Oleksandr O. Marchenko

Professor

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 |

- 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. - 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. - 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. - 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. - 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. - 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. - 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. - 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. - 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.