Aliya Nugumanova

24 papers C 2Misc 1Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Georeferenced Snow Depth and Snow Water Equivalent Dataset (2025) from East Kazakhstan Region.
Data
Dmitry Chernykh, Roman Biryukov, Lilia Lubenets, Andrey Bondarovich, Nurassyl Zhomartkan, Almasbek Maulit, Dauren Nurekenov, Kamilla Rakhymbek, Yerzhan Baiburin, Aliya Nugumanova
2025 J jnl
A Systematic Evaluation of Large Language Models and Retrieval-Augmented Generation for the Task of Kazakh Question Answering.
Inf.
Aigerim Mansurova, Arailym Tleubayeva, Aliya Nugumanova, Adai Shomanov, Sadi Evren Seker
2025 J jnl
From Raw GPS to GTFS: A Real-World Open Dataset for Bus Travel Time Prediction.
Data
Aigerim Mansurova, Aigerim Mussina, Sanzhar Aubakirov, Aliya Nugumanova, Didar Yedilkhan
2025 J jnl
Global Embeddings, Local Signals: Zero-Shot Sentiment Analysis of Transport Complaints.
Informatics
Aliya Nugumanova, Daniyar Rakhimzhanov, Aiganym Mansurova
2025 J jnl
Hybrid feature-based neural network regression method for load profiles forecasting.
Energy Inform.
Aidos Satan, Nurkhat Zhakiyev, Aliya Nugumanova, Daniel Friedrich
2025 J jnl
LSTM-Based River Discharge Forecasting Using Spatially Gridded Input Data.
Data
Kamilla Rakhymbek, Balgaisha Mukanova, Andrey Bondarovich, Dmitry Chernykh, Almas Alzhanov, Dauren Nurekenov, Anatoliy Pavlenko, Aliya Nugumanova
2025 J jnl
Transfer learning using the global Caravan dataset for developing a local river streamflow prediction model.
Environ. Model. Softw.
Almas Alzhanov, Aliya Nugumanova, Vsevolod Moreido
2025 Misc conf
Unsupervised Term Extraction in Highly Technical Domains: Models and Datasets for Low-Resource Kazakh and English Languages.
UCC
Aiganym Mansurova, Aigerim Mansurova, Aliya Kalykulova, Almas Alzhanov, Yermek Alimzhanov, Yerzhan Baiburin, Aliya Nugumanova
2024 — conf
Addressing data gaps in environmental sensors: a case study on temporal patterns and restoration strategies in East Kazakhstan region.
FNC/MobiSPC/SEIT
Almas Alzhanov, Aliya Nugumanova, Nurassyl Zhomartkan
2024 J jnl
QA-RAG: Exploring LLM Reliance on External Knowledge.
Big Data Cogn. Comput.
Aigerim Mansurova, Aiganym Mansurova, Aliya Nugumanova
2024 J jnl
Semantic Non-Negative Matrix Factorization for Term Extraction.
Big Data Cogn. Comput.
Aliya Nugumanova, Almas Alzhanov, Aiganym Mansurova, Kamilla Rakhymbek, Yerzhan Baiburin
2023 J jnl
A Multispectral UAV Imagery Dataset of Wheat, Soybean and Barley Crops in East Kazakhstan.
Data
Almasbek Maulit, Aliya Nugumanova, Kurmash Apayev, Yerzhan Baiburin, Maxim Sutula
2023 — conf
Crop classification using UAV multispectral images with gray-level co-occurrence matrix features.
EUSPN/ICTH
Almas Alzhanov, Aliya Nugumanova
2023 J jnl
The Development of a Water Resource Monitoring Ontology as a Research Tool for Sustainable Regional Development.
Data
Assel Ospan, Madina Mansurova, Vladimir B. Barakhnin, Aliya Nugumanova, Roman Titkov
2022 — conf
Clustering Analysis Applied to NDVI Maps to Delimit Management Zones for Grain Crops.
ACIIDS (2)
Aliya Nugumanova, Almasbek Maulit, Maxim Sutula
2022 J jnl
NMF-based approach to automatic term extraction.
Expert Syst. Appl.
Aliya Nugumanova, Darkhan Akhmed-Zaki, Madina Mansurova, Yerzhan Baiburin, Almasbek Maulit
2021 — conf
An Intelligent Web-Service for Automatic Concept Map Generation.
AIST (Supplement)
Aliya Nugumanova, Yerzhan Baiburin, Kurmash Apayev
2021 — conf
Understanding Bike Sharing Stations Usage with Chi-Square Statistics.
ICCCI (CCIS Volume)
Aliya Nugumanova, Almasbek Maulit, Madina Mansurova, Yerzhan Baiburin
2020 — conf
Seismic Assessment of Urban Buildings Using Data Mining Methods.
ICCTA
Markhaba Karmenova, Aliya Nugumanova, Aizhan Tlebaldinova, Alisher Beldeubaev, Galina Popova, Anatoliy Sedchenko
2020 C conf
Temporal Network Approach to Explore Bike Sharing Usage Patterns.
VEHITS
Aizhan Tlebaldinova, Aliya Nugumanova, Yerzhan Baiburin, Zheniskul Zhantassova, Markhaba Karmenova, Andrey Ivanov
2016 — conf
A New Operationalization of Contrastive Term Extraction Approach Based on Recognition of Both Representative and Specific Terms.
KESW
Aliya Nugumanova, Igor Bessmertny, Yerzhan Baiburin, Madina Mansurova
2015 — conf
An Automatic Construction of Concept Maps Based on Statistical Text Mining.
DATA (Revised Selected Papers)
Aliya Nugumanova, Madina Mansurova, Ermek Alimzhanov, Dmitry Zyryanov, Kurmash Apayev
2015 C conf
Automatic Generation of Concept Maps based on Collection of Teaching Materials.
DATA
Aliya Nugumanova, Madina Mansurova, Ermek Alimzhanov, Dmitry Zyryanov, Kurmash Apayev
2013 — conf
Applying the Latent Semantic Analysis to the Issue of Automatic Extraction of Collocations from the Domain Texts.
KESW
Aliya Nugumanova, Igor Bessmertny