Author's publications
Mansurova, M.
Total publications
107
Years active
6
Publication types
4
2026 (11)
- A Lightweight Edge-AI System for Disease Detection and Three-Level Leaf Spot Severity Assessment in Strawberry Using YOLOv10n and MobileViT-S
- Research themes and trends in the field of blockchain engineering: a topic modelling analysis
- SFSCANet: A Cropland Change Detection Method Based On Spatial-Frequency Domain Synergy And Scale Change Awareness
- When Data Is Scarce: Training a Kazakh Speech Language Model from Discrete Units
- NER: Noise-aware enhancement-assisted real-time detection transformer for pavement damage detection in hazy and low-light environment
- Multi-Objective Optimization and Federated Learning for Agri-Food Supply Chains via Dynamic Heterogeneous Graph Neural Networks
- Informer–UNet: A Hybrid Deep Learning Framework for Multi-Point Soil Moisture Prediction and Precision Irrigation in Winter Wheat
- FDFENet: Cropland Change Detection in Remote Sensing Images Based on Frequency Domain Feature Exchange and Multiscale Feature Enhancement
- Hierarchical Fuzzy-Enhanced Soft-Constrained Model Predictive Control for Curvilinear Path Tracking in Autonomous Agricultural Machines
- Efficiency of Parallel Machine Learning Algorithms on Multiprocessor and GPU Architectures
- Interpretable Diagnosis of Pulmonary Emphysema on Low-Dose CT Using ResNet Embeddings
2025 (20)
- The Development of Small-Scale Language Models for Low-Resource Languages, with a Focus on Kazakh and Direct Preference Optimization
- Multidimensional Visualization and AI-Driven Prediction Using Clinical and Biochemical Biomarkers in Premature Cardiovascular Aging
- Design and Optimization of an Internet of Things-Based Cloud Platform for Autonomous Agricultural Machinery Using Narrowband Internet of Things and 5G Dual-Channel Communication
- Make Large Language Models Efficient: A Review
- AgriLiteNet: Lightweight Multi-Scale Tomato Pest and Disease Detection for Agricultural Robots
- Prediction and analysis of cardiovascular diseases based on ECG images using computer vision algorithms
- AgriPath: a robust multi-objective path planning framework for agricultural robots in dynamic field environments
- An AI-Driven Smart Digital Assistant Bot for Improving Student Support Services
- Optimization of Neural Network Models of Computer Vision for Biometric Identification on Edge IoT Devices
- Exploring the Impact of Students’ Prompt Engineering on GPT’s Performance: A Blockchain-Focused Automatic Term Extraction Experiment
- Enhancing U-Net Segmentation Accuracy Through Comprehensive Data Preprocessing
- Multimodal Computational Approach for Forecasting Cardiovascular Aging Based on Immune and Clinical–Biochemical Parameters
- A Predictive Model of Cardiovascular Aging by Clinical and Immunological Markers Using Machine Learning
- Research on the Application of Large Language Models (LLM) for Improving Recruitment Efficiency and Accuracy
- Parameter-Efficient Fine-Tuning of LLaMA 2 for the Kazakh Language: Advancing Low-Resource Language Models
- Adaptive Multidimensional E-Learning Systems
- Analysis of alternative controller structures for modeling and controlling a multi-channel water plant
- Predicting Cardiovascular Aging Risk Based on Clinical Data Through the Integration of Mathematical Modeling and Machine Learning
- Analyzing the Efficacy of Pose Recognition, YOLOv3, and Deep Learning Techniques for Human Activity Recognition
- LLM Agents for Enhanced Tabular Data Interpretation: A Perspective
2024 (28)
- Assessing Student Quality of Life: Analysis of Key Influential Factors
- Constructing Knowledge Graph in Blockchain Teaching Program Using Formal Concept Analysis
- Development and research of a remote patient monitoring system
- The physical, social, and mental conditions of machine learning in student health evaluation
- The Performance and Clinical Applicability of HER2 Digital Image Analysis in Breast Cancer: A Systematic Review
- Blockchain concept for the educational purposes: bibliometric analysis and conceptual structure
- MORPHOLOGICAL PARSING OF KAZAKH TEXTS WITH DEEP LEARNING APPROACHES
- Integrating IoT and Machine Learning for Advanced Chemoresistive Sensor Development in Smart Lab Environments
- AI-Powered Traffic Management for Busy Intersections
- Development of Aggregated Sustainability Indicators for Quality of Life Evaluations in Urban Areas of the Republic of Kazakhstan
- Investigation of linear models for control of water flow and temperature in a water supply system
- M2M Interface for IoT Traffic Light with Computer Vision and AnyLogic PLE
- Machine Learning-Based Synonymous Word Detection in Kazakh
- Epidemiological parameters and monitoring of analysis of treatment of children and adolescents with type 1 diabetes mellitus in insulin pump therapy with modified educational program
- Development of a wearable monitor to identify stress levels using internet of things
- Development of a patient health monitoring system based on the internet of things with a module for predicting vital signs
- Prototype of a watering autonomous mobile robot for mini greenhouse with manipulator and computer vision
- Named Entity Recognition from Kazakh Speech
