MLW-CoLInS 2024

Table of Contents

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• Online Image Segmentation using Сredibilistic Fuzzy Clustering 1-10 PDF
  Anton Plubiekhin, Dmytro Frolov, Diana Rudenko, Yevgeniy V. Bodyanskiy, Alina Shafronenko
• Intellectual Classification method of Gymnastic Elements Based on Combinations of Descriptive and Generative Approache 11-23 PDF
  Eugene Fedorov, Anastasiia Neskorodieva, Oleksii Smirnov, Tatiana Neskorodieva
• Influence of the Number of Neighbours on the Clustering Metric by Oscillatory Chaotic Neural Network with Dipole Synaptic Connections 24-34 PDF
  Vasyl Lytvyn, Dmytro Dudyk, Petro Pukach, Roman Peleshchak, Ivan Peleshchak
• A Vector Error Correction Model Approach to Analyze the Causality Among SME Export-Import Activity and the Economic Development of EU Countries 35-47 PDF
  Yaroslav Kis, Roman Peleshchak, Bohdan Demediuk, Oleh Peleshchak, Bohdan Kyshakevych
• Monitoring State of Marine Plain Bearings Based on Exponential Degradation Model 48-58 PDF
  Dmitro Stepanchikov, Artem Sharko, Oleksandr Sharko, Artem Yanenko
• Intelligent System for Planning Treatment of Retinopathy with Laser Technology 59-69 PDF
  Andrii Zhuravka, Andrii Chuhai, Yelyzaveta Yaskova, Georgiy Yaskov
• Application of Machine Learning Methods for Forecasting Real Estate Value 70-93 PDF
  Oleh Veres, Pavlo Ilchuk, Olha Kots
• Detection of Similarity Between Images Based on Contrastive Language-Image Pre-Training Neural Network 94-104 PDF
  Vasyl Lytvyn, Bohdan Kopach, Yuriy Gal, Ihor Rishnyak, Roman Peleshchak
• Neuro-Fuzzy Methods for Detecting Sensor Failures in Helicopters Turboshaft Engines 105-123 PDF
  Victoria Vysotska, Serhii Vladov, Ruslan Yakovliev, Alexey Yurko, Andrii Voronin
• Semantic-based Clustering for Education-Science-Business Interaction Bibliometric Analysis 124-140 PDF
  Oleksii Gorokhovatskyi, Nataliya Vnukova, Viktoriia Tyschenko, Viktoriia Ostapenko
• Integrated Geospatial Analysis for Rural Development Metrics 141-160 PDF
  Bohdan Potuzhnyi, Vlada Svirsh, Nataliia Kussul
• Fast Color Images Clustering for Real-Time Computer Vision and AI System 161-177 PDF
  Ruslan Kotelnykov, Natalia Sharonova, Oleksii Filipov, Eugen Vakulik, Kirill Smelyakov, Victoria Vysotska
• Automated Data Mining of the Single Objects from Blurred Astronomical CCD Frames Using the Lucy-Richardson Deconvolution 178-191 PDF
  Vadym E. Savanevych, Sergii V. Khlamov, Vladimir Vlasenko, Emil Hadzhyiev
• Classification of Dynamic Objects Using a Multilayer Perceptron 192-203 PDF
  Mykhailo Luchkevych, Volodymyr Tymchuk, Diana Koshtura, Ivan Peleshchak
• Predicting Protein Subcellular Localization of E. coli Bacteria Using Machine Learning Classifiers 204-214 PDF
  Mamata Das
• Implementation of Neuro-like Network Defuzzifier for Mobile Platform Motion Control System 215-231 PDF
  Roman Tkachenko, Oleksandr Oliinyk, Yurii Opotyak, Vasyl Teslyuk, Ivan Tsmots, Vasyl Rabyk, Pavlo Tkachenko
• Multilayer Neural Network Training Error when AMSGrad, Adam, AdamMax Methods Used 232-254 PDF
  Ivan Kunyo, Volodymyr Franiv, Ivan Katerynchuk, Serhiy Sveleba, Bohdan Melnyk
• Research of Methods for Image Sharpness Evaluation in Photos of People 255-272 PDF
  Victoria Vysotska, Natalia Sharonova, Oleksandr Dolhanenko, Mariya Shirokopetleva, Anastasiya Chupryna, Serhii Smelyakov
• The Concept of Efficient Utilization of the Uplink Frequency Resource of a Smart Factory 5G Cluster by IIoT Devices 273-283 PDF
  Oksana V. Kovtun, Viacheslav Kovtun
• Forecasting the Dynamics of Cryptocurrency Rates Based on Logistic Regression 284-295 PDF
  Zoryna Yurynets, Rostyslav Yurynets, Paulina Kolisnichenko, Grzegorz Konieczny, Abdel-Badeeh M. Salem
• Harnessing the Advantages of Binary Networks for Neural-Symbolic Computing 296-315 PDF
  Yuriy Shcherbyna, Nataliia Kunanets, Volodymyr Karpiv
• Models and Technologies for Autoscaling Based on Machine Learning for Microservices Architecture 316-330 PDF
  Andrey Kupin, Dmytro Zubov, Serhiy Semerikov, Maxim Kosei, Vladyslav Holiver
• Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory 331-341 PDF
  Polina Sytnikova, Dmytro Chernyshov, Dmytro Sytnikov, Olga Cherednichenko
• Intelligent Methods of Secure Routing in Software-Defined Networks 342-351 PDF
  Nadiia Babkova, Ganna Pliekhova, Olga Cherednichenko, Natalia Sharonova