Rustam Mussabayev

Head of the Labobatory, Candidate of Engineering Sciences

Kazakhstan, Almaty, 125 Pushkin St., 320 office

+7 777 283 15 33; +7 727 272 03 86

rustam@iict.kz; rmusab@gmail.com

Domains

Scientific Research in Data Science, Program & Project Management, Software Engineering & Design,
Technology Commercialization.

Research Interest

  • High-Performance Computing
  • Clustering and Data Mining
  • Natural Language Processing
  • Speech Synthesis and Recognition
  • Digital Signal Processing
  • Distributional Semantics
  • Data Science
  • Robotics
  • Big Data
  • Optimization
  • Computer Vision
  • Topic Modeling
  • Operations Research
  • Pattern Recognition
  • Algorithm Development
  • Sentiment Analysis
  • Machine Learning
  • Parallel Computing

Education

2006-2009

Candidate of Engineering Sciences (comparable to PhD in Computer
Science) , Satbayev Kazakh National Technical University (Satbayev
University).
Completed September 2009.
Supervisor: Prof. Yedilkhan Amirgaliyev.
Thesis title: Analysis and Development of Unified Methods, Models and Software
Systems for Phonemic Speech Synthesis (on the Example of Kazakh Language).
Specialty: 05.13.18 – Mathematical Modeling, Numerical Methods, Software Sys-
tems.

2001-2006

Degree in Software Engineering, Satbayev University.
Specialty: Software and Hardware Facilities of Computer and Network Technolo-
gies.

Employment

Since January 2012

Head of the Labobatory,
Laboratory of Informational Processes Analysis and Modelling (total number of
staff members – 33),
Institute of Information and Computational Technologies.

2011 – June 2019

Director of the company Uniline Group LLP, Almaty, Kazakhstan. Software
development and technology commercialization projects.

2010-2012

Senior Researcher,
Pattern Recognition and Decision Making Laboratory,
Institute of Information and Computational Technologies.

2009-2010

Junior Researcher,
Pattern Recognition and Decision Making Laboratory,
Institute of Information and Computational Technologies.
Advisors: Prof. Marat Arslanov & Prof. Yedilkhan Amirgaliyev

2006-2008

Senior Specialist, Information Technology Department, KazInvestBank.
Project: Integration of Kastle Universal Lenading Suite (3i Infotech) with Core
Bank System

2005-2006

Leading Specialist, Information Technology Department, KazInvestBank.
Project: Development of Core Banking and Loan Management Systems (Clevis
Bank).

Research Grants, as Principal Investigator

2018-2020

Program: Information Technologies and Systems for Stimulation of Per-
sonality’s Sustainable Development as One of the Bases of Advancement
of Digital Kazakhstan.

2015-2017

Project: Development of the Technology for the Automatic Formation
of the Personal Digital Voice Pattern.

2015-2017

Project: Automatic Multimodal Analysis and Synthesis of the Emotional
Component in the Speech Audio-Visual Signals.

2012-2014

Project: Development of New Generation Texts Semantic Search System
for Kazakh.

2012-2014

Project: Development of Kazakh Speech Synthesis and Recognition Sys-
tem.

 

Programs, Projects, as Research Group Member

2013-2015

Program: Development of Intellectual 3D Machine Vision System for
Robots. PI: Prof. Yedilkhan Amirgaliyev.

2012-2014

Project: Multimodal Speech Recognition System. PI: Prof. Yedilkhan
Amirgaliyev.

2009-2011

Project: Pattern Recognition and Decision Making for Intelligent Infor-
mation Technologies and Systems. PI: Prof. Marat Arslanov, co-PI: Prof.
Yedilkhan Amirgaliyev.

2009

Program: Development of recomendations on elaboration and implemen-
tation of effective governmental economic policy on the basis of the the-
ory of parametric control of market economic development taking into
consideration specific socioeconomic situations. PI: Prof. Abdykappar A.
Ashimov. Satbayev University.

 

Awards

2017

Certificate of Honour for excellence in scientific activities from Ministry of
Education and Science.

2012

Special State Prize named after D.A. Kunayev for young scientists for
the best work in the field of natural sciences.

2011-2012

State Scientific Grant holder for talent young scientists.

2010

Diploma for Passing to Semifinal of National Competition of Innovative Business Plans – NIF$50K

2004

Laureate of the Student Scientific Olympiad of the Institute of Information Technologies of Satbayev University in the “Software Systems” category.

Core Competencies

  • Program & Project Managment
  • Strategic Planning
  • Research and Analysis
  • Systems Engineering
  • Software Engineering & Design
  • System Integrations
  • Team Leadership
  • Teamwork & Collaboration
  • Financial Planning
  • Proposal Writing
  • Scientific Publishing & Expertise
  • Public Speaking & Presentation