- Research on Improving the Quality of Life of Students Using Machine Learning and Developing a Digital Health Profile
- Auto-Start Solution with Neural Video Vision for Powering Up Traffic Management
- Analyzing the Application of Digital Twin Technology in Manufacturing Processes
- Smart traffic lights with video vision based on a control minicomputer in Kazakhstani megacities
- Decision-Making System for Electric Vehicle Management by Integrating Smart Technologies and Local Characteristics
- Smart sensors and IoT applied in Digital Twin for Industry 4.0
- Multi-Level Intelligent Control System For Inter-Vehicle Communication Between Smart Traffic Lights With Computer Vision and Autonomous Electric Vehicles
- Random access memory page caching: a strategy for enhancing shared virtual memory multicomputer systems performance
- Text to SQL Transformation Using LLM: A Comparative Research of T5, Seq2Seq, and SQLNet Models
- Comparison of the parameters of a flat solar collector with a tubular collector to ensure energy flexibility in smart buildings
2023 (17)
- Adaptive City Traffic Lights As Collective IoT Devices
- Comparative Analysis of Human Action Recognition Classification for Ambient Assisted Living
- The Development of a Kazakh Speech Recognition Model Using a Convolutional Neural Network with Fixed Character Level Filters
- Ethereum-Based Information System for Digital Higher Education Registry and Verification of Student Achievement Documents
- Combinatorial Aspect of Code Restructuring for Virtual Memory Computer Systems Under WS Swapping Strategy
- Ontology-Driven Semantic Analysis of Tabular Data: An Iterative Approach with Advanced Entity Recognition
- PARALLELIZATION METHOD TO SPEED UP THE TRACK RECONSTRUCTION PROGRAM IN THE SPD NICA EXPERIMENT
- Algorithm for Enhancing Event Reconstruction Efficiency by Addressing False Track Filtering Issues in the SPD NICA Experiment
- The Classification System of Vehicles on Road Structures Using Artificial Intelligence
- Disposal of Solid Household Waste Using Computer Vision
- The Development of a Water Resource Monitoring Ontology as a Research Tool for Sustainable Regional Development
- Design and Development of IoT Based Medical Cleanroom
- EXPERIMENTAL ANALYSIS OF A SOLAR WATER HEATER WITH A THERMOSIPHONE FOR DOMESTIC APPLICATIONS IN THE SOUTH-EAST OF KAZAKHSTAN
- Coordinate Robot for Smart Search and Recognition by QR Code of Preparations of a Pharmacy Warehouse
- Robotization of Transport Logistics of the Surgical Department of the Hospital
- TableProcessor: The Tool for the Analysis and the Interpretation of Web Tables to Create the Geo Knowledge Base of Kazakhstan
- Therapy Goal Achievement in Children and Adolescents with Type 1 Diabetes Mellitus in Insulin Pump Therapy Depending on the Glucose Monitoring and Educational Programs
2022 (13)
- A Personalized mHealth Monitoring System for Children and Adolescents with T1 Diabetes by Utilizing IoT Sensors and Assessing Physical Activities
- Application of mHealth Technologies to Improve Self-Control of Children and Adolescents with Type 1 Diabetes
- Design of IoT Based Patient Health Monitoring System
- NMF-based approach to automatic term extraction
- Methods for Measuring EMC in Telecommunications Systems
- Traffic Management in Smart City
- Improvement of HVAC System Using the Intelligent Control System
- Design and Development of Pipeline of Preprocessing Tools for Kazakh Language Texts
- Towards to sustainability of education: the mutual cooperation with partners in Smart city project
- Study of Non-Invasive Methods of Measuring Glucose for Patients with Diabetes Mellitus
- QURMA: A TABLE EXTRACTION PIPELINE FOR KNOWLEDGE BASE POPULATION
- Pre-processing of CT Images of the Lungs
- Simulation Model for Online Prediction of Increased Passenger Flow at Almaty Metro Stations
2021 (18)
- The Problem of Named Entities Unification based on Geographical Ontologies
- Technologies for automation creation of an ontology of urbanonyms in the aspect of historical changes (on the example of Almaty)
- Understanding Bike Sharing Stations Usage with Chi-Square Statistics
- Smart greenhouse and plant growth control
- Data Analysis for the Student Health Digital Profile
- Named Entity Extraction Model Based on the Random Walk Method
- Monitoring System of Seismo Dynamics of Rocks for Recording Earthquake Precursors
- MACHINE LEARNING APPROACH TO PREDICT SIGNIFICANT WAVE HEIGHT
- Design and Development of Student Digital Health Profile
- Health Monitoring System Using Internet of Things
- KazRivDyn: Toolkit for Measuring the Dynamics of Kazakhstan Rivers with a Graphics Based on Google Earth Engine
- Parallel news clustering and topic modeling approaches
- Development of the information system for the Kazakh language preprocessing
- Algorithmic Approach to Building a Route for the Removal of Household Waste with Associated Additional Loads in the “Smart Clean City” Project
- Development of Web Application for Visualizing City Emergencies
- Multiple Pseudo-Local Feedbacks for Controlling High-Order Oscillatory Objects
- Emulation of x86 Computer on FPGA
- Interaction of Adjacent Smart Traffic Lights During Traffic Jams at an Intersection