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Titlebook: Computer Vision, Imaging and Computer Graphics Theory and Applications; 17th International J A. Augusto de Sousa,Kurt Debattista,Kadi Bouat

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Springer Studies in Work and Industry patterns from vast heterogeneous datasets must be parsed, filtered, and aggregated using dynamic and scalable methods. ANTENNA, is a visual analytic tool that depicts trajectories of movement gathered from mobile cellphone data, enabling the discovery and analysis of its patterns. The data is proce
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Springer Studies in Work and Industry, the availability of this information can result in users’ overlooking potential problems in the system. This paper investigates whether making errors obvious to the user can influence trust towards a system that has high accuracy but has flaws. In order to test this hypothesis, a series of experim
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Why Traditional Investment Models Don’t Workcollection of images contains all relevant information if properly aligned and aggregated. In this paper, we attempt to build a deep learning pipeline that simultaneously aligns a sequence of distorted images and reconstructs them. We create a dataset that contains images with image distortions, suc
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Two Paths to Your Investment Strategyactive learning methods applied to the task of dataset distillation or core subset selection (subset with near equivalent performance as full dataset). We also study the effect of application of data augmentation (DA) within Bayesian AL based dataset distillation. We perform these experiments on the
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Computer Vision, Imaging and Computer Graphics Theory and Applications978-3-031-45725-8Series ISSN 1865-0929 Series E-ISSN 1865-0937
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