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MoMLeT+DS 2023: Lviv, Ukraine
- Michael Emmerich, Victoria Vysotska, Volodymyr Lytvynenko:
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), Lviv, Ukraine, June 3, 2023. CEUR Workshop Proceedings 3426, CEUR-WS.org 2023 - Peter Bidyuk, Irina Kalinina, Oleksandr Zhebko, Aleksandr Gozhyj, Tetiana Hannichenko:
Classification System Based on Ensemble Methods for Solving Machine Learning Tasks. 1-11 - Dmitriy Klyushin, Andrii Urazovskyi:
Locating Changepoints in Multidimensional Time Series Using Non-Parametric Methods. 12-24 - Irina Kalinina, Peter Bidyuk, Aleksandr Gozhyj, Pavlo Malchenko:
Combining Forecasts Based on Time Series Models in Machine Learning Tasks. 25-35 - Rayees Ahmad Dar, Rana Hashmy:
A Survey on COVID-19 related Fake News Detection using Machine Learning Models. 36-46 - Roman Odarchenko, Azamat Imanbayev, Alla Pinchuk:
Development of the Testbed for Testing Deep Learning Based IDS System for 5G Network. 47-64 - Serhii Robotko, Andriy M. Topalov, Serhii Nekrasov, Valeriy Zaytsev, Dmytro Zaytsev:
Machine Learning and Modeling of the Impact of Trademark Filings on GDP Growth based on Python. 65-76 - Dmytro Proskurin, Sergiy Gnatyuk, Tetiana Okhrimenko:
Predicting Pseudo-Random and Quantum Random Number Sequences using Hybrid Deep Learning Models. 77-88 - Serhii Vladov, Yurii Shmelov, Ruslan Yakovliev, Yurii Stushchanskyi, Yurii Havryliuk:
Neural Network Method for Controlling the Helicopters Turboshaft Engines Free Turbine Speed at Flight Modes. 89-108 - Yevhen Chychkarov, Olha Zinchenko:
Handwritten Ukrainian Character Recognition using a Convolutional Neural Networks and Synthetic Dataset. 109-121 - Anatoliy Tryhuba, Oksana Malanchuk, Inna Tryhuba:
Prediction of the Duration of Inpatient Treatment of Diabetes in Children Based on Neural Networks. 122-135 - Olga Cherednichenko, Muhammad Fahad:
Collaborative Business Intelligence Virtual Assistant. 136-149 - Rostyslav Yurynets, Zoryna Yurynets, Maryna Nehrey, Yulia Biriukova, Natalia Zhyhaylo:
Modelling of Development of Hotel Business Potential and Economic Growth in Ukraine. 150-160 - Oleh Basystiuk, Nataliia Melnykova, Zoriana Rybchak:
Machine Learning Methods and Tools for Facial Recognition Based on Multimodal Approach. 161-170 - Lesia I. Mochurad, Roman Bliakhar, Nataliia Reverenda:
Identification and Tracking of Unmanned Aerial Vehicles Based on Radar Data. 171-181 - Yuliana Lavryk, Yurii Kryvenchuk:
Product Recommendation System Using Graph Neural Network. 182-192 - Lesia I. Mochurad, Ostap-Vasyl Matviiv, Halyna Lema, Roksolana Vilhutska:
CUDA-Based Algorithm for Lidar Position Determination in Mobile Robotics. 193-203 - Serge Olszewski, Iryna Lurie, Volodymyr Lytvynenko, Violetta Demchenko, Mariia Voronenko, Natalia Kornilovska, Oleg Boskin:
Regression Modeling for Monitoring Organochlorine Pesticide Residues. 204-218 - Oleksandr Yaremchenko, Petro Pukach:
Investigation and Comparative Analysis of Algorithms about Recognition of Micro Mimics for Analysis of Person Using Emotional AI. 219-232 - Bohdan Molodets, Volodymyr V. Hnatushenko, Daniil Boldyriev, Tetiana Bulana:
Information System of Air Quality Assessment Using Data Interpolation from Ground Stations. 233-245 - Maryana Gvozd, Solomiya Ohinok, Uliana Ivaniuk, Kateryna Protsak, Liana Chernobay:
Independent Factors Simulation of the Influence on the Level of Sustainable Development in Intellectual Systems of Management. 246-258 - Ruslana Aleksieieva, Andriy Fesenko, Andriy Dudnik, Yerlan Zhanerke:
Software Tool for Ensuring Data Integrity and Confidentiality Through the Use of Cryptographic Mechanisms. 259-273 - Andrii Kopp, Dmytro Orlovskyi:
