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Titlebook: Information Systems Architecture and Technology: Proceedings of 38th International Conference on Inf; Part II Jerzy Świątek,Leszek Borzemsk

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Modified HALS Algorithm for Image Completion and Recommendation Systemem has important applications, especially in image processing and social sciences. In our approach, we focus on the problem of recovering missing pixels in images perturbed with impulse noise in a transmission channel as well as estimating unknown ratings in a recommendation system. For solving thes
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A Structure-Driven Process of Automated Refactoring to Design Patternss a process that automates this kind of refactoring. The approach is based on a structural code analysis aimed at design pattern relevance. The process consists of three main phases: code analysis, determination of a refactoring range, and realization of code restructuring. The latter is a complex c
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Modeling Autoreferential Relationships in Association-Oriented Database Metamodele other elements with the same type. The paper introduces modeling of autoreferential relationships in Association-Oriented Database Metamodel in regard to its semantic capabilities, i.e. freedom of defining multiplicity on both sides of relationships, connecting associations with each other and com
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Identification of Objects Based on Generalized Amplitude-Phase Images Statistical Modelsata arrays (semantic models) and statistical correlation analysis methods using the generalized discrete Hilbert transforms (DHT) – 2D Hilbert (Foucault) isotropic (HTI), anisotropic (HTA) and total transforms – AP-analysis (APA) to calculate the APIm. The identified objects are modeled with 3D airp
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An Intelligent Multi-Agent System Framework for Fault Diagnosis of Squirrel-Cage Induction Motor Broto accurately identify faults in induction motors. Multi-agent systems (MAS) as a distributed AI method are efficient in representing intelligent manufacturing systems to achieve decision robustness. In this paper, an intelligent MAS is developed for the decision making in fault diagnosis of three-p
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Performance Comparison of Neural Network Training Algorithms for Load Forecasting in Smart Gridsrids (SPG) the control system of the process should contain a subsystem of forecasting time series - load forecasting, as a parameter directly associated with voltage. The highest requirements applicate for the accuracy of short-term (day-week-month) and operational (within the current day) forecast
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The Experiment with Quality Assessment Method Based on Strategy Design Pattern Exampleg design patterns. The aim of the article is to show the example of quality assessment method of the implementation of the strategy design pattern and benefits which are given by this method. The analysis of the results of method can help the leader of developer team in case of getting decision of t
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