Ніколенко Анатолій Олександрович

Кандидат технічних наук, доцент

nikolenko@op.edu.ua

ЄДЕБО ID:

4497807

Scientometric identifiers

ORCID: 0000-0002-9849-1797

Web of Science ResearcherID: 57197491335

Job

Старший науковий співробітник

Docent

Department of Information Systems

Indexing in scientometric databases

Google Академія

Higher Education

Кандидат наук - 05.09.03 Електрообладнання (промисловість)

Спеціаліст - 0612 Промислова електроніка

Degree

Кандидат технічних наук

Academic status

Associated professor

Major scientific publications

Статті

Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research / O. Arsirii, S. Antoshchuk, O. Babilunha, O. Manikaeva // Lecture Notes in Computational Intelligence and Decision Making. – 2020, January. – P. 242–258.

Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research / O. Arsirii, S. Antoshchuk, O. Babilunha, O. Manikaeva // Lecture Notes in Computational Intelligence and Decision Making. – 2020, January. – P. 242–258.

Heuristic Models and Methods for Application of the Kohonen Neural Network in the Intellectual System of Medical-Sociological Monitoring / O. Arsirii, O. Manikaeva, A. Nikolenko, O. Babilunha // Herald of Advanced Information Technology. – 2020. – Vol. 3, N 1. – P. 395–405.

Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research / O. Arsirii, S. Antoshchuk, O. Babilunha, O. Manikaeva // Lecture Notes in Computational Intelligence and Decision Making. – 2020, January..– P. 242-258.

Информационно-измерительная система контроля нормированных параметров производственных факторов / В. Л. Костенко, А. А. Николенко, Е. Д. Поперека, М. В. Ядрова, К. С. Тыманюк // Eastern-European Journal of Enterprise Technologies = Східно-Європ. журн. передових технологій. - 2014. - Vol 3, N 9 (69). - Р. 51-56.

Non-stationary time series prediction using one-dimensional convolutional neural network models / T. K. Tien, Nguyen, S. Antoshchuk, A. Nikolenko, K. Thanh Tran, O. Babilunha // Herald of Advanced Information Technology. – 2020. – Vol. 3, № 1. – P. 362–372.

Deep Learning Technology of Convolutional Neural Networks for Facial Expression Recognition / D. V. Petrosiuk, O. О. Arsirii, O. Yu. Babilunha, A. O. Nikolenko // Applied Aspects of Information Technology. – 2021. – Vol. 4, N 2. – P. 192–201.

Method of Transfer Deap Learning Convolutional Neural Networks for Automated Recognition Facial Expression Systems / O. Arsirii, D. Petrosiuk, O. Babilunha, A. Nikolenko // Lecture Notes on Data Engineering and Communications Technologies. – 2022. – Vol. 77. – P. 744–761.

Classification Methods of Heterogeneous Data in Intellectual Systems of Medical and Social Monitoring / O. Arsirii, S. Antoshchuk, O. Manikaeva, O. Babilunha, A. Nikolenko // Lecture Notes on Data Engineering and Communications Technologies. - 2023. - Vol. 149. - P. 686-704.

Монографії

Neural and Bayesian Networks Application Areas : monograph / M. Voronenko, V. Lytvynenko, S. Antoshchuk, O. Arsirii, M. Drozd, A. Nikolenko, O. Babilunha, S. Vyshemyrska. – 2025. – 156 p.

Конференції

Ensemble Classifiers of Audio Data for Speech Emotions Recognition / O. Andronati, S. Antoshchuk, A. Nikolenko, O. Arsirii, O. Babilunha, D. Petrosiuk // 13th International conference on Advanced Computer Information Technologies, ACIT 2023 : proceedings, Wrocław, Poland, 21-23 september 2023. - 2023. - P. 623-626.

A Method of Constructing Ensemble Classifiers for Recognizing Audio Data of Various Nature / O. Andronati, S. Antoshchuk, O. Babilunha, O. Arsirii, A. Nikolenko, K. Mikhalev // 14th International Conference on Advanced Computer Information Technologies (ACIT), Ceske Budejovice, Czech Republic, 19-21 september 2024. - 2024. - P. 758-761.

Дисципліни які викладає

Моделювання систем 2022