-         specialty code

-         specialty name

-         topic name

05.13.01

-          number of scientific publications printed abroad:

-          number of papers  published in journals indexed and abstracted in international databases

11

-         number of  PhD

Development of learning user intention methods in human-computer dialogue system

Investigation of sentiment analysis of text by using Nero-Fuzzy and Hidden Markov Models

1. 1.            Aida-Zade. K.R., Ardil C., Rustamov S.S. Investigation of combined use of MFCC and LPC Fetures in Speech Recognition Systems // IJSP "International Journal of Signal Processing” Open Access Refereed Research Journal Volume 3:2006, ISSN 1304-4478. pp. 74-80.
2. 2.            Rustamov S.S., Mustafayev E.E. Construction Principles of the Speech Understanding Computer System. / 24-th Mini EURO Conference "On Continuous Optimization and Information-Based Technologies in the Financial Sector” MECEurOPT 2010, Izmir, Turkey 2010, p. 294-299.
3. 3.            Rustamov S.S. Structure  and Contents of the Intellectual Systems, which Ensure Human-Computer Dialogue. / Proceedings of the 11-th International Conference. PRIP’2011. Pattern Recognition and Information Processing. Minsk, Belarus. p. 334-336.
4. 4.            Aida-zade K.R., Rustamov S.S.,Mustafayev E.E., Aliyeva N.T. Human-Computer Dialogue Understanding Hybrid System. / International Symposium on Innovations in Intelligent Systems and Applications. Trabzon, Turkey 2012.
5. 5.            Rustamov S.S. An Application of Neuro-Fuzzy Model for Text and Speech Understanding Systems. / PCI’2012. The IV International Conference "Problems of Cybernetics and Informatics”, Baku, Azerbaijan, volume I, pp. 213-217, 2012.
6. 6.            Rustamov S.S. On an Understanding System that Supports Human-Computer Dialogue. / PCI’2012. The IV International Conference "Problems of Cybernetics and Informatics”, Baku, Azerbaijan, Volume I, pp. 217-221,  2012.
7. 7.            Rustamov S.S., M. A. Clements. Sentence-Level Subjectivity Detection Using Neuro-Fuzzy and Hidden Markov Models. Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis in NAACL-HLT2013, pages 108–114, Atlanta, USA, 2013.
8. 8.            Rustamov S.S., Mustafayev E.E., M. A. Clements. Sentiment Analysis using Neuro-Fuzzy and Hidden Markov Models of Text. IEEE Southeastcon 2013, Jacksonvilla, Florida,USA.
9. 9.            Asif Ali, Rustamov S.S., M. A. Clements. Speech Retrieval Using a Single Ergodic Hidden Markov Model. IEEE  7th International Conference on Application of Information and Communication Technologies AICT2013, Baku, Azerbaijan, 2013, pp. 78-82.
10. 10.        Rustamov S.S., Mustafayev E.E., M. A. Clements. An Application of Hidden Markov Models in subjectivity analysis. IEEE 7th International Conference on Application of Information and Communication Technologies AICT2013, Baku, Azerbaijan, 2013. pp. 64-67.

2013-present- "Qafqaz” University, Department of "Engineering”