Titlebook: Intelligent Decision Technologies; Proceedings of the 1 Ireneusz Czarnowski,Robert J. Howlett,Lakhmi C. Ja Conference proceedings 2022 The

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Estimation and Prediction of the Technical Condition of an Object Based on Machine Learning Algorithioning of the object. Machine learning methods can be applied to solve this problem. However, usually the ratio of serviceable and faulty states of the object in the training sample is uneven. As a rule, there are more serviceable states than faulty ones. Therefore, for a more reliable forecast of t

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Using Machine Learning Methods to Solve Problems of Monitoring the State of Steel Structure Elementsf video images obtained during the inspection of structural elements. The processing is performed using combinations of artificial neural networks that have passed special training procedures based on transfer learning technologies. This approach allows to overcome the problems of training and post-

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Ireneusz Czarnowski,Robert J. Howlett,Lakhmi C. JaPresents research works in the field of intelligent decision-making.Provides original works presented at KES-IDT 2022 held in Rhodes, Greece.Serves as a reference for researchers and practitioners in