Исследования и разработки

Журнальные статьи

Научно-исследовательская деятельность

Design and Development of a Controlled Multi-Agent Conversational System Using Large Language Models for Public Services: A Case Study. Journal of Advances in Information Technology. Web of Science SCIE. Q3, IF=1.3. (accepted)

Авторы

  • S. Rustamov
  • Z. Rustamov
  • M. Pashayev
  • S. Jafarov
  • U. Aslanli
  • A. Mammadov
  • A. Valizada

Научно-исследовательская деятельность

Automated Detection of Cognitive Distortions in Azerbaijani for Mental Health Applications. Journal of Advances in Information Technology. Web of Science SCIE. Q3, IF=1.3. (accepted)

Авторы

  • S. Rustamov
  • L. Guluzada

Научно-исследовательская деятельность

Annotation-Free Character Recognition for Azerbaijani License Plates: GAN Generator Diversity and Multi-Architecture Detection. IEEE Access. https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=11687739

Авторы

  • J. Alakbarli
  • J. Hasanov
  • E. Mustafayev

Участие в конференциях

Научно-исследовательская деятельность

Deep Features, Classical Models: Binary vs. Multiclass Deepfake Detection. Artificial Intelligence for Digital Transformations. AIDT 2026. Communications in Computer and Information Science, vol 3023. Springer, Cham. https://doi.org/10.1007/978-3-032-31319-5_16

Авторы

  • S. Rustamov
  • A. Aliyev

Научно-исследовательская деятельность

Improving Named Entity Recognition for the Azerbaijani Language Using Neural and Conditional Random Fields-Based Models. Artificial Intelligence for Digital Transformations. AIDT 2026. Communications in Computer and Information Science, vol 3023. Springer, Cham. https://doi.org/10.1007/978-3-032-31319-5_14

Авторы

  • S. Rustamov
  • A. Aliyev

Научно-исследовательская деятельность

An Ensemble Approach to Deepfake Video Detection Using Pre-trained CNNs and Statistical Feature Aggregation. 3rd International Conference on Information Technologies and Their Applications (ITTA 2026). Baku, Azerbaijan.

Авторы

  • S. Rustamov
  • A. Aliyev

Научно-исследовательская деятельность

Multimodal Fake-Information Detection for Low-Resource Language in Case of Azerbaijani Language. 7th International Conference on Natural Language Processing and Artificial Intelligence (NLPAI 2026), Urumqi, China. Best Presentation Award.

Авторы

  • S. Rustamov
  • A. Aliyev
  • A. Huseynli
  • B. Hasanov
  • I. Alishov
  • M. A. Ismaeel

Научно-исследовательская деятельность

A Hybrid Search System for Academic Library Discovery Using BGE-M3 and LLM-Based Agents. 7th International Conference on Natural Language Processing and Artificial Intelligence (NLPAI 2026), Urumqi, China.

Авторы

  • S. Rustamov
  • F. Asadli
  • Z. Rustamov
  • A. Ismayilov
  • N. Babayeva
  • U. Ahmadli
  • F. Bakirli
  • R. Jafarli

Научно-исследовательская деятельность

AI-Augmented Explainable University Major Recommendation for Azerbaijani Higher Education via LLM-Assisted RIASEC Taxonomy Construction and Agent-Based Personalized Guidance. 7th International Conference on Natural Language Processing and Artificial Intelligence (NLPAI 2026), Urumqi, China.

Авторы

  • S. Rustamov
  • J. Asadli
  • N. Nazarli
  • A. Kazimli
  • T. Mammadli
  • Z. Rustamov
  • F. Asadli

Научно-исследовательская деятельность

ASR for Low-Resource Languages: The Case of Azerbaijani. 7th International Conference on Natural Language Processing and Artificial Intelligence (NLPAI 2026), Urumqi, China.

Авторы

  • Q. Qasimov
  • S. Rustamov
  • A. Valizada
  • U. Aslanli

Научно-исследовательская деятельность

Exploring the Use of Knowledge Graphs in Enhancing Natural Language Understanding for Conversational AI. 7th International Conference on Natural Language Processing and Artificial Intelligence (NLPAI 2026), Urumqi, China.

Авторы

  • S. Rustamov
  • F. Quliyeva
  • C. Hüseynov