Technology Summary

  • Programming/Languages: Python, Object Pascal, C, C++, SQL, PL/SQL, Assembler,
    HTML, XML, JavaScript
  • High-Performance Computing: Parallel Computing, Multiprocessing, GPU Programming,
    Nvidia CUDA, Numba, CuPy, PyCuda
  • Data Analysis Tools: NumPy, Pandas, SciKit-Learn, MatLab, OpenCV, MatPlotLib
  • Scientific Publishing: LaTeX, Emacs
  • Database Management: Oracle RDBMS, SQL Server, Database Design
  • Systems: Linux/Unix, Arch Linux, Windows, Android
  • Design & IDE Tools: Delphi, Lazarus, Jupyter Notebook
  • Multimedia: PhotoShop, Corel Draw, SoundForge, Sony Vegas, DreamWeaver
    Office Tools: MS Office Suite (Access, Word, Excel, PowerPoint), LibreOffice
  • Other: VirtualBox, Radio electronics, Circuit technology

Languages

Russian – Fluent
English – Upper Intermediate
Kazakh – Fair

Key Publications

  1. Krassovitskiy A., Mladenovic N., Mussabayev R. (2020) Decomposition/Aggregation K-means
    for Big Data. In: Kochetov Y., Bykadorov I., Gruzdeva T. (eds) Mathematical Optimization
    Theory and Operations Research. MOTOR 2020. Communications in Computer and Information
    Science, vol 1275. Springer, Cham. https://doi.org/10.1007/978-3-030-58657-7 32
  2. Krassovitskiy, A., Mussabayev, R. (2018). Energy-based centroid identification and cluster
    propagation with noise detection. Lecture Notes in Computer Science 11055 LNAI, pp. 523-533.
  3. Mussabayev, R.R., Kalimoldayev, M.N., Amirgaliyev, Y.N., Mussabayev, T.R. (2016). Auto-
    matic speech segmentation using throat-acoustic correlation coefficients. Open Engineering 6(1),
    pp. 335-346.
  4. Mussabayev, R.R., Kalimoldayev, M.N., Amirgaliyev, Y.N., Tairova, A.T., Mussabayev, T.R.
    (2018). Calculation of 3D Coordinates of a Point on the Basis of a Stereoscopic System. Open
    Engineering 8(1), pp. 109-117.
  5. Toleu, A., Tolegen, G., Mussabayev, R. (2019). Comparison of Various Approaches for De-
    pendency Parsing. 15th International Asian School-Seminar Optimization Problems of Complex
    Systems, OPCS 2019, pp. 192-195.
  6. Seitkali, D., Musabayev, R. (2019). Using centroid keywords and word mover’s distance for
    single document extractive summarization. ACM International Conference Proceeding Series,
    pp. 149-152.
  7. Toleu, A., Tolegen, G., Mussabayev, R. (2019). Keyvector: Unsupervised keyphrase extraction
    using weighted topic via semantic relatedness. Computacion y Sistemas 23(3), pp. 861-869. //
    doi: 10.13053/CyS-23-3-3264 : 23.10.2019 (Impact Factor – 0.53)
  8. Mussabayev, R.R., Amirgaliyev, Y.N., Tairova, A.T., Mussabayev, T.R., Koibagarov, K.C.
    (2017). The technology for the automatic formation of the personal digital voice pattern. Ap-
    plication of Information and Communication Technologies, AICT 2016 – Conference Proceedings
    7991733
  9. Barakhnin, V.B., Mukhamedyev, R.I., Mussabaev, R.R., Yu Kozhemyakina, O., Issayeva, A.,
    Kuchin, Y.I., Murzakhmetov, S.B., Yakunin, K.O. Methods to identify the destructive informa-
    tion // Journal of Physics: Conf. Series, – Vol. 1405, – I. 1, Big Data and Artificial Intelligence
    Conf.; – Moscow; Russian Federation; – 2019
  10. Tolegen G., Toleu A., Mussabayev R. Voted-Perceptron Approach for Kazakh Morphological
    Disambiguation // Proc. of the 1st Joint SLTU and CCURL Workshop. – SLTU-CCURL, –
    2020, – P. 258-264
  11. Khoroshilov Al-dr A., Musabayev R.R., Kozlovskaya Ya.D., Nikitin Yu. A., Khoroshilov A.
    A. Automatic Detection and Classification of Information Events in Media Texts // Automatic
    Documentation and Mathematical Linguistics, – 2020, – Vol. 54, No. 4, – P. 202-214
  12. Yakunin K., Kuchin Y., Mukhamediev R., Musabayev R. Classification of negative publication
    in mass media using topic modeling// Journal of Physics: Conf. Series. – 2020. – C. 1-12 (Scopus,
    Cite Score =0.7)
  13. Yakunin K., Ionescu G.M., Murzakhmetov S., Mussabayev R., Filatova O., Mukhamediev R.
    Propaganda Identification Using Topic Modelling // Procedia 9th International Young Scientist
    Conference on Computational Science. – YSC 2020. – P.1-8
  14. Yakunin K., Mukhamediev R., Mussabayev R., Buldybayev T., Kuchin Ya., Murzakhmetov
    S., Yunussov R., Ospanova U. Mass Media Evaluation Using Topic Modelling // Digital Trans-
    formation and Global Society. – 2020. – C. 1-12 (Q3, SJR 0.17)
  15. Seitkali D., Mussabayev R. Using Centroid Keywords and Word Mover’s Distance for Single
    Document Extractive Summarization // ACM Intern. Conf. Proc. Series, 3rd Inter. Conf. on
    NLP and Information Retrieval, NLPIR 2019. -Tokushima, Japan, 2019. -P. 149-152 (Scopus)