Iurii Krak

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Myocardium Segmentation using Two-Step Deep Learning with Smoothed Masks by Gaussian Blur.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Robust R-peak Detection using Deep Learning based on Integrating Domain Knowledge.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

Hardware Usage Improvement for Small Data Problem Solving by Deep Learning Methods.

[BibT_eX]

[DOI]

,

,

,

,

Oleg Stelia

,

Veda Kasianiuk

Proceedings of the 11-th International Conference "Information Control Systems & Technologies", 2023

Development of Models of Self-Reinforcing Effects for Big Data Evaluation.

[BibT_eX]

[DOI]

,

,

,

,

,

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

An Approximation Cascade Scheme via Rational Fractions for Biomedical Data Analysis.

[BibT_eX]

[DOI]

,

,

,

,

,

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

Method for Sentiment Analysis of Ukrainian-Language Reviews in E-Commerce Using RoBERTa Neural Network.

[BibT_eX]

[DOI]

,

,

,

,

,

,

Proceedings of the 7th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2023

Analysis of Deep Learning Methods in Adaptation to the Small Data Problem Solving.

[BibT_eX]

[DOI]

,

Vladyslav A. Kuznetsov

,

,

,

,

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Visual Analytics-Based Method for Sentiment Analysis of COVID-19 Ukrainian Tweets.

[BibT_eX]

[DOI]

,

,

,

,

,

,

,

Proceedings of the Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making, 2022

Finding Moving Targets on the Projection Image from the Laser Emitter of the Multimedia Trainer (keynote).

[BibT_eX]

[DOI]

Serhii Yaremenko

,

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Method of Facial Geometric Feature Representation for Information Security Systems.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022

Human-in-the-Loop Approach Based on MRI and ECG for Healthcare Diagnosis.

[BibT_eX]

[DOI]

,

,

,

,

,

Proceedings of the 5th International Conference on Informatics & Data-Driven Medicine, Lyon, France, November 18, 2022

Text Data Vectorization Model of Ukrainian-Language Internet Communication Content.

[BibT_eX]

[DOI]

,

,

,

,

,

,

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

A Comparative Study on Algorithms of Computer Vision and Deep Learning for Facial Expressions Analysis.

[BibT_eX]

[DOI]

Vladyslav A. Kuznetsov

,

,

,

,

Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022). Volume I: Main Conference, 2022

Using the Temporal Data and Three-dimensional Convolutions for Sign Language Alphabet Recognition.

[BibT_eX]

[DOI]

,

,

,

Proceedings of The Fifth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2022), 2022

An Approach Based on the Visualization Model for the Ukrainian Web Content Classification.

[BibT_eX]

[DOI]

,

,

,

,

,

,

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

Structural Alignment Method of Conceptual Categories of Ontology and Formalized Domain.

[BibT_eX]

[DOI]

,

,

,

,

,

Olexander Pylypiak

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

Hyperplane Clustering of the Data in the Vector Space of Features Based on Pseudo Inversion Tools.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2021) 2021, 2021

Three-Dimensional Convolutions and Temporal Data for Sign Language Recognition.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021

An Expert System Prototype for the Early Diagnosis of Pneumonia.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Baseline Wander Correction of the Electrocardiogram Signals for Effective Preprocessing.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

Method for Adaptive Semantic Testing of Educational Materials Level of Knowledge.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

On Development Classification Methods for Hidden Features Separation in Data.

[BibT_eX]

[DOI]

Valentina Petrovych

,

,

,

,

,

,

Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), 2021

Formal Model of Trustworthy Artificial Intelligence Based on Standardization.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions.

[BibT_eX]

[DOI]

,

Patricia Muñoz de Escalona

,

Pavlo Radiuk

Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, 2021

Information Technology for Adaptive Semantic Testing of Knowledge Level of Educational Materials.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Development of an Intelligent Robotic System for Plasma Processing of Industrial Products with Complex Shape.

[BibT_eX]

[DOI]

,

,

,

,

,

,

,

Irina Dyomina

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Automation of Scheduling Training Sessions in Educational Institutions using Genetic Algorithms.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Determination of the Position of the Laser Spot in the Plane of the Photo Sensor of the Multimedia Shooting Gallery.

[BibT_eX]

[DOI]

Serhii Yaremenko

,

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

On Classification Hidden Concepts Language in Specialized Texts Based on Methods of the Intellectual Data Processing.

[BibT_eX]

[DOI]

,

Valentina Petrovych

,

,

,

,

Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021

Hyperplane clasterization of the small data based on pseudo-inverse and projective matrices (short paper).

