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Titlebook: Computational Science – ICCS 2019; 19th International C João M. F. Rodrigues,Pedro J. S. Cardoso,Peter M.A Conference proceedings 2019 Spri

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Evgeny V. Konyshev,Anna K. Lutoshkinaty. The predominant challenge is to alleviate the “heterogeneous gap” between different modalities. For text-image retrieval, the typical solution is to project text features and image features into a common semantic space and measure the cross-modal similarity. However, semantically relevant data f
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Business Analytics and Sustainability, can improