Железняков Дмитро Валентинович (Dmytro Zhelezniakov)

 

Железняков

 

Асистент

Профілі:

Google Scholar
ORCID

Контакти:

e-mail

Освіта:

  • Вища освіта (1999): Київський національний університет будівництва та архітектури, магістр комп’ютерних наук
  • Аспірантура (2023): Київський національний університет імені Тараса Шевченка, доктор філософії, комп’ютерні науки

Кар’єра:

  • з 2010: Samsung R&D Institute Ukraine, Staff Engineer
  • 1997-2010: EnranTelecom, Senior Software Engineer
  • 1995-1997: Open Systems (PIE – NET), Software Engineer

TECH SKILLS:

  • Programming languages: C/C++, SQL, UML, TeX, Java, XML, HTML/CSS
  • Libraries: STL, OpenCV, Boost, TensorFlow, Cairo, FreeType/FontConfig, Skia, libxml2, etc.
  • Tools: Git, CMake, P4, Doxygen, Valgrind, SWIG, Yacc/Bison
  • OS: Linux, Android, Windows, Tizen
  • Databases: SQLite, Informix, Sybase, Oracle, MySQL
  • Application development tools: Enterprise Architect, Rational Rose
  • IDE: Eclipse, Visual Studio, Android Studio, Borland C++ Builder, Delphi
  • Network protocols: TCP/IP, UDP, HTTP, SOAP

Деякі наукові публікації:

  • Karina Korovai, Dmytro Zhelezniakov, Oleg Yakovchuk, Olga Radyvonenko, Nataliya
    Sakhnenko, Ivan Deriuga. Handwriting Enhancement: Recognition-Based and
    Recognition-Independent Approaches for On-device Online Handwritten Text Alignment.
    IEEE Access (2024)
  • Karina Korovai, Dmytro Zhelezniakov, Olga Radyvonenko, Oleg Yakovchuk, Ivan Deriuga,
    Nataliya Sakhnenko. Recognition-Independent Handwritten Text Alignment Using
    Lightweight Recurrent Neural Network. SIGGRAPH Asia 2023 Posters (2023)
  • Viktor Zaytsev, Dmytro Zhelezniakov, Anastasiia Cherneha, Olga Radyvonenko. A Study on the
    Usability of Handwriting Assistant for Smartphone’s Lock Screen. International Conference
    on Human-Computer Interaction (2023)
  • Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko. Online handwritten mathematical
    expression recognition and applications: A survey. IEEE Access (2021)
  • Dmytro Zhelezniakov, Anastasiia Cherneha, Viktor Zaytsev, Olga Radyvonenko. A New
    Approach to Data Annotation Automation for Online Handwritten Mathematical
    Expression Recognition based on Recurrent Neural Networks. 2021 IEEE International
    Conference on Systems, Man, and Cybernetics (SMC) (2021)
  • Anastasiia Cherneha, Dmytro Zhelezniakov, Pavlo Tytarchuk, Vasyl Tereshchenko.
    Segmentation of handwritten mathematical matrices using the area voronoi diagram.
    IEEE EUROCON 2021-19th International Conference on Smart Technologies (2021)
  • Olekandr Marchenko, Olga Radyvonenko, Tetiana Ignatova, Pavlo Titarchuk, Dmytro
    Zhelezniakov. Improving text generation through introducing coherence metrics.
    Cybernetics and Systems Analysis (2020)
  • Oleg Yakovchuk, Anastasiia Cherneha, Dmytro Zhelezniakov, Viktor Zaytsev. Methods for lines
    and matrices segmentation in RNN-based online handwriting mathematical expression
    recognition systems. 2020 IEEE Third International Conference on Data Stream Mining &
    Processing (DSMP) (2020)
  • Dmytro Zhelezniakov, Anastasiia Cherneha, Viktor Zaytsev, Tetiana Ignatova, Olga
    Radyvonenko, Oleg Yakovchuk. Evaluating new requirements to pen-centric intelligent user
    interface based on end-to-end mathematical expressions recognition. Proceedings of the
    25th International Conference on Intelligent User Interfaces (2020)
  • Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko. Acceleration of online recognition
    of 2D sequences using deep bidirectional LSTM and dynamic programming. Advances in
    Computational Intelligence: 15th International Work-Conference on Artificial Neural Networks,
    IWANN (2019)
  • Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko, Yevhenii Yakishyn. InteractivePaper:
    minimalism in document editing UI through the handwriting prism. Adjunct Proceedings of
    the 32nd Annual ACM Symposium on User Interface Software and Technology (2019)