SMARTINDUSTRY 2024

Table of Contents

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• Predictive Maintenance for Wind Turbine Bearings: An MLOps Approach with the DIAFS Machine Learning Model 1-14 PDF
  Natalia Shakhovska, Jaime Campos
• Development of an Artificial Intelligence Tool and Sensing in Informatization Systems of Mobile Robots 15-31 PDF
  Alexander Trunov
• PCA-NuSVR Framework for Predicting Local and Global Indicators of Tunneling-induced Building Damage 32-46 PDF
  Jelena Ninic, Ivan Izonin, Roman Tkachenko, Stergios Aristoteles Mitoulis, Oleslav Boychuk, Ali Gamra
• Design and Deployment of Data Development Toolkit in Cloud Manufacturing Environments 47-56 PDF
  Solomiia Liaskovska, Dmytro Liaskovsky, Yevgen Martyn, Andy T. Augousti, Natalia Shakhovska
• Research and Development of Image Processing Algorithms for Effective Recognition of Various Gestures in Real Time 57-69 PDF
  Petro Telishevskyi, Nataliya Boyko, Sotiris Argyroudis
• Machine Learning Models for the Recognition of Commands in Smart Home Technologies 70-87 PDF
  Michal Gregus, Lesia I. Mochurad, Viktoriia Babii
• Responsive Dehydration: Sensor-driven Optimisation of Production Cycles in a Solar Dehydrator 88-99 PDF
  Paulo Bruno Rossi da Silva, Arthur Marangoanha Silva, Pedro Babo, Bernardo Farrero, Luis Frolen Ribeiro
• Formation of the Method of Description and Control of the Relative Position of the Links of the Upper Limbs of the Grip of an Anthropomorphic Robot 100-110 PDF
  Alexander Trunov
• Machine Learning Algorithms Evaluated for Urban Land Use and Land Cover Classification Using Sentinel 2 Data 111-121 PDF
  Gareth Rees 0001, Liliia Hebryn-Baidy
• A Two-Stage Feature Selection Method for Neural Network Predictive Models for AGV 122-137 PDF
  Olena Pavliuk, Mykola O. Medykovskyy, Myroslav Mishchuk, Rafal Cupek
• Efficient Collision Detection and Trajectory Validation Approach in Static Scenes Using Deep Neural Networks 138-149 PDF
  Olga Duran, Yevgen Martyn, Solomiia Liaskovska, Oleksandr Pshenychny, Vitalii Mil
• Machine Learning for Business Process Automation 150-160 PDF
  Oleh Basystiuk, Nataliya Kryvinska, Oleh Tomashevskyy
• Detection of Vehicles in Aerial Photographs Using Convolutional Neural Network 161-179 PDF
  Sergei Subbotin 0001, Andrii O. Oliinyk, Tetiana Kolpakova, Danylo Borovyk, Roman Fedoniuk
• Optimizing the Structural Parameters of the Robotic System to Ensure the Efficiency and Reliability of Work in the Production Environment 180-197 PDF
  Oleksandr Kachur, Andy Augousti, Vitaliy Korendiy, Olena Lanets
• Sentiment Analysis of Twitter: Turkey Earthquake 2023 Case 198-208 PDF
  Oguz Findik, Ala Kamal Rashid
• Cloud Cultivation: Optimizing Agricultural Automation Practices through Deep Learning 209-217 PDF
  Abhishek Pandey, V. Ramesh
• Artificial Intelligence for the Future of Construction - abstract PDF
  José M. Peña 0002, Ivan Izonin, Antonio LaTorre
• Cobots and Industrial Robots - abstract PDF
  Solomiia Liaskovska