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Aliya Nugumanova

Observed names: A. B. Nugumanova, A. Nugumanova, A.B. Nugumanova, Aliya B. Nugumanova, Nugumanova, Aliya, А.Б. Нугуманова
ORCID: 0000-0001-5522-4421
Observed ORCID: 0000-0001-5522-4421
OpenAlex ID: A5088617921
QA-RAG: Exploring LLM Reliance on External Knowledge
2024 · Aigerim Mansurova, Aiganym Mansurova, et al. · Big Data and Cognitive Computing · 67
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NMF-based approach to automatic term extraction
2022 · Aliya Nugumanova, Darkhan Akhmed-Zaki, et al. · Expert Systems with Applications · 32
Crop classification using UAV multispectral images with gray-level co-occurrence matrix features
2024 · Almas Alzhanov, Aliya Nugumanova · Procedia Computer Science · 26
Development of a Question Answering Chatbot for Blockchain Domain
2023 · Aigerim Mansurova, Aliya Nugumanova, et al. · Scientific Journal of Astana IT University · 21
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A Multispectral UAV Imagery Dataset of Wheat, Soybean and Barley Crops in East Kazakhstan
2023 · Almasbek Maulit, Aliya Nugumanova, et al. · Data · 19
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A Systematic Evaluation of Large Language Models and Retrieval-Augmented Generation for the Task of Kazakh Question Answering
2025 · Aigerim Mansurova, Arailym Tleubayeva, et al. · Information · 18
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From Raw GPS to GTFS: A Real-World Open Dataset for Bus Travel Time Prediction
2025 · Aigerim Mansurova, Aigerim Mussina, et al. · Data · 17
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Sentiment Analysis of Reviews in Kazakh With Transfer Learning Techniques
2022 · Aliya Nugumanova, Yerzhan Baiburin, et al. · IEEE International Conference on Smart Information Systems and Technologies (SIST) · 12
Обогащение модели bag of words семантическими связями для повышения качества классификации текстов предметной области
2016 · А.Б. Нугуманова, И.А. Бессмертный, et al. · Международный журнал Программные продукты и системы · 12
Automatic Generation of Concept Maps based on Collection of Teaching Materials
2015 · Aliya Nugumanova, Madina Mansurova, et al. · International Conference on Data Science, Technology and Applications (DATA) · 12
Applying the Latent Semantic Analysis to the Issue of Automatic Extraction of Collocations from the Domain Texts
2013 · Aliya Nugumanova, Igor Bessmertny · Communications in computer and information science · 9
Hybrid feature-based neural network regression method for load profiles forecasting
2025 · Aidos Satan, Nurkhat Zhakiyev, et al. · Energy Informatics · 8
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Seismic Assessment of Urban Buildings Using Data Mining Methods
2020 · Markhaba Karmenova, Aliya Nugumanova, et al. · International Conference on Computer Technology Applications (ICCTA) · 8
Usage of singular value decomposition matrix for search latent semantic structures in natural language texts
2015 · A. A. Kuandykov, S. B. Rakhmetulayeva, et al. · Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) · 8
Effects of Agricultural Cropping Systems on Soil Water Capacity: The Case in Cross-Border Altai
2023 · Andrey Bondarovich, Patrick Illiger, et al. · Spanish Journal of Soil Science · 7
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Qurma: a Table Extraction Pipeline for Knowledge Base Population
2022 · A. B. Nugumanova, K. S. Apayev, et al. · Journal of Mathematics Mechanics and Computer Science · 7
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A New Operationalization of Contrastive Term Extraction Approach Based on Recognition of Both Representative and Specific Terms
2016 · Aliya Nugumanova, Igor Bessmertny, et al. · Communications in computer and information science · 7
Automatic keywords extraction from the domain texts: Implementation of the algorithm based on the MapReduce model
2013 · Aliya Nugumanova, Artem Novosselov, et al. · International Conference on Current Trends in Information Technology (CTIT) · 7
Semantic Non-Negative Matrix Factorization for Term Extraction
2024 · Aliya Nugumanova, Almas Alzhanov, et al. · Big Data and Cognitive Computing · 6
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LSTM-Based River Discharge Forecasting Using Spatially Gridded Input Data
2025 · Kamilla Rakhymbek, Balgaisha Mukanova, et al. · Data · 5
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Exploring the Impact of Students’ Prompt Engineering on GPT’s Performance: A Blockchain-Focused Automatic Term Extraction Experiment
2025 · Aliya Nugumanova, Almas Alzhanov, et al. · Electronics · 5
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Forecasting Electricity Demand With Forecasterautoreg: Case Study in Astana
2023 · Nadezhda Sagadatova, Aliya Nugumanova, et al. · Scientific Journal of Astana IT University · 5
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Exploration of student behavior patterns through digital footprints
2019 · A. Nugumanova, M. Mansurova M., et al. · Journal of Mathematics Mechanics and Computer Science · 5
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Development Of Sentiment Analysis Model In Kazakh Language To Analyze Reviews
2024 · Sanzhar Akhmedov, Aliya Nugumanova · Preprints.org · 4
T-Extractor: A Hybrid Unsupervised Approach for Term and Named Entity Extraction Using Rules, Statistical, and Semantic Methods
2025 · Aliya Kalykulova, Aliya Nugumanova · Informatica · 3
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Works count: 85
Citation count: 386
H-index: 10
I10-index: 10
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