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MoMLeT+DS 2021: Lviv-Shatsk, Ukraine
- Michael Emmerich, Vasyl Lytvyn, Victoria Vysotska, Vitor Basto-Fernandes, Volodymyr Lytvynenko:
Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, Lviv-Shatsk, Ukraine, June 5-6, 2021. CEUR Workshop Proceedings 2917, CEUR-WS.org 2021 - Yulian Kuryliak, Michael Emmerich, Dmytro Dosyn:
On the Effect of Complex Network Topology in Managing Epidemic Outbreaks. 1-15 - Darina Kapusta, Serhii Krivtsov, Dmytro Chumachenko:
Holt's Linear Model of COVID-19 Morbidity Forecasting in Ukraine. 16-25 - Vasyl Lenko, Volodymyr Pasichnyk, Nataliia Kunanets, Yuri Shcherbyna:
Knowledge Representation and Automated Formal Reasoning in Description Logic ALC. 26-39 - Vasyl Sheketa, Roman Vovk, Volodymyr Pikh, Yulia Romanyshyn, Kostiantyn Kravtsiv, Liudmyla Poteriailo, Volodymyr Protsiuk, Mykola Pasyeka:
Solutions Outlining on the Set of Structured Technological Problems with Imposed Constraints. 40-50 - Svitlana Chupakhina, Nadia Pasieka, Marianna Matishak, Mykola Pasieka, Yulia Romanyshyn:
Mathematical Models of Group Dynamics When Working in Teams of Developers of Training Distance Courses. 51-61 - Nadia Pasieka, Nelly Lysenko, Oleksandra Lysenko, Vasyl Sheketa, Mykola Pasieka, Mariana Varvaruk:
Activating the Process of Educational Services Using Independent Computing Resources to Manage and Monitor the Quality of Learning. 62-74 - Vladyslav Tsap, Nataliya Shakhovska, Ivan Sokolovskyi:
The Developing of the System for Automatic Audio to Text Conversion. 75-84 - Oleksandr Matveiev, Anastasiia Zubenko, Dmitry Yevtushenko, Olga Cherednichenko:
Towards Classifying HTML-embedded Product Data Based On Machine Learning Approach. 85-95 - Serhii Yaroshchak, Mahmoud Smaida, Youness El Barg:
Medical Image Enhancement Based on Convolutional Denoising Autoencoders and GMD Model. 96-106 - Vyacheslav Repeta, Ihor Myklushka, Valeriy Zhydetskyy, Valentyna Slobodianyk, Volodymyr Pylypiuk:
Models of the Influence of Factors on the Process of Digital Inkjet Printing of Photographic Images. 107-116 - Dmitriy Klyushin, Irina Martynenko:
Nonparametric Test for Change Point Detection in Time Series. 117-127 - Tetyana Neroda, Roman Ivaskiv, Lidiia Slipchyshyn:
Intelligent Search Engine Development in Designing the Multilevel Model of Academic Library. 128-140 - Valentyna Yunchyk, Anatoliy Fedonuyk, Maria Khomyak, Svetlana Yatsyuk:
Cognitive Modeling of the Learning Process of Training IT Specialists. 141-150 - Oleksiy Oletsky:
Exploring Dynamic Equilibrium Of Alternatives On The Base Of Rectangular Stochastic Matrices. 151-160 - Ievgen Fedorchenko, Andrii Oliinyk, Tetiana Fedoronchak, Tetiana Zaiko, Anastasiia Kharchenko:
The Development of a Genetic Method to Optimize the Flue Gas Desulfurization Process. 161-173 - Oleksiy V. Kozlov:
Structural Optimization of Fuzzy Systems based on Determination of Linguistic Terms Number. 174-185 - Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko:
Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method. 186-195 - Nazar Koval, Anatoliy Tryhuba, Igor Kondysiuk, Inna Tryhuba, Oksana Boiarchuk, Mykola Rudynets, Vitalij Grabovets, Vasyl Onyshchuk:
Forecasting the Fund of Time for Performance of Works in Hybrid Projects Using Machine Training Technologies. 196-206 - Maryna Yevdokymenko, Oleksandra Yeremenko, Anastasiia Shapovalova, Maryna Shapoval, Volodymyr Porokhniak, Natalja Rogovaya:
Investigation of the Secure Paths Set Calculation Approach Based on Vulnerability Assessment. 207-217 - Olha Danyltsiv, Andrii Khomiak, Oleg Nazarevych:
Usage of Artificial Intelligence Systems and Working with the Neural Network in Assessing the Condition of Plants in Smart Greenhouses. 218-230 - Anna Bakurova, Hanna Ropalo, Elina Tereschenko:
Analysis of the Effectiveness of the Successive Concessions Method to Solve the Problem of Diversification. 231-242 - Yuri M. Minaev, Oksana Yu. Filimonova, Julia I. Minaeva:
Tensor Models for Data Extraction and Use of Hidden Knowledge in the Environment of Uncertainty Modeled by Fuzzy Sets of 1 and 2 Types. 243-262 - Khrystyna Beregovska, Vasyl Teslyuk, Vasyl Beregovskyi, Iryna Kazymyra, Liudvih Fabri:
Model and Tools of Adaptive Control of a Smart Home System. 263-272 - Sergey Orekhov, Henadii Malyhon, Tetiana Goncharenko:
Mathematical Model of Semantic Kernel of WEB site. 273-282 - Oleh Veres, Pavlo Ilchuk, Olha Kots:
Intelligent Information System for Remote Customer Service. 283-299 - Nataliya Boyko, Mariia Yatskiv:
Human Operator Stress Assessment System. 300-309 - Nataliya Boyko, Olena Moroz:
Comparative Analysis of Regression Regularization Methods for Life Expectancy Prediction. 310-326 - Nataliia Hrytsiv, Tetiana Shestakevych, Julia Shyyka:
Corpus Technologies in Translation Studies: Fiction as Document. 327-343 - Andrii Vasyliuk, Taras Basyuk:
Features of Creating of Employees' Working Hours Interactive System. 344-356 - Rostyslav Yurynets, Zoryna Yurynets, Olena Budakova, Lesia Gnylianska, Marianna Kokhan:
Innovation and Investment Factors in the State Strategic Management of Social and Economic Development of the Country: Modeling and Forecasting. 357-372 - Nazar Oleksiv, Oksana Oborska, Khrystyna Mykich, Solomiia Mushasta, Yulia Pukach, Oksana Tereshchuk:
Information System of Dynamic and Adaptive Control of Human Diet Based on Machine Learning Technology. 373-406 - Roman Levus, Andrii Berko, Lyubomyr Chyrun, Valentyna Panasyuk, Mykhailo Hrubel:
Intelligent System for Arbitrage Situations Searching in the Cryptocurrency Market. 407-440 - Bohdan Dokhnyak, Victoria Vysotska:
Intelligent Smart Home System Using Amazon Alexa Tools. 441-464 - Mykola Baran, Oleh Kuzmin, Myroslava Bublyk, Valentyna Panasyuk, Khrystyna Lishchynska:
Information System for Quality Control of Polyethylene Production in a Circular Economy. 465-502 - Volodymyr Korolov, Olha Korolova, Ivan-Pavlo Milkovych, Yaroslav Zaiets, Viacheslav Zhyvchuk, Halyna Batyshcheva, Vasyl Lytvyn, Myroslava Bublyk:
Functional Requirements for Decision Support System of Ground Forces Recognition on Battlefield According to NATO Standards. 503-513 - Yuriy Zdorenko, Oleksandr Lavrut, Tetiana Lavrut, Vasyl Lytvyn, Yevhen Burov, Victoria Vysotska:
Route Selection Method in Military Information and Telecommunication Networks Based on ANFIS. 514-524 - Vasyl Andrunyk, Dmytro Shostak:
Information System for Finding Inclusive Places for People with Disabilities. 525-564 - Diana Koshtura, Vasyl Andrunyk, Tetiana Shestakevych:
Development of a Speech-to-Text Program for People with Haring Impairments. 565-583 - Illia Balush, Victoria Vysotska, Solomiia Albota:
Recommendation System Development Based on Intelligent Search, NLP and Machine Learning Methods. 584-617 - Oleh Prokipchuk, Lyubomyr Chyrun, Myroslava Bublyk, Valentyna Panasyuk, Viktor Yakimtsov, Roman Kovalchuk:
Intelligent System for Checking the Authenticity of Goods Based on Blockchain Technology. 618-665 - Vitalii Husak, Lyubomyr Chyrun, Yurii Matseliukh, Aleksandr Gozhyj, Roman Nanivskyi, Mykhailo Luchko:
Intelligent Real-Time Vehicle Tracking Information System. 666-698 - Nataliia Kholodna, Victoria Vysotska, Solomiia Albota:
A Machine Learning Model for Automatic Emotion Detection from Speech. 699-713 - Maksym Fedorov, Andrii Berko, Yurii Matseliukh, Vadim Schuchmann, Ihor Budz, Olga Garbich-Moshora, Myroslava Mamchyn:
Decision Support System for Formation and Implementing Orders Based on Cross Programming and Cloud Computing. 714-748 - Bohdan Oheruk, Roman Peleshchak:
Information System for Monitoring Personal Health Status Based on Big Data Analysis. 749-782 - Yaroslav Neznaradko, Lyubomyr Demkiv:
Mobile Application of Information System for Smartphone Use Control. 783-829 - Andriy Krysovatyy, Hrystyna Lipyanina-Goncharenko, Svitlana Sachenko, Oksana Desyatnyuk:
Economic Crime Detection Using Support Vector Machine Classification. 830-840 - Sergey Rippa, Anatoliy Sachenko, Maria Rippa, Oksana Chereshnyuk, Oleg Sachenko, Taras Lendyuk:
Neurogenetic Tools for Fintech. 841-850 - Volodymyr Lytvynenko, Mariia Voronenko, Olena Kovalchuk, Ulzhalgas Zhunissova, Luidmyla Lytvynenko:
Bayesian Methods Application for the Differential Diagnosis of the Chronic Obstructive Pulmonary Disease. 851-862
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