Towards the Software Solution for Complexity Minimization of Business Process Models to Improve Understandability. 274-286 - Maxim Ivanytskyi, Yevheniia Znakovska, Yuliya Averyanova:
UAS Flight Trajectory Optimization Algorithm Based on Operative Meteorological Information. 287-297 - Svitlana Krepych, Iryna Spivak, Serhii Spivak:
Methodology of Formation of the Individual Study Plan of the Student Based on the Graph Model of the Dependence of Disciplines. 298-307 - Nestor Shpak, Ihor Novakivskyi, Ihor Kulyniak, Viktoriya Kharchuk, Ihor Oleksiv:
Modeling the Development of the Tourism Industry Using the Koba-Douglas Function for Intelligent Management Systems. 308-321 - Olga Pavlova, Oleksandr Soltyk, Valeriia Shvaiko, Julia Ilchyshyna, Houda El Bouhissi:
Human Morphofunctional Indicators-Based Decision Support System for Choosing Kind of Sport. 322-333 - Houda El Bouhissi, Dyhia Tagzirt, Faycal Bouredjioua, Olga Pavlova:
Health Recommender System for Smart Cities. 334-343 - Volodymyr Pasichnyk, Nataliia Kunanets, Valentyna Yunchyk, Maria Khomyak, Svitlana Yatsyuk, Vadim Muliar, Anatolii Fedonuyk:
Model of the Recommender System for the Selection of Electronic Learning Resources. 344-355 - Petro Kravets, Mykola Prodaniuk, Volodymyr Pasichnyk:
The Stochastic Game Model for Solving Self-Organization Problem of the Hamilton Graph Cycle. 356-371 - Nataliia Kunanets, Olga Artemenko, Volodymyr Pasichnyk, Vasyl Kut, Arsen Ivanchov:
Using React and Fuzzy Expert Systems for Better Travel Experience in Local Route Planning. 372-384 - Oleh Veres, Pavlo Ilchuk, Olha Kots:
Methods of Recommendations for Analysis of Computer Components. 385-405 - Andrii Vasyliuk, Taras Basyuk, Vasyl Lytvyn:
Design and Implementation of a Ukrainian-Language Educational Platform for Learning Programming Languages. 406-420 - Taras Basyuk, Andrii Vasyliuk, Olga Artemenko:
Peculiarities of a Decision-Making Support System Development in Conditions of Uncertainty. 421-434 - Dmytro Ostrovka, Vasyl Teslyuk, Mariana Seneta, Iryna Kazymyra, Tetyana Smerdova:
A Method for Modifying the Geometry of 3D Surfaces in USDZ Format with Further Implementation in the SceneKit Game Engine. 435-445 - Mariia Nazarkevych, Oleh Faizulin, Mykhailo Luchkevych:
Smart Search and Diagnosis Assistant System for Physicians. 446-457 - Victoria Vysotska, Myroslava Bublyk, Yurii Matseliukh, Maryna Shevchenko, Valentyna Panasyuk, Dmytro Karpyn:
Influencing Factors Analysis on European and World Regional Economies Development Caused by War in Ukraine Based on Multi-Criteria Decision-Making Theory. 458-487 - Victoria Vysotska, Oksana Markiv, Stepan Tchynetskyi, Bohdan Polishchuk, Oksana Bratasyuk, Valentyna Panasyuk:
Sentiment Analysis of Information Space as Feedback of Target Audience for Regional E-Business Support in Ukraine. 488-513 - Vasyl Andrunyk, Nataliya Kalka, Tetiana Shestakevych:
Virtual Reality in Art Therapy for Children with Autism. 514-525 - Taras Sopin, Victoria Vysotska, Oksana Markiv, Lyubomyr Chyrun, Vasyl Andrunyk, Sofia Chyrun, Oleh Naum:
Information Technology for Foreign Languages Remote Learning with Adaptation to the User Based on Machine Learning. 526-550 - Roksolana Nazarchuk, Solomiia Albota:
Tweets about Ukraine during the russian-Ukrainian War: Quantitative Characteristics and Sentiment Analysis. 551-560 - Hanna Kravchenko, Zoriana Rybchak, Olha Kulyna, Tetiana Shestakevych:
IT Slang Analysis System. 561-571 - Wilson Ahiara, Temitope Abioye, Tochukwu Chiagunye, Taiwo Olaleye:
An Exploratory Data Analytics of Multivariate Observational Metrics on Generative AI. 572-581 - Malgorzata Szatkowska, Waldemar Wójcik, Wojciech Legiec, Iryna Lurie, Serge Olszewski, Volodymyr Lytvynenko, Mariia Voronenko:
Novel Methodology for Detecting Effective Features in Patients with Multiple Myeloma. 582-609
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