Oleksandr O. Marchenko
Oleksandr O. Marchenko
Professor

Information

Position: Professor
Degree: Doctor of Physical and Mathematical Science
Title: Professor
Room: 708
Phone: 259-04-27
E-mail:
Research interests: artificial intelligence, computational linguistics, natural language text processing, ontological knowledge bases

Publications:

  1. A. Anisimov, O. Marchenko, V. Taranukha, T. Vozniuk Semantic and Syntactic Model of Natural Language Based on Non-negative Matrix and Tensor Factorization. // PolTal-2014, Lecture Notes in Artificial Intelligence. – 8686. – Springer. – PP. 177-184.
  2. A. Anisimov, O. Marchenko, E. Nasirov, S. Palamarchuk A Parallel Non-Negative Sparse Large Matrix Factorization. // PolTal-2014, Lecture Notes in Artificial Intelligence. – 8686. – Springer. – PP. 136-143.
  3. A. Anisimov, O. Marchenko, E. Nasirov, S. Palamarchuk A Method for Non-negative Sparse Large Matrix Factorization. // TSD-2014, Lecture Notes in Artificial Intelligence. – 8655. – Springer. – PP. 344-352.
  4. A. Anisimov, O. Marchenko, T. Vozniuk, V. Taranukha Development of a semantic and syntactic model of natural language by means of non-negative matrix and tensor factorization. // TSD-2014, Lecture Notes in Artificial Intelligence. – 8655. – Springer. – PP. 324–335.
  5. A. Anisimov, O. Marchenko, T. Vozniuk, V. Taranukha Semantic and Syntactic Model of Natural Language Based on Tensor Factorization. // NLDB-2014, Lecture Notes in Computer Science. – Volume 8455. – Springer. – PP. 51–54.
  6. A.V. Anisimov, O.O. Marchenko, T.G. Vozniuk Determining Semantic Valences of Ontology Concepts by Means of Nonnegative Factorization of Tensors of Large Text Corpora. // Cybernetics and Systems Analysis 50(3). – 2014. – PP. 327-337.
  7. A. Anisimov, O. Marchenko, A. Nikonenko, E. Porkhun, V. Taranukha Ukrainian WordNet: Creation and Filling // Flexible Query Answering Systems. – Lecture Notes in Artificial Intelligence. Volume 8132. – Springer. – 2013. – pp. 649-660.
  8. A. Anisimov, O. Marchenko, V. Kysenko, K. Rupp, S. Selberherr GPU-Accelerated Non-negative Matrix Factorization for Text Mining. // NLDB-12, Lecture Notes in Computer Science, Vol. 7337. – Springer. – 2012. – PP. 158-163.
  9. A.V. Anisimov, O.O. Marchenko, V.K. Kysenko A method for the computation of the semantic similarity and relatedness between natural language words. // Cybernetics and Systems Analysis 47 (4). – 2011. – PP. 515-522.