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ORCID7th COLINS 2023: Kharkiv, Ukraine
- Vasyl Lytvyn, Agnieszka Kowalska-Styczen, Victoria Vysotska:
Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, Kharkiv, Ukraine, April 20-21, 2023. CEUR Workshop Proceedings 3387, CEUR-WS.org 2023 - Yevgeniy V. Bodyanskiy, Nataliya Ryabova, Roman Lavrynenko:
CLIPTraVeLGAN for Semantically Robust Unpaired Image Translation. 1-12 - Oleksandr Byzkrovnyi, Anastasiya Chupryna, Kirill Smelyakov, Natalia Sharonova, Vadim Repikhov:
Comparison of Object Detection Algorithms for the Task of Detecting Possible Road Accident. 13-28 - Wei Liu, Junwei Li, Zhiwei Ye, Orest Kochan:
CN-Unet: A Robust Network Based on Deep Convolution for Medical Image Segmentation. 29-39 - Huihui Tian, Jun Su, Orest Kochan:
Research on Traffic Flow Prediction Based on ISMA-CNN-GRU Model. 40-50 - Oleg Rudenko, Oleksandr Bezsonov, Andrzej Szajna, Stanislav Piskunov:
CNN Based Predictive Maintanance of Generalized Rotational Equipment. 51-62 - Volodymyr V. Hnatushenko, Yana I. Shedlovska, Igor Shedlovsky, Vyacheslav Gorev:
Identification of Objects on Satellite Images Using the Image Texture Properties. 63-76 - Kirill Smelyakov, Yuliia Hurova, Serhii Osiievskyi:
Analysis of the Effectiveness of Using Machine Learning Algorithms to Make Hiring Decisions. 77-92 - Xiongwei Ning, Jun Su, Orest Kochan:
Low-illumination Image Enhancement Method Based on Adaptive MSRCR Algorithm. 93-102 - Sergiy Tsybulia, Oleksandr Lavrut, Vasyl Lytvyn, Tetiana Lavrut, Mariya Nazarkevych, Victoria Vysotska:
Clustering Methods Analysis for Terrain Colors Characteristics Determination. 103-116 - Kirill Smelyakov, Olha Klochko, Zoia Dudar:
Building Quantile Regression Models for Predicting Traffic Flow. 117-132 - Ze Wang, Ouyang Yong, Orest Kochan:
Research on Virtual Monitoring Method Based on Digital Twin Smart Factory. 133-145 - Oleg Rudenko, Oleksandr Bezsonov, Kateryna Vashchenko, Sofiia Rutska:
Synthetic Dataset Generation for Efficient Neural Network Training. 146-159 - Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Maryna Petchenko:
Modified Neural Network Fault-Tolerant Closed Onboard Helicopters Turboshaft Engines Automatic Control System. 160-179 - Antonina Badan, Nataliia Onishchenko, Oleksii Zeniakin, Olha Yanholenko:
Online Communication Simulating Spaces for Teaching Effective Foreign Language Communication. 180-201 - Muhammed Dogan, Berker Uysal, Pinar Kirci:
An Application for Hearing Impaired that Understands Signal Language from Hand Gestures. 202-211 - Vladyslav Kotsovsky:
Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification. 212-223 - Oleksandr Karataiev, Dmytro Sitnikov, Nataliia Sharonova:
A Method for Investigating Links between Discrete Data Features in Knowledge Bases in the Form of Predicate Equations. 224-235 - Iryna Kyrychenko
, Oleksii Nazarov, Nural Huliiev, Oleksii Avdieiev:
Selection of Artificial Neural Networks for Disease Prediction. 236-248 - Zhigang Xu, Chaojun Li, Hongmu Han, Xinhua Dong, Zhiqiang Zheng, Haitao Wang, Jiaxi Zhang, Xingxing Chen, Orest Kochan:
W2V-SA: A Deep Neural Network-based Approach to Smart Contract Vulnerability Detection. 249-262 - Maryana Gvozd, Oleg Sorochak, Kateryna Protsak, Yaroslav Kis:
Assessment of the Level of Information Provision to Residents of Territorial Communities about the Activity of Local Government Bodies in the Era of Digitalization. 263-273 - Viktoriia Tyschenko, Nataliya Vnukova, Viktoriia Ostapenko, Serhii Kanyhin:
Neural Networks for Financial Stability of Economic System. 274-288 - Rostyslav Yurynets, Zoryna Yurynets, Joachim Becker, Oleksandra Kryven:
Assessing Flexibility of Organizations for Strategic Development of Agricultural Business Projects. 289-299 - Andrii Shupta, Olexander Barmak, Adam Wierzbicki, Tetiana Skrypnyk:
An Adaptive Approach to Detecting Fake News Based on Generalized Text Features. 300-310 - Andrii Mykytiuk, Victoria Vysotska, Oksana Markiv, Lyubomyr Chyrun, Yaroslav Pelekh:
Technology of Fake News Recognition Based on Machine Learning Methods. 311-330 - Vasyl Teslyuk, Anastasiya Doroshenko, Dmytro Savchuk:
Intelligent Methods and Models for Assessing Level of Student Adaptation to Online Learning. 331-343 - Olha Zalutska, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Oleksandr Pasichnyk, Olexander Barmak, Iurii Krak:
Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network. 344-356 - Myroslav Konyk, Victoria Vysotska, Svitlana Goloshchuk, Roman Holoshchuk, Sofia Chyrun, Ihor Budz:
Technology of Ukrainian-English Machine Translation Based on Recursive Neural Network as LSTM. 357-370
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