Oleksandr O. Marchenko

Position:
Associate Professor
Degree:
Doctor of Physical and Mathematical Science
Academic rank:
Associate Professor
Office:
№ 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.