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Titlebook: Human Centred Intelligent Systems; Proceedings of KES-H Alfred Zimmermann,Robert J. Howlett,Rainer Schmidt Conference proceedings 2021 The

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Object Design System by Interactive Evolutionary Computation Using GAN with Contour Imagesur image of the object which the user wants to design. Here, a conditional GAN is adopted in order to utilize the contour image. GANs can generate lifelike images of objects, however, it is hard to control the output, since GAN just generates images randomly with the distribution learned from traini
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Development of a Unified Artificial Immune System for Intelligent Technology of Complex Industrial A oil and gas industry for the successful implementation of the Industrialization 4.0 program and sustainable development of the industry. Large volumes of information and a high rate of analysis of current production data, which are encountered in modern oil refining production, increase the risk of
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Hybrid OSA-CSA Model for an Efficient Dynamic Spectrum Access in Cognitive Radio Environmentscommunication, such as the ever-increasing spectrum demand and inefficient spectrum use. This work proposes a hybrid model for dynamic spectrum access in cognitive radio environments. The access type combines the benefits of opportunistic spectrum access (OSA) and concurrent spectrum access (CSA). T
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Univariate Time Series Forecasting by Investigating Intermittence and Demand Individuallyhe more difficult is it to predict them. With Croston’s approach in 1972 (1.Nr. 3:289–303), intermittence and demand of a time series were investigated the first time separately. He proposes an exponential smoothing in his attempt to generate a forecast which corresponds to the demand per period in
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