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2nd IntelITSIS 2021: Khmelnytskyi, Ukraine
- Tetiana Hovorushchenko, Oleg Savenko, Peter T. Popov, Sergii Lysenko:
Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, Khmelnytskyi, Ukraine, March 24-26, 2021. CEUR Workshop Proceedings 2853, CEUR-WS.org 2021
Plenary Session: Invited Talks
- Volodymyr V. Hnatushenko, Vadym Zhernovyi, Iryna Udovyk, Olga Shevtsova:
Intelligent System for Building Separation on a Semantically Segmented Map (keynote). 1-11 - Nataliia Dotsenko, Dmytro Chumachenko, Yuliia Husieva, Iryna Kadykova, Igor Chumachenko:
Intelligent Information Technology for Providing Human Resources to Projects in a Multi-Project Environment (keynote). 12-23 - Anatoliy O. Melnyk, Yurii Morozov, Bohdan Havano, Petro Hupalo:
HealthSupervisor: Mobile Application for Round-the-Clock Remote Monitoring of the Human Functional State (keynote). 24-37
Session 1: Intelligent Information Technologies
- Houda El Bouhissi, Micipsa Adel, Anis Ketam, Abdel-Badeeh M. Salem:
Towards an Efficient Knowledge-based Recommendation System. 38-49 - Mykola Skyba, Tetiana Hovorushchenko, Valeriy Martynyuk, Olexander Zasornov, Olga Pavlova:
Intelligent Solar Tracking System as a Prospect for Developing the Alternative Energetics in Ukraine. 50-61 - Sergii Babichev, Mykhailo Yasinskyi, Lyudmyla Yasinska-Damri, Yurii Ratushniak, Volodymyr Lytvynenko:
Current State of the Problem of Gene Expression Data Processing and Extraction to Solve the Reverse Engineering Tasks in the Field of Bioinformatics. 62-71 - Tetiana Hovorushchenko, Yelyzaveta Hnatchuk, Alla Herts, Oksana Onyshko:
Intelligent Information Technology for Supporting the Medical Decision-Making Considering the Legal Basis. 72-82 - Vyacheslav Repeta, Valeriy Zhydetskyy, Olga Cherednichenko, Ihor Liakh:
Modeling with Fuzzy Logic the Migration Capacity of UV-ink Components as a Factor of Potentially Harmful Pollution of Packaging. 83-89 - Sergey M. Ivanov, Nataliia Maksyshko, Mykola Ivanov:
Neural Network Forecasting Using Big Data. 90-98 - Serhii Leoshchenko, Andrii O. Oliinyk, Sergey Subbotin, Vadym Shkarupylo:
Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis. 99-107 - Yevgeniy V. Bodyanskiy, Anastasiia O. Deineko, Oleksandr Hontsa, Oleksandr Zeleniy:
Convolutional hyper basis function neural network and its online learning in the image recognition task. 108-117 - Kateryna Yalova, Kseniia Yashyna, Iryna Ivanochko:
Neural Approach for Named Entity Recognition. 118-126 - Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Danylo Hunko, Nataliia Savina:
Formation of Linear Characteristic of Normalized Raster Transformation for Rhombic Elements. 127-133 - Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Roman Karpyn, Nataliia Savina:
Determination of the Optical Density of Two-Parameter Tone Transfer for a Short Printing System of the Sixth Dimension. 134-140 - Yuliya Sikirda, Tetiana Shmelova, Vyacheslav Kharchenko, Mykola Kasatkin:
Intelligent System for Supporting Collaborative Decision Making by the Pilot/Air Traffic Controller in Flight Emergencies. 127-141 - Andrii Safonyk, Maksym Mishchanchuk, Volodymyr Lytvynenko:
Intelligent Information System for the Determination of Iron in Coagulants Based on a Neural Network. 142-150 - Svitlana Petrasova, Nina Khairova:
Information Technology for Extraction of Coherent Text Fragments from Scientometric Databases. 151-157 - Ivan Lopatto, Mykyta Lebiga, Yurii Forkun, Artem Boyarchuk:
Method for Determining the Informativeness of the Software Requirements Specifications. 158-167 - Bohdan Yeremenko, Yuliia Riabchun, Vitalii Ploskiy, Iryna Aznaurian, Daoud Mezzane, Natalia Kryvinska:
Intelligent Information Technologies Implementation to the Process of Professional Self-identification. 168-177 - Tatiana Neskorodieva, Eugene Fedorov:
Method for Automatic Processing of Audit Content Based on Bidirectional Neural Network Mapping. 178-189 - Eduard Manziuk, Olexander Barmak, Iurii Krak, Olexander Mazurets, Tetiana Skrypnyk:
Formal Model of Trustworthy Artificial Intelligence Based on Standardization. 190-197 - Petro Kravets, Yevhen Burov, Oksana Oborska, Victoria Vysotska, Lyudmyla Dzyubyk, Vasyl Lytvyn:
Stochastic Game Model of Data Clustering. 198-213 - Iurii Krak, Olexander Barmak, Pavlo Radiuk:
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions. 214-227 - Nickolay Rudnichenko, Vladimir Vychuzhanin, Natalia Shibaeva, Svetlana Antoshchuk, Igor Petrov:
Intellectual Information System for Supporting Text Data Rephrasing Processes Based on Deep Learning. 228-237 - Oleksiy V. Kozlov:
Optimal Selection of Membership Functions Types for Fuzzy Control and Decision Making Systems. 238-247 - Yelyzaveta Hnatchuk, Olga Pavlova, Krystyna Havrylyuk:
Method of Forecasting the Characteristics and Evaluating the Implementation Success of IT Projects Based on Requirements Analysis. 248-258 - Vsevolod Senkivskyy, Iryna Pikh, Sergii Babichev, Alona Kudriashova, Nataliia Senkivska:
Modeling of Alternatives and Defining the Best Options for Websites Design. 259-270 - Bohdan Kovalskyi, Artem Boyarchuk, Myroslava Dubnevych, Tetyana Holubnyk:
Information Model for Determining the Significance of Factors Influencing the Level of Digital Noise in Photographic Images. 271-279 - Serhiy Balovsyak, Mariana Borcha, Michal Gregus ml., Khrystyna Odaiska, Nataliya Serpak:
Automatic Processing of Digital X-ray Medical Images by Bilateral Filtration Method. 280-294 - Valerii Lovkin, Andrii O. Oliinyk, Yurii Lukashenko:
Air Pollution Prediction as a Source for Decision Making Framework in Medical Diagnosis. 295-302 - Oleksandr Tymchenko, Nataliia Kunanets, Svitlana Vasiuta, Olha Sosnovska, Orest Khamula:
Synthesis and Research of a Model of Factors of Infographics Compositional Design with Elements of Visual Communication. 303-222 - Yuriy Turbal, Mariana Turbal, Andriy Bomba, Abd Alkaleg Hsen Driwi, Nataliia Kunanets:
Modification of the "Piramidal" Algorithm of the Small Time Series Forecasting. 223-232 - Maryna Zharikova, Volodymyr Sherstjuk, Bohdan Sakovych:
Decision-Support System for Spatially Distributed Multi-Hazard Risk Analysis. 233-245 - Roman Gramyak, Hrystyna Lipyanina-Goncharenko, Anatoliy Sachenko, Taras Lendyuk, Diana Zahorodnia:
Intelligent Method of a Competitive Product Choosing based on the Emotional Feedbacks Coloring. 246-257 - Yaroslav Hnatchuk, Alina Hnatchuk, Maryan Pityn, Ivan Hlukhov, Olga Cherednichenko:
Intelligent Decision Support Agent Based on Fuzzy Logic in Athletes' Adaptive E-Learning Systems. 258-265
Session 2: Systems of Information Security
- Ihor A. Pilkevych, Oleg Boychenko, Nadiia Lobanchykova, Tetiana A. Vakaliuk, Serhiy Semerikov:
Method of Assessing the Influence of Personnel Competence on Institutional Information Security. 266-275 - Oleg Bisikalo, Olesia Boivan, Nina Khairova, Oksana V. Kovtun, Viacheslav Kovtun:
Precision Automated Phonetic Analysis of Speech Signals for Information Technology of Text-dependent Authentication of a Person by Voice. 276-288 - Vyacheslav Gorev, Alexander Gusev, Valerii Korniienko:
Fractional Gaussian Noise Traffic Prediction Based on the Walsh Functions. 289-300 - Mykhailo Kasianchuk, Ihor Yakymenko, Vasyl Yatskiv, Stepan Ivasiev, Andriy Sverstiuk:
