Samir Rustamov 800 W. Marietta nw, Atlanta, Ga 30318, usa



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Samir Rustamov

800 W. Marietta NW, Atlanta, Ga 30318, USA (current address)

R.Mammadhuseynov str. h.35, ap. 25, Bina, Baku, Azerbaijan, Az1045.

samir.rustamov@gmail.com

(+1) 678-793-5254

(+994) 50 524-27-00




EDUCATION
Ph.D. 2007, Mathematical Cybernetics, Institute of Cybernetics of Azerbaijan National Academy of Sciences, Baku, Azerbaijan.

Thesis: “Development of algorithms and the software for recognition of the Azerbaijan speech


M.S. 2002, Optimization and Optimal Control, Baku State University, Baku, Azerbaijan. Honour diploma.

Thesis:Subdifferentials of non-convex functional sequences and series”.


B.S. 2000, Applied Mathematics and Cybernetics. Baku State University, Baku, Azerbaijan.

Thesis: “Numerical solution of Abel integral equation”.


PROFESSIONAL EXPERIENCE
Postdoc (IBD Scholarship program) Oct 2012 – present

Georgia Institute of Technology,

Department of Electrical and Computer Engineering

Atlanta, USA



  • Investigated machine learning methods for classification of polarity and subjectivity of texts in sentiment analysis

  • Developed mathematical models and implemented software for sentiment detector systems for movie reviews


Researcher Jan 2006 – Sep 2012

Institute of Cybernetics of Azerbaijan of National Academy of Sciences,

“Numerical Decision-Making Methods in Deterministic System” Laboratory,

Baku, Azerbaijan.



  • Developed mathematical model and software for automatic detection user intention in natural language call routing systems

  • Developed mathematical model and software for isolated speech recognition systems for Azerbaijani language


Lecturer Sep 2009 – Jun 2012

Azerbaijan State Oil Academy

Department of Computer Science,

Baku, Azerbaijan



  • Taught Computer science and Artificial intelligence classes.



PROJECT RESEARCHER


    • Developing an Azerbaijani speech and text recognition and understanding intellectual system, which ensures human-computer object-oriented dialogue”. (Mar 2011- Mar 2012). Science development foundation under the president of the republic of Azerbaijan. Baku, Azerbaijan.

    • Development of a unified approach and software for numerically solving inverse and optimization problems for distributed systems” (Jan 2007 - Jun 2008) INTAS (The International Association formed by the European Com­munity, for the Promotion of Co-operation with Scientists from the New Independent States of the Former Soviet Union), Brussels.

    • Creation of computer-based automated recognition system of Azerbaijani printed and hand-printed texts”. (Jan 2006 - Jan 2007) The U.S. Civilian Research & Development Foundation (CRDF) and The Azerbaijan National Science Foundation (ANSF). CRDF, Virginia, USA and ANSF, Baku, Azerbaijan


LANGUAGE SKILLS


  • Azeri – native proficiency

  • English, Russian and Turkish - academic writing and conversational speaking


PROGRAMMING SKILLS


  • Delphi (Implemented isolated speech recognition system and sentiment detector system)

  • Matlab

  • Ability to adapt to other programming languages if necessary


WORKSHOP AND CONFERENCE SPEAKER


    1. WASSA 2013. 4th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, Atlanta, USA.

    2. IEEE Southeastcon 2013. Jacksonvilla, Florida, USA.

    3. INISTA 2012. International Symposium on Innovations in Intelligent Systems and Applications. Trabzon, Turkey.

    4. II international scientific – practical conference “Information-Innovation Technologies: Integration of science, education and business”. Almaty, Kazakhstan, 2011.

    5. PRIP’2011. Pattern Recognition and Information Processing. Minsk. Belarus.

    6. PCI’2010. Third International Conference “Problems of Cybernetics and Informatics”, Baku, Azerbaijan.

    7. MECEurOPT 2010. 24-th Mini EURO Conference “On Continuous Optimization and Information-Based Technologies in the Financial Sector”, Izmir, Turkey (sector chair and speaker).

    8. INISTA 2009. International Symposium on Innovations in Intelligent Systems and Applications. Trabzon, Turkey.

    9. PCI'2008. The second internation conferance “Problems of Cybernetics and Informatics”, Baku, Azerbaijan.

    10. First International Conference on Soft Computing Technologies in Economy. Baku, Azerbaijan, 2007.

    11. AICT 2007. Second International Conference on “Application of Information-Communication Technologies in Science and Education”. Baku, Azerbaijan.


MAIN PUBLICATIONS


    1. 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 (submitted).

    2. 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.

    3. 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.

    4. Aida-zade K.R., Rustamov S.S., Mustafayev E.E., Aliyeva N.T. Human-Computer Dialogue Understanding Hybrid System. /proceeding of IEEE International Symposium on Innovations in Intelligent Systems and Applications. Trabzon, Turkey 2012. pp. 225-230.

    5. Aida-zade.K.R, Rustamov S.S., Baxishov U.Ch. The Application of Hidden Markov Model in Human-Computer Dialogue Understanding System. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol XXXII, No 3, pp. 37-46, Baku, 2012. (in Azerbaijani).

    6. Aida-zade.K.R, Rustamov S.S., Ismayilov E.A., Aliyeva N.T. Using Fuzzy Set Theory for Understanding User’s Intention in Human-Computer Dialogue Systems. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol XXXI, No 6, pp. 80-90, Baku, 2011. (in Azerbaijani).

    7. Aida-zade K.R., Rustamov S.S. Structure of the Spoken Dialogue System for information center. The proceedings of the II international scientific – practical conference “Information-Innovation Technologies: Integration of science, education and business”. I Volume. pp. 15-19. Almaty, Kazakhstan. 2011.

    8. 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. pp.334-336, 2011.

    9. Aida-Zade K.R., Rustamov S.S., Mustafayev E.E. Principles of Construction of Speech Recognition System by the Example of Azerbaijan Language. International Symposium on Innovations in Intelligent Systems and Applications. Trabzon, Turkey. 2009.pp. 378-382.

    10. Rustamov S.S., Saadova A.V. On an Approach to Computer Synthesis of Azerbaijan speech. The second internation conferance “Problems of Cybernetics and İnformatics” dedicated to the 50th Anniversary of the ICT in Azerbaijan. Volume I. Baku, Azerbaijan. 2008. p. 267-270.

    11. Aida-Zade. K.R., Rustamov S.S. The Principles of Construction of the Azerbaijan Speech Recognition System. The second internation conferance “Problems of Cybernetics and İnformatics” dedicated to the 50th Anniversary of the ICT in Azerbaijan. Volume I. Baku, Azerbaijan. 2008. pp. 183-186.

    12. Aida-Zade. K.R., Rustamov S.S. On srtucture of Azerbaijan Speech Recognition System. Proceedings of the İnternational Scientifically and Practical Conferance “İnformation İnnovation Technologies: İntegration of Business, Education and Science”, dedicated to the 75-th Anniversary of the KazNTU named after K.Satpaev. Almaty, Kazakhstan. 2008. pp. 111-115.

    13. Aida-zade K.R, Rustamov S.S. About developing of computer recognition system for speech word by word. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol. XXVII, no2-3. Baki, 2007. pp. 149-154 (in Azerbaijani).

    14. Aida-Zade. K.R., Ardil C., Rustamov S.S. Investigation of combined use of MFCC and LPC Fetures in Speech Recognition Systems. World Academy of Science, Engineering and Technology, Vol. 3, No. 2, pp. 74-80, 2006.

    15. Rustamov S.S. Using multivalue training in speech recognition. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol. XXVI, no2. Baki, 2006, pp. 256-260 (in Azerbaijani).

    16. Aida-Zade K.R., Rustamov S.S. Research of using LPC features in Azerbaijani speech recognition system. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol. XXVI, no2. Baki, 2006. pp. 238-243 (in Azerbaijani).

    17. Aida-Zade K.R, Rustamov S.S. Research of cepstral coefficients for Azerbaijani Speech recognition system. Transactions of ANAS. Series of physical-mathematical and technical sciences. Vol. XXV, no3. Baki, 2005, pp. 89-94 (in Azerbaijani).


Books

  1. S.S. Rustamov, A.S. Rustamov, Z. E. Rustamova. Physics tuition. Baku: Sharq-Qarb. 2012, 496 p. 4th edition. (1-st ed. 2004, 2-nd ed. 2006, 3-rd 2007). (in Azerbaijani).

  2. S.X. Rustamov, S.S. Rustamov, Z.E. Rustamova. Mathematics. Baku: Sharq-Qarb. 2011, 304p. (in Azerbaijani).







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