[BibT_eX]

[DOI]

,

,

,

,

,

Yedilkhan Amirgaliyev

,

Veda Kasianiuk

Proceedings of the 2nd International Workshop on Computational & Information Technologies for Risk-Informed Systems (CITRisk 2021) co-located with XXI International Conference on Information Technologies in Education and Management (ITEM 2021), 2021

Розпізнавання емоційних проявів за групуванням скупченостей характерних мімічних станів обличчя людини - Recognition of Emotional Expressions Using the Grouping Crowdings of Characteristic Mimic States.

[BibT_eX]

[DOI]

,

,

,

,

,

Proceedings of the 12th International Scientific and Practical Conference of Programming (UkrPROG 2020), 2020

Isolation of Informative Features for the Analysis of QRS Complex in ECG Signals.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Fingerspelling Alphabet Recognition Using CNNs with 3D Convolutions for Cross Platform Applications.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors.

[BibT_eX]

[DOI]

,

,

,

,

Vladyslav A. Kuznetsov

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2020

Selection Parameters in the ECG Signals for Analysis of QRS Complexes.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas.

[BibT_eX]

[DOI]

,

,

,

,

Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, 2020

Information Technology for Early Diagnosis of Pneumonia on Individual Radiographs.

[BibT_eX]

[DOI]

,

,

Pavlo Radiuk

Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine, Växjö, Sweden, November 19, 2020

Method for Automated Test Tasks Creation for Educational Materials.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the 9th International Conference "Information Control Systems & Technologies", 2020

Diversity as The Basis for Effective Clustering-Based Classification.

[BibT_eX]

[DOI]

,

,

Proceedings of the 9th International Conference "Information Control Systems & Technologies", 2020

Classification Based Hierarchical Clustering Prediction Variability in the Ensembles of Models Using a Statistical Approach.

[BibT_eX]

[DOI]

,

,

Proceedings of the IEEE 15th International Conference on Computer Sciences and Information Technologies, 2020

Physiological signals analysis, recognition and classification using machine learning algorithms.

[BibT_eX]

[DOI]

,

,

,

Proceedings of The Third International Workshop on Computer Modeling and Intelligent Systems (CMIS-2020), 2020

Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section.

[BibT_eX]

[DOI]

Ainur Ualkhanova

,

Natalya Denissova

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Controlled Spline of Third Degree: Approximation Properties and Practical Application.

[BibT_eX]

[DOI]

Oleg Stelia

,

,

Leonid Potapenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials.

[BibT_eX]

[DOI]

,

,

,

,

,

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Data Classification Based on the Features Reduction and Piecewise Linear Separation.

[BibT_eX]

[DOI]

,

,

,

ICO, 2019

Using piecewise hyper linear classification in multidimensional feature space for text content.

[BibT_eX]

[DOI]

,

,

Proceedings of the 14th IEEE International Conference on Computer Sciences and Information Technologies, 2019

Facial Expressions Analysis for Applications in the Study of Sign Language.

[BibT_eX]

[DOI]

,

,

,

Anatolii Kulias

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Fingerspelling Alphabet 3D Modeling and Recognition Base on CNN Technology for Cross Platform Applications.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Information Technology for Entering Text Based on Tools of the Special Virtual Keyboard Mobile and Auxiliary Devices.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), 2019

Розробка архітектури програмного забезпечення для інтерактивного навчання жестовій мові (Software architectural design for the interactive learning of sign language).

[BibT_eX]

[DOI]

,

,

,

Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018

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.

[BibT_eX]

[DOI]

Yuri Krak

,

,

Olexander Mazurets

Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018

Характеристика для вибору моделей у ансамблі класифікаторів Characteristics for choice of models in the ansables classification.

[BibT_eX]

[DOI]

,

Yuri Krak

,

Proceedings of the 11th International Conference of Programming UkrPROG 2018, Kyiv, 2018

Dactyl Alphabet Modeling and Recognition Using Cross Platform Software.

[BibT_eX]

[DOI]

Sergii Kondratiuk

,

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Cross-platform software for the development of sign communication system: Dactyl language modelling.

[BibT_eX]

[DOI]

,

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

The practice investigation of the information technology efficiency for automated definition of terms in the semantic content of educational materials.

[BibT_eX]

[DOI]

,

,

Olexander Mazurets

Proceedings of the 10th International Conference of Programming UkrPROG'2016, Kyiv, 2016

Computing of hands gestures' informative video features.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the XIth International Scientific and Technical Conference Computer Sciences and Information Technologies, 2016

Автоматизований переклад з української мови на українську жестову мову: алгоритмична реалізація (Automated translation from ukrainian to sign language: algorithmic implementation).

[BibT_eX]

[DOI]

,