Tadqiqot va ishlanmalar

Jurnal maqolalari

Ilmiy-tadqiqot faoliyati

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)

Mualliflar

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

Ilmiy-tadqiqot faoliyati

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)

Mualliflar

  • S. Rustamov
  • L. Guluzada

Konferensiyalarda ishtirok

Ilmiy-tadqiqot faoliyati

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

Mualliflar

  • S. Rustamov
  • A. Aliyev

Ilmiy-tadqiqot faoliyati

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

Mualliflar

  • S. Rustamov
  • A. Aliyev

Ilmiy-tadqiqot faoliyati

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.

Mualliflar

  • S. Rustamov
  • A. Aliyev

Ilmiy-tadqiqot faoliyati

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.

Mualliflar

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

Ilmiy-tadqiqot faoliyati

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.

Mualliflar

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

Ilmiy-tadqiqot faoliyati

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.

Mualliflar

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

Ilmiy-tadqiqot faoliyati

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

Mualliflar

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

Ilmiy-tadqiqot faoliyati

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.

Mualliflar

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