Same Bit-Size Moduli Formation of Residue Number System for Application in Asymmetric Cryptography. 301-308 - Sedat Akleylek, Ramazan Koyutürk, Hakan Kutucu:
GPU Implementation of Quantum Secure ABC Cryptosystem on Cuda. 309-316 - Oleksandr Tymchenko, Bohdana Havrysh, Mariya Nazarkevych, Oleksandr O. Tymchenko, Orest Khamula:
Architecture of the Simulator of the Personal Local Wireless Networks: Examples of implementation. 317-329 - Gulmira Shakhmetova, Zhanat Saukhanova, Nur Izura Udzir, Altynbek Sharipbay, Nurgazy Saukhanov:
Application of Pseudo-Memory Finite Automata for Information Encryption. 330-339 - Mykola Stetsyuk, Vasyl Stetsyuk, Bohdan Savenko, Oleg Savenko, Maciej Dobrowolski:
Implementation of Control by Parameters of Client Automated Workplaces of Specialized Information Systems for Neutralization malware. 340-352 - Sergii Lysenko, Kira Bobrovnikova, Piotr Gaj, Tomas Sochor, Iryna Forkun:
Resilient Computer Systems Development for Cyberattacks Resistance. 353-361 - Myroslava Bublyk, Victoria Vysotska, Lyubomyr Chyrun, Valentyna Panasyuk, Oksana Brodyak:
Assessing Security Risks Method in E-Commerce System for IT Portfolio Management. 362-379 - Iryna Moiseenko, Ivanna Dronyuk, Olena Gorina, Halina Mykhailyshyn, Kateryna Dubska:
Automated Compressed Image Recovery Implementation for Video Surveillance Systems as Information Security Improvement. 380-385 - Anastasiia Nicheporuk, Andrii Nicheporuk, Anatoliy Sachenko, Oleg Sachenko, Andrii Kazantsev:
A System for Detecting Anomalies and Identifying Smart Home Devices Using Collective Communication. 386-397 - Lubomir Sikora, Rostislav Tkachuk, Natalia Lysa, Ivanna Dronyuk, Olga Fedevych, Romana Talanchuk:
Information-resource and Cognitive Concept of Threat's Influence Identification on Technogenic System Based on the Cause and Category Diagrams Integration. 398-416 - Vadym Paiuk, Volodymyr Kosenkov, Oleg Savenko, Andrii Nicheporuk, Olena Geidarova:
Application of Multifactor Analysis for the Purpose of Detecting Malicious Software Implants of the Software in Local Computer Networks. 417-426 - Sergii Surkov, Oleksandr Martynyuk:
Authentication and Request Processing Model in High Load Modes for IoT Components. 427-438 - Antonina Kashtalian, Tomas Sochor:
K-means Clustering of Honeynet Data with Unsupervised Representation Learning. 439-449 - Volodymyr Morkun, Natalia V. Morkun, Andrii V. Pikilnyak, Serhiy Semerikov, Oleksandra Serdiuk, Irina Gaponenko:
The Cyber-Physical System for Increasing the Efficiency of the Iron Ore Desliming Process. 450-459 - Volodymyr Torianyk, Vyacheslav Kharchenko, Heorhii Zemlianko:
IMECA Based Assessment of Internet of Drones Systems Cyber Security Considering Radio Frequency Vulnerabilities. 460-470 - Oleksandr Drozd, Olena Ivanova, Kostiantyn Zashcholkin, Vitaliy A. Romankevich, Julia V. Drozd:
Checkability Important for Fail-Safety of FPGA-based Components in Critical Systems. 471-480 - Oleksandr Martynyuk, Lyudmila Sugak, Hanna Stepova, Viktor Antoniuk, Igor Mileiko:
Models of Distributed Systems Testing Based on Energy Consumption in Behavior. 481-493 - Viktor Melnyk:
Data Structures and Lookup Algorithms Investigation for the IEEE 802.15.4 Security Procedures Implementation. 494-513 - Kira Bobrovnikova, Sergii Lysenko, Peter T. Popov, Dmytro Denysiuk, Andrii Goroshko:
Technique for IoT Cyberattacks Detection Based on the Energy Consumption Analysis. 514-526 - Kostiantyn Zashcholkin, Oleksandr Drozd, Olena Ivanova, Ruslan Shaporin, Mykola Kuznietsov:
An Approach to Stego-Container Organization in FPGA Systems for Approximate Data Processing. 527-536
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