Tədqiqat və inkişaf

Jurnal məqalələri

Elmi-tədqiqat fəaliyyəti

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)

Müəllif

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

Elmi-tədqiqat fəaliyyəti

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)

Müəllif

  • S. Rustamov
  • L. Guluzada

Konfrans iştirakları

Elmi-tədqiqat fəaliyyəti

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

Müəllif

  • S. Rustamov
  • A. Aliyev

Elmi-tədqiqat fəaliyyəti

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

Müəllif

  • S. Rustamov
  • A. Aliyev

Elmi-tədqiqat fəaliyyəti

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.

Müəllif

  • S. Rustamov
  • A. Aliyev

Elmi-tədqiqat fəaliyyəti

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.

Müəllif

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

Elmi-tədqiqat fəaliyyəti

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.

Müəllif

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

Elmi-tədqiqat fəaliyyəti

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.

Müəllif

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

Elmi-tədqiqat fəaliyyəti

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

Müəllif

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

Elmi-tədqiqat fəaliyyəti

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.

Müəllif

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