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ORCIDMoMLeT+DS 2022: Leiden, The Netherlands / Lviv, Ukraine
- Michael Emmerich, Victoria Vysotska:
Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, Leiden-Lviv, The Netherlands-Ukraine, November 25-26, 2022. CEUR Workshop Proceedings 3312, CEUR-WS.org 2022 - Michael Emmerich, Yulian Kuryliak, Dmytro Dosyn:
Simulation of the Effects of Targeted Immunization on the Peak Number of Infections in Complex Networks. 1-13 - Dmytro Dosyn, Yousef Ibrahim Daradkeh, Vira Kovalevych, Mykhailo Luchkevych, Yaroslav Kis:
Domain Ontology Learning using Link Grammar Parser and WordNet. 14-36 - Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Bohdan Kovalskyi:
VAD in Speech Coder Based on Wavelet Transform. 37-46 - Anait Karapetyan, Eugene Fedorov, Oleksii Smirnov:
Creating Neural Network and Single Solution Human-Based Metaheuristic Methods of Solving the Traveling Salesman Problem. 47-58 - Vladyslav Shlianin, Yuri G. Gordienko, Sergii G. Stirenko:
Link Prediction Method in Graph Objects by Auto Encoding in Graph Neural Networks. 59-75 - Oleh Romanovskyi, Ievgen Iosifov, Olena Iosifova, Volodymyr Sokolov, Pavlo Skladannyi, Igor Sukaylo:
Prototyping Methodology of End-to-End Speech Analytics Software. 76-86 - Sergey Orekhov:
Advanced Method of Synthesis of Semantic Kernel of E-content. 87-97 - Oleksandr S. Bauzha, Taras Chaikivskyi, Valentyna Maliarenko, Bohdan Sus, Sergiy P. Zagorodnyuk:
Optimizing the Process of Soybean Oil Epoxidation by the means of Artificial Intelligence. 98-108 - Kostiantyn Kostiukevych, Yuri G. Gordienko, Nikita Gordienko, Oleksandr Rokovyi, Sergii G. Stirenko:
Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface. 109-122 - Roman Dzhala, Volodymyr Yuzevych, Roman Mysiuk, Vasyl Brych, Ruslan Skrynkovskyy, Vitalii Lozovan, Yuriy Tyrkalo:
Simulation of Corrosion Fracture of Nano-Concrete at the Interface with Reinforcement Taking into Account Temperature Change. 123-133 - Dmitriy Klyushin:
Nonparametric method for estimation of forecasting models using small samples. 134-143 - Sergey Tyshko, Oleksandr Lavrut, Victoria Vysotska, Oksana Markiv, Oleh Zabula, Yurii Chernichenko, Tetiana Lavrut:
Compensatory Method for Measuring Phase Shift Using Signals Bisemiperiodic Conversion in Diagnostic Intelligence Systems. 144-154 - Serhii Lienkov, Sergey Shvorov, Oleksandr Sieliukov, Igor Tolok, Nataliia Lytvynenko, Taras Davydenko:
Deep Learning of Neural Networks Using Genetic Algorithms. 155-164 - Vadym Slyusar, Ihor Sliusar, Nataliia Bihun, Volodymyr Piliuhin:
Segmentation of analogue meter readings using neural networks. 165-175 - Nataliya Boyko, Yaroslav Rohan, Svitlana Honchar:
Model of Estimation of Distribution Density for Large Statistical Datasets. 176-188 - Oleksiy Oletsky, Ivan Peleshchak:
On Applying the Structured Model "State-Probability of Action" to Multi-Criteria Decision Making and Contradictory Reasoning. 189-199 - Andrii Kopp, Dmytro Orlovskyi, Sergey Orekhov:
Towards Understandability Evaluation of Business Process Models using Activity Textual Analysis. 200-211 - Taras Basyuk, Andrii Vasyliuk, Vasyl Lytvyn, Olha Vlasenko:
Features of designing and implementing an information system for studying and determining the level of foreign language proficiency. 212-225 - Taras Basyuk, Andrii Vasyliuk, Lyubomyr I. Demkiv:
Peculiarities of organizing the workspace using machine learning methods. 226-240 - Vasyl Teslyuk, Bohdan Borkivskyi, Hamza Ali Alshawabkeh:
Models and means of object recognition using artificial neural networks. 241-251 - Rostyslav Yurynets, Zoryna Yurynets, Mariola Grzebyk, Marianna Kokhan, Nataliia Kunanets, Maryna Shevchenko:
Neural Network Modeling of the Social and Economic, Investment and Innovation Policy of the State. 252-262 - Oleh Veres, Pavlo Ilchuk, Olha Kots, Yana Levus, Olha Vlasenko:
Recommendation System for Leisure Time-Management in Quarantine Conditions. 263-282 - Nataliia Kholodna, Victoria Vysotska, Oksana Markiv, Sofiia Chyrun:
Machine Learning Model for Paraphrases Detection Based on Text Content Pair Binary Classification. 283-306 - Oleksandr Mediakov, Bohdan Korostynskyi, Victoria Vysotska, Oksana Markiv, Sofiia Chyrun:
Experimental and Exploratory Analysis of Programming Languages Popularity According to the PYPL Index. 307-332 - Myroslava Bublyk, Vadym Shandurskyi, Taras Machita, Piotr Grudowski, Oleksandr Pavlyuk:
Analysing By-Products Interaction as an Industry Resource of Circular Economy in Ukraine and the World. 333-344 - Myroslava Bublyk, Vadym Humeniuk, Taras Mikhalchuk, Ayhan Surek, Oleksandr Filizhanko:
Analysing the Cases of Population Disease at Critical Levels of Environmental Pollution by Emissions, Discharges, and Waste. 345-358 - Yurii Matseliukh, Andrii Berko, Agnieszka Kowalska-Styczen, Lyubomyr Chyrun:
Intelligent System of Dynamic 2D Visualization of Passenger Flows of Public Transport Routes Based on OpenGL. 359-387 - Oleksiy Tverdokhlib, Denis Shavaev, Yurii Matseliukh, Aleksandr Gozhyj, Anna Maria Trzaskowska, Maksym Korobchynskyi, Lyubomyr Chyrun, Irina Kalinina:
Analysis Method for Determining the Suitability of Water for Human Consumption. 388-411
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