Aliya Nugumanova

According to our database, Aliya Nugumanova authored at least 21 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Hybrid feature-based neural network regression method for load profiles forecasting.

Aidos Satan, Nurkhat Zhakiyev, Aliya Nugumanova, Daniel Friedrich

Energy Inform., December, 2025

Global Embeddings, Local Signals: Zero-Shot Sentiment Analysis of Transport Complaints.

Aliya Nugumanova, Daniyar Rakhimzhanov, Aiganym Mansurova

Informatics, 2025

Transfer learning using the global Caravan dataset for developing a local river streamflow prediction model.

Almas Alzhanov, Aliya Nugumanova, Vsevolod Moreido

Environ. Model. Softw., 2025

LSTM-Based River Discharge Forecasting Using Spatially Gridded Input Data.

Kamilla Rakhymbek, Balgaisha Mukanova, Andrey Bondarovich, Dmitry Chernykh, Almas Alzhanov, Dauren Nurekenov, Anatoliy Pavlenko, Aliya Nugumanova

Data, 2025

From Raw GPS to GTFS: A Real-World Open Dataset for Bus Travel Time Prediction.

Aigerim Mansurova, Aigerim Mussina, Sanzhar Aubakirov, Aliya Nugumanova, Didar Yedilkhan

Data, 2025

2024

QA-RAG: Exploring LLM Reliance on External Knowledge.

Aigerim Mansurova, Aiganym Mansurova, Aliya Nugumanova

Big Data Cogn. Comput., September, 2024

Semantic Non-Negative Matrix Factorization for Term Extraction.

Aliya Nugumanova, Almas Alzhanov, Aiganym Mansurova, Kamilla Rakhymbek, Yerzhan Baiburin

Big Data Cogn. Comput., 2024

Addressing data gaps in environmental sensors: a case study on temporal patterns and restoration strategies in East Kazakhstan region.

Almas Alzhanov, Aliya Nugumanova, Nurassyl Zhomartkan

Proceedings of the 19th International Conference on Future Networks and Communications / 21st International Conference on Mobile Systems and Pervasive Computing / 14th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2024), 2024

2023

A Multispectral UAV Imagery Dataset of Wheat, Soybean and Barley Crops in East Kazakhstan.

Almasbek Maulit, Aliya Nugumanova, Kurmash Apayev, Yerzhan Baiburin, Maxim Sutula

Data, May, 2023

The Development of a Water Resource Monitoring Ontology as a Research Tool for Sustainable Regional Development.

Assel Ospan, Madina Mansurova, Vladimir B. Barakhnin, Aliya Nugumanova, Roman Titkov

Data, 2023

Crop classification using UAV multispectral images with gray-level co-occurrence matrix features.

Almas Alzhanov, Aliya Nugumanova

Proceedings of the 14th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2023) / The 13th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2023), 2023

2022

NMF-based approach to automatic term extraction.

Aliya Nugumanova, Darkhan Akhmed-Zaki, Madina Mansurova, Yerzhan Baiburin, Almasbek Maulit

Expert Syst. Appl., 2022

Clustering Analysis Applied to NDVI Maps to Delimit Management Zones for Grain Crops.

Aliya Nugumanova, Almasbek Maulit, Maxim Sutula

Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021

Understanding Bike Sharing Stations Usage with Chi-Square Statistics.

Aliya Nugumanova, Almasbek Maulit, Madina Mansurova, Yerzhan Baiburin

Proceedings of the Advances in Computational Collective Intelligence, 2021

An Intelligent Web-Service for Automatic Concept Map Generation.

Aliya Nugumanova, Yerzhan Baiburin, Kurmash Apayev

Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2021

2020

Temporal Network Approach to Explore Bike Sharing Usage Patterns.

Aizhan Tlebaldinova, Aliya Nugumanova, Yerzhan Baiburin, Zheniskul Zhantassova, Markhaba Karmenova, Andrey Ivanov

Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Seismic Assessment of Urban Buildings Using Data Mining Methods.

Markhaba Karmenova, Aliya Nugumanova, Aizhan Tlebaldinova, Alisher Beldeubaev, Galina Popova, Anatoliy Sedchenko

Proceedings of the ICCTA 2020: 6th International Conference on Computer and Technology Applications, 2020

2016

A New Operationalization of Contrastive Term Extraction Approach Based on Recognition of Both Representative and Specific Terms.

Aliya Nugumanova, Igor Bessmertny, Yerzhan Baiburin, Madina Mansurova

Proceedings of the Knowledge Engineering and Semantic Web - 7th International Conference, 2016

2015

An Automatic Construction of Concept Maps Based on Statistical Text Mining.

Aliya Nugumanova, Madina Mansurova, Ermek Alimzhanov, Dmitry Zyryanov, Kurmash Apayev

Proceedings of the Data Management Technologies and Applications, 2015

Automatic Generation of Concept Maps based on Collection of Teaching Materials.

Aliya Nugumanova, Madina Mansurova, Ermek Alimzhanov, Dmitry Zyryanov, Kurmash Apayev

Proceedings of the DATA 2015, 2015

2013

Applying the Latent Semantic Analysis to the Issue of Automatic Extraction of Collocations from the Domain Texts.

Aliya Nugumanova, Igor Bessmertny

Proceedings of the Knowledge Engineering and the Semantic Web, 2013