Svitlana Antoshchuk

17 papers A 1Journal 2Unranked 13
YearRankTypeTitle / Venue / Authors
2025 A conf
A Complex CNN&LSTM Neural Network Model for Determining a Person's Drowsiness State by Their Face.
ICST
Anatolii Nikolenko, Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha
2025 — conf
A Unified Approach to Medical and Financial Data Classification Using Individual and Ensemble Machine Learning Models.
ACIT
Oleksandr Andronati, Svitlana Antoshchuk, Anatolii Nikolenko, Olena Arsirii, Oksana Babilunha
2025 J jnl
Development and Research of the Methodology for Improving the Proof-of-Work Blockchain Technology by Implementing Dynamic Clustering of Network Nodes.
IET Blockchain
Diana Soloviova, Svitlana Antoshchuk, Viktor Boltenkov
2024 — conf
A Method of Constructing Ensemble Classifiers for Recognizing Audio Data of Various Nature.
ACIT
Oleksandr Andronati, Svitlana Antoshchuk, Oksana Babilunha, Olena Arsirii, Anatolii Nikolenko, Kyrylo Mikhalev
2024 — conf
Development of the Evolutionary Relay Rider Optimization Algorithm for a Robust Solution Over Time in Dynamic Optimization Problems.
ISDMCI (1)
Olena Arsirii, Yelyzaveta Lavrenova, Anatolii Nikolenko, Svitlana Antoshchuk, Oksana Babilunha, Oleksii Ivanov
2024 — conf
Models of Information Analysis in Automated Online Proctoring Systems.
ISDMCI (1)
Svitlana Antoshchuk, Anastasiia Breskina
2023 — conf
Ensemble Classifiers of Audio Data for Speech Emotions Recognition.
ACIT
Oleksandr Andronati, Svitlana Antoshchuk, Anatolii Nikolenko, Olena Arsirii, Oksana Babilunha, Denys Petrosiuk
2022 — conf
Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer Networks.
ISDMCI
Mykola Hodovychenko, Svitlana Antoshchuk, Ivan Lobachev, Thorsten Schöler, Mykhaylo Lobachev
2022 — conf
Classification Methods of Heterogeneous Data in Intellectual Systems of Medical and Social Monitoring.
ISDMCI
Olena Arsirii, Svitlana Antoshchuk, Olha Manikaeva, Oksana Babilunha, Anatolii Nikolenko
2019 — conf
Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research.
ISDMCI
Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha, Olha Manikaeva, Anatolii Nikolenko
2019 — conf
Method for Detecting Error in Design of Virtual Environment.
IDAACS
Svitlana Antoshchuk, Olena Arsirii, Oleksandr Blazhko, Yuliia Troianovska, Tetiana Luhova
2018 — conf
3-Level Approach to the Projects Planning.
CSIT (2)
Pavlo Teslenko, Dmytro Bedrii, Svitlana Antoshchuk, Hanna Lytvynchenko
2018 — conf
Areal Multistart Method of Optimization for Image Recognition.
DSMP
Galyna Shcherbakova, Svitlana Antoshchuk, Anatoly Sachenko, Maksym Gerganov, Marina Polyakova, Victor Krylov
2018 J jnl
Creating an Interactive Musical Experience for a Concert Hall.
Int. J. Comput.
Svitlana Antoshchuk, Mykyta Kovalenko, Jürgen Sieck
2018 — ch.
Gesture Recognition-Based Human-Computer Interaction Interface for Multimedia Applications.
Digitisation of Culture
Svitlana Antoshchuk, Mykyta Kovalenko, Jürgen Sieck
2017 — conf
Estimation of the duration of RR-intervals of electrocardiograms by mean of multi-start optimization based on wavelet transformation.
IDAACS
Galyna Shcherbakova, Shi Hao-Su, Victor Krylov, Natalija Bilous, Svitlana Antoshchuk
2016 — conf
Correlation-extreme method for text area localization on images.
DSMP
Tien Nguyen, Svitlana Antoshchuk, Anatolii Nikolenko, Viktor Sotov