specific Anomaly Results using Machine Learning Algorithms

    Talk · IEEE International Conference on Consumer Electronics-Asia

    32025