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DSML.KZ
Researchers
AS

Adai Shomanov

@adai-shomanov
OpenAlex
publications
36
citations
165
h-index
7
Publications per year
1
1
1
3
1
0
7
4
3
6
8
1
20152026

Publications36

  1. EAV: EEG-Audio-Video Dataset for Emotion Recognition in Conversational Contexts

    Scientific Data · PDF

    322024

  2. Deep Learning Methods for Interpretation of Pulmonary CT and X-ray Images in Patients with COVID-19-Related Lung Involvement: A Systematic Review

    Review · Journal of Clinical Medicine · PDF

    212023

  3. A Systematic Evaluation of Large Language Models and Retrieval-Augmented Generation for the Task of Kazakh Question Answering

    Article · Information · PDF

    182025

  4. The Development of a Kazakh Speech Recognition Model Using a Convolutional Neural Network with Fixed Character Level Filters

    Article · Big Data and Cognitive Computing · PDF

    132023

  5. MaLeFiSenta: Machine Learning for FilamentS Identification and Orientation in the ISM

    Article · IEEE Access · PDF

    112022

  6. Few-Shot Learning Approach for COVID-19 Detection from X-Ray Images

    Talk · International Conference on Electronics, Computer and Computation

    102021

  7. Breast cancer histopathology image classification using CNN

    Talk · International Conference on Electronics, Computer and Computation

    82021

  8. COMPARATIVE ANALYSIS OF MULTILINGUAL QA MODELS AND THEIR ADAPTATION TO THE KAZAKH LANGUAGE

    Article · Scientific Journal of Astana IT University · PDF

    72024

  9. Deep Neural Network Classification Models for COVID-19 Detection in X-ray Images

    Talk · International Conference on Electronics, Computer and Computation

    62021

  10. Aspects of assessment of ecological impact of an ash-sludge collector of pavlodar aluminum plant (Kazakhstan)

    Article · Tájökológiai Lapok · PDF

    62019

  11. Development and Evaluation of a Small Kazakh Language Corpus to Improve the Efficiency of Multilingual NLP Systems in Low-Resource Environments

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    42025

  12. Multidimensional Visualization and AI-Driven Prediction Using Clinical and Biochemical Biomarkers in Premature Cardiovascular Aging

    Article · Biomedicines · PDF

    32025

  13. Application of mHealth Technologies to Improve Self-Control of Children and Adolescents with Type 1 Diabetes

    Talk · IEEE International Symposium on Medical Measurements and Applications

    32022

  14. PGAS Approach to Implement Mapreduce Framework Based on UPC Language

    Talk · Lecture notes in computer science

    32017

  15. Next-generation BCI spellers: a comparative study of ERP responses and fatigue in mixed, virtual, and desktop realities

    Article · Virtual Reality · Open access

    22025

  16. Multilingual QA-RAG: Evaluating LLMs' Contradiction Handling in English and Kazakh

    Talk · ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing

    22025

  17. CT Image Classification Based on Stacked Ensemble Of Convolutional Neural Networks

    Talk · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

    22022

  18. IMAGE SEGMENTATION ALGORITHM FOR FILAMENTARY STRUCTURES DETECTION

    Article · Eurasian Journal of Mathematical and Computer Applications

    22021

  19. A Novel Binary BCI Systems Based on Non-oddball Auditory and Visual Paradigms

    Talk · Lecture notes in computer science

    22021

  20. BCI Speller on Smartphone Device with Diminutive-Sized Visual Stimuli

    Talk · Communications in computer and information science

    22021

  21. Parallel news clustering and topic modeling approaches

    Talk · Journal of Physics Conference Series · PDF

    22021

  22. Design and Simulation of a New Coaxial Probe for Near Field Scanning Optical Microscopy

    Article · Materials Today Proceedings

    22018

  23. Enhancing Question Answering for Low-Resource Languages: The Case of Kazakh Language

    Talk · IEEE/ACM International Conference on Utility and Cloud Computing

    12025

  24. BALANCING SPEED AND PERFORMANCE WITH LAYER FREEZING STRATEGIES FOR TRANSFORMER MODELS

    Article · Scientific Journal of Astana IT University · PDF

    12025