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Iurii Krak
Yuri Krak
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2020 – today
- 2024
- [c72]Nurzada Amangeldy, Iurii Krak, Bekbolat Kurmetbek, Nazerke Gazizova:
A Comparison of the Effectiveness Architectures LSTM1024 and 2DCNN for Continuous Sign Language Recognition Process. CMIS 2024: 48-57 - [c71]Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Ruslan Bahrii, Olena Sobko, Olexander Barmak:
Abusive Speech Detection Method for Ukrainian Language Used Recurrent Neural Network. COLINS (3) 2024: 16-28 - [c70]Iurii Krak, Olha Zalutska, Maryna Molchanova, Olexander Mazurets, Eduard Manziuk, Olexander Barmak:
Method for neural network detecting propaganda techniques by markers with visual analytic. ICST 2024: 158-170 - [c69]Oleksii Kovalchuk, Olexander Barmak, Pavlo Radiuk, Iurii Krak:
ECG Arrhythmia Classification and Interpretation using Convolutional Networks for Intelligent IoT Healthcare System. ICyberPhyS 2024: 47-62 - [c68]Vitaliy Pavlyshyn, Eduard Manziuk, Olexander Barmak, Iurii Krak, Robertas Damasevicius:
Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility. IntelITSIS 2024: 118-136 - [c67]Olexander Ryzhanskyi, Eduard Manziuk, Olexander Barmak, Iurii Krak, Nebojsa Bacanin:
An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning. IntelITSIS 2024: 137-155 - [c66]Pavlo Radiuk, Oleksander Barmak, Eduard Manziuk, Iurii Krak:
Explainable Artificial Intelligence: Transitioning DL Model Decisions to User-Understandable Features in Healthcare. ProfIT AI 2024: 185-199 - [c65]Eduard Manziuk, Oleksander Barmak, Pavlo Radiuk, Vladislav A. Kuznetsov, Iurii Krak:
Representation of Trustworthiness Components in AI Systems: A Formalized Approach Considering Interconnections and Overlap. ProfIT AI 2024: 405-417 - [c64]Iurii Krak, Volodymyr Didur, Maryna Molchanova, Olexander Mazurets, Olena Sobko, Olha Zalutska, Olexander Barmak:
Method for Political Propaganda Detection in Internet Content Using Recurrent Neural Network Models Ensemble. UkrPROG 2024: 312-324 - [c63]Vladyslav A. Kuznetsov, Iurii Krak, Oleksander Barmak, Hrygorii Kudin, Anatolii Kulias, Rostyslav Trokhymchuk:
An Approach to Model Network Dynamics of a Decentralized Supply Chain Network Using Optimal Predictive Control. UkrPROG 2024: 337-350 - [e8]Anatoly Anisimov, Vitaliy Snytyuk, Aldrich Chris, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy Tsyganok, Vladimir Vovk:
Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Workshop Proceedings, Kyiv, Ukraine, November 20-21, 2023. CEUR Workshop Proceedings 3646, CEUR-WS.org 2024 [contents] - 2023
- [j5]Oleg Bisikalo
, Vyacheslav Kharchenko
Parameterization of the Stochastic Model for Evaluating Variable Small Data in the Shannon Entropy Basis. Entropy 25(2): 184 (2023) - [c62]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. COLINS (1) 2023: 344-356 - [c61]Ivan Izonin, Roman Tkachenko, Ostap Shcherbii, Oleh Berezsky
An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis. CSIT 2023: 1-4 - [c60]Vladislav A. Kuznetsov, Serhii Kondratiuk, Hrygorii Kudin, Anatolii Kulyas, Iurii Krak, Olexander Barmak:
Development of Models of Self-Reinforcing Effects for Big Data Evaluation. CSIT 2023: 1-4 - [c59]Iurii Krak, Olexander Barmak, Vladislav A. Kuznetsov, Serhii Kondratiuk, Oleg Stelia, Veda Kasianiuk:
Hardware Usage Improvement for Small Data Problem Solving by Deep Learning Methods. ICST 2023: 118-129 - [c58]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Iurii Krak:
Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge. IDDM 2023: 1-14 - [c57]Vitalii Slobodzian, Pavlo Radiuk, Anastasiia Zingailo, Olexander Barmak, Iurii Krak:
Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur. IDDM 2023: 77-91 - [c56]Serhii Kondratiuk, Danylo Hartvih, Iurii Krak, Olexander Barmak, Vladislav A. Kuznetsov:
Deep Learning Models for Ukrainian Text to Speech Synthesis. IntelITSIS 2023: 206-216 - [c55]Oleksii Kovalchuk, Pavlo Radiuk, Olexander Barmak, Sergi Petrovskyi, Iurii Krak:
A Novel Feature Vector for ECG Classification using Deep Learning. IntelITSIS 2023: 227-238 - [c54]Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias, Andriy Stavrovskyi:
On Improving the Use of Dedicated Hardware Resources for Deep Learning Methods on the Small Data. IntSol 2023: 11-22 - [e7]Anatoly Anisimov, Vitaliy Snytyuk, Aldrich Chris, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk:
Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30 - December 02, 2022. CEUR Workshop Proceedings 3347, CEUR-WS.org 2023 [contents] - [e6]Anatoly Anisimov, Vitaliy Snytyuk, Aldrich Chris, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk:
Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022), Workshop Proceedings, Kyiv, Ukraine, November 30 - December 02, 2022. CEUR Workshop Proceedings 3384, CEUR-WS.org 2023 [contents] - 2022
- [j4]Iurii Krak
Using visual analytics to develop human and machine-centric models: A review of approaches and proposed information technology. Comput. Intell. 38(3): 921-946 (2022) - [c53]Vitalii Slobodzian, Maryna Molchanova, Oleksii Kovalchuk
An Approach Based on the Visualization Model for the Ukrainian Web Content Classification. ACIT 2022: 400-405 - [c52]Serhii Kondratiuk, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias:
Using the Temporal Data and Three-dimensional Convolutions for Sign Language Alphabet Recognition. CMIS 2022: 78-87 - [c51]Vitalii Slobodzian, Oleksii Kovalchuk, Maryna Molchanova, Olena Sobko, Olexander Mazurets, Olexander Barmak, Iurii Krak:
Text Data Vectorization Model of Ukrainian-Language Internet Communication Content. COLINS 2022: 561-571 - [c50]Vladyslav A. Kuznetsov, Iurii Krak, Olexander Barmak, Anatolii Kulias, Valentyna Petrovich:
A Comparative Study on Algorithms of Computer Vision and Deep Learning for Facial Expressions Analysis. COLINS 2022: 929-941 - [c49]Pavlo Radiuk, Oleksii Kovalchuk, Vitalii Slobodzian, Eduard Manziuk, Oleksander Barmak, Iurii Krak:
Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis. IDDM 2022: 9-20 - [c48]Serhii Yaremenko, Iurii Krak:
Finding Moving Targets on the Projection Image from the Laser Emitter of the Multimedia Trainer (keynote). IntelITSIS 2022: 13-22 - [c47]Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wójcik, Pavlo Radiuk:
Method of Facial Geometric Feature Representation for Information Security Systems. IntelITSIS 2022: 319-328 - [c46]Iurii Krak
Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving. ISDMCI 2022: 333-352 - [c45]Oleksii Kovalchuk
Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets. ISDMCI 2022: 591-607 - [e5]Anatoly Anisimov, Vitaliy Snytyuk, Chris Aldrich, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Mykola Nikitchenko, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk:
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, Kyiv, Ukraine, December 01-03, 2021. CEUR Workshop Proceedings 3132, CEUR-WS.org 2022 [contents] - [e4]Anatoly Anisimov, Vitaliy Snytyuk, Chris Aldrich, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Mykola Nikitchenko, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy V. Tsyganok, Vladimir Vovk:
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021), Workshop Proceedings, Kyiv, Ukraine, December 1-3, 2021. CEUR Workshop Proceedings 3179, CEUR-WS.org 2022 [contents] - [e3]Anatoly Anisimov, Vitaliy Snytyuk, Aldrich Chris, Andreas Pester, Frédéric Mallet, Hiroshi Tanaka, Iurii Krak, Karsten Henke, Oleg Chertov, Oleksandr Marchenko, Sándor Bozóki, Vitaliy Tsyganok, Vladimir Vovk:
Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20 - 21, 2023. CEUR Workshop Proceedings 3624, CEUR-WS.org 2022 [contents] - 2021
- [j3]Laura Suleimenova
Information Model for Monitoring the Development of the University. Int. J. Comput. 20(2): 201-210 (2021) - [j2]Iurii Krak, Ruslan Bahrii
Information Technology Augmentative and Alternative Communication Using Smart Mobile Devices. J. Mobile Multimedia 17(4): 527-554 (2021) - [c44]Iurii Krak, Hrygorii Kudin, Mykola Efremov, Alexander Samoylov, Vladislav A. Kuznetsov, Yedilkhan Amirgaliyev, Veda Kasianiuk:
Hyperplane clasterization of the small data based on pseudo-inverse and projective matrices (short paper). CITRisk 2021: 137-145 - [c43]Iurii Krak, Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Olexander Barmak, Anatoliy Kulias:
On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing. CMIS 2021: 110-120 - [c42]Serhii Yaremenko, Iurii Krak:
Determination of the Position of the Laser Spot in the Plane of the Photo Sensor of the Multimedia Shooting Gallery. EUROCON 2021: 1-5 - [c41]Olexander Mazurets
Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials. IDAACS 2021: 160-165 - [c40]Evgenii Fedkin, Natalya Denissova
Automation of Scheduling Training Sessions in Educational Institutions using Genetic Algorithms. IDAACS 2021: 278-283 - [c39]Assel Kussaiyn-Murat, Alexander Krasavin, Darya Alontseva, Albina Kadyroldina, Alexandr Khozhanov, Iurii Krak, Patricia Muñoz de Escalona, Irina Dyomina:
Development of an Intelligent Robotic System for Plasma Processing of Industrial Products with Complex Shape. IDAACS 2021: 572-579 - [c38]Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk:
Formal Model of Trustworthy Artificial Intelligence Based on Standardization. IntelITSIS 2021: 190-197 - [c37]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. IntelITSIS 2021: 214-227 - [c36]Valentina Petrovych, Vladislav A. Kuznetsov, Eduard Manziuk, Iurii Krak, Veda Kasianiuk, Olexander Barmak, Anatoliy Kulias:
On Development Classification Methods for Hidden Features Separation in Data. IntSol 2021: 25-36 - [c35]Olexander Mazurets
Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge. ISDMCI 2021: 491-506 - [c34]Anatolii Pashko
Baseline Wander Correction of the Electrocardiogram Signals for Effective Preprocessing. ISDMCI 2021: 507-518 - [c33]Mariia Voronenko
An Expert System Prototype for the Early Diagnosis of Pneumonia. ISDMCI 2021: 714-728 - [c32]Serhii Kondratiuk, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias:
Three-Dimensional Convolutions and Temporal Data for Sign Language Recognition. IT&I 2021: 220-228 - [c31]Eduard Manziuk, Iurii Krak, Olexander Barmak, Olexander Mazurets, Vladislav A. Kuznetsov, Olexander Pylypiak:
Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain. ProfIT AI 2021: 11-22 - [c30]Iurii Krak, Hrygorii Kudin, Veda Kasianiuk, Mykola Efremov:
Hyperplane Clustering of the Data in the Vector Space of Features Based on Pseudo Inversion Tools. ProfIT AI 2021: 98-105 - [e2]Vitaliy Snytyuk, Anatoly Anisimov, Iurii Krak, Mykola Nikitchenko, Oleksandr Marchenko, Frédéric Mallet, Vitaliy V. Tsyganok, Chris Aldrich, Andreas Pester, Hiroshi Tanaka, Karsten Henke, Oleg Chertov, Sándor Bozóki, Vladimir Vovk:
Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, Kyiv, Ukraine, December 02-03, 2020. CEUR Workshop Proceedings 2833, CEUR-WS.org 2021 [contents] - [e1]Vitaliy Snytyuk, Anatoly Anisimov, Iurii Krak, Mykola Nikitchenko, Oleksandr Marchenko, Frédéric Mallet, Vitaliy V. Tsyganok, Chris Aldrich, Andreas Pester, Hiroshi Tanaka, Karsten Henke, Oleg Chertov, Sándor Bozóki, Vladimir Vovk:
Proceedings of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Workshops Proceedings, Kyiv, Ukraine, December 02-03, 2020. CEUR Workshop Proceedings 2845, CEUR-WS.org 2021 [contents] - 2020
- [j1]Indira Karymsakova, Natalya Denissova, Saule Kumargazhanova, Iurii Krak:
Robotic plasma Spraying System for implants of Complex Structure: 3D Model and motion Planning. Int. J. Comput. 19: 224-232 (2020) - [c29]Iurii Krak, Anatolii Pashko, Oleg Khorozov, Oleg Stelia:
Physiological signals analysis, recognition and classification using machine learning algorithms. CMIS 2020: 955-965 - [c28]Olexander Barmak
Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach. CSIT (1) 2020: 11-14 - [c27]Olexander Barmak, Iurii Krak, Eduard Manziuk:
Diversity as The Basis for Effective Clustering-Based Classification. ICST 2020: 53-67 - [c26]Olexander Barmak, Olexander Mazurets, Iurii Krak, Anatolii Kulias:
Method for Automated Test Tasks Creation for Educational Materials. ICST 2020: 309-320 - [c25]Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs. IDDM 2020: 11-21 - [c24]Iurii Krak, Anatolii Pashko, Oleg Stelia, Olexander Barmak, Sergey Pavlov:
Selection Parameters in the ECG Signals for Analysis of QRS Complexes. IntelITSIS 2020: 1-13 - [c23]Olexander Barmak, Iurii Krak, Eduard Manziuk, Volodymyr Lytvynenko, Oleg Kalyta:
Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas. IntelITSIS 2020: 96-106 - [c22]Olexander Barmak
Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors. ISDMCI 2020: 65-76 - [c21]Anatolii Pashko
Isolation of Informative Features for the Analysis of QRS Complex in ECG Signals. ISDMCI 2020: 409-422 - [c20]Serhii Kondratiuk
Fingerspelling Alphabet Recognition Using CNNs with 3D Convolutions for Cross Platform Applications. ISDMCI 2020: 585-596 - [c19]Olexander Barmak, Eduard Manziuk, Oleg Kalyta, Iurii Krak, Vladislav A. Kuznetsov, Anatoliy Kulias:
Розпізнавання емоційних проявів за групуванням скупченостей характерних мімічних станів обличчя людини - Recognition of Emotional Expressions Using the Grouping Crowdings of Characteristic Mimic States. UkrPROG 2020: 173-181
2010 – 2019
- 2019
- [c18]Vladislav A. Kuznetsov, Iurii Krak, Olexander Barmak, Anatolii Kulias:
Facial Expressions Analysis for Applications in the Study of Sign Language. CMIS 2019: 159-172 - [c17]Serhii Kondratiuk, Iurii Krak, Olexander Barmak, Anatolii Pashko:
Fingerspelling Alphabet 3D Modeling and Recognition Base on CNN Technology for Cross Platform Applications. CMIS 2019: 173-182 - [c16]Olexander Barmak, Ruslan Bahrii, Iurii Krak, Veda Kasianiuk:
Information Technology for Entering Text Based on Tools of the Special Virtual Keyboard Mobile and Auxiliary Devices. CMIS 2019: 413-427 - [c15]Olexander Barmak
Using piecewise hyper linear classification in multidimensional feature space for text content. CSIT (2) 2019: 119-123 - [c14]Iurii Krak
Data Classification Based on the Features Reduction and Piecewise Linear Separation. ICO 2019: 282-289 - [c13]Iurii Krak
Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization. ISDMCI 2019: 35-47 - [c12]Oleg Stelia
Controlled Spline of Third Degree: Approximation Properties and Practical Application. ISDMCI 2019: 215-224 - [c11]Ainur Ualkhanova
Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section. ISDMCI 2019: 377-388 - [c10]Olexander Barmak
Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials. ISDMCI 2019: 554-569 - 2018
- [c9]Sergii Kondratiuk, Iurii Krak
Dactyl Alphabet Modeling and Recognition Using Cross Platform Software. DSMP 2018: 420-423 - [c8]Olexander Barmak, Yuri Krak, Eduard Manziuk:
Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification. UkrPROG 2018: 171-179 - [c7]Yuri Krak, Olexander Barmak, Olexander Mazurets:
Практична реалізація інформаційної технології автоматизованого визначення множини семантичних термінів в контенті навчальних матеріалів The practice implementation of the information technology for automated definition of semantic terms sets in the content of educational materials. UkrPROG 2018: 245-254 - [c6]Iurii Kryvonos, Iurii Krak, Miroslav Lisniak, Anton Ternov:
Розробка архітектури програмного забезпечення для інтерактивного навчання жестовій мові (Software architectural design for the interactive learning of sign language). UkrPROG 2018: 295-302 - 2017
- [c5]Iurii Krak
Cross-platform software for the development of sign communication system: Dactyl language modelling. CSIT (1) 2017: 167-170 - 2016
- [c4]Saule Kudubayeva
Computing of hands gestures' informative video features. CSIT 2016: 55-58 - [c3]Iurii Krak, Olexander Barmak, Olexander Mazurets:
The practice investigation of the information technology efficiency for automated definition of terms in the semantic content of educational materials. UkrPROG 2016: 237-245 - 2014
- [c2]Iurii Krak, Olexander Barmak, Sergii Romanyshyn:
Автоматизований переклад з української мови на українську жестову мову: алгоритмична реалізація (Automated translation from ukrainian to sign language: algorithmic implementation). UkrPROG 2014: 285-294 - [c1]Iurii Kryvonos, Iurii Krak, Miroslav Lisniak, Anton Ternov:
Розробка архітектури програмного забезпечення для інтерактивного навчання жестовій мові (Software architectural design for the interactive learning of sign language). UkrPROG 2014: 295-302
Coauthor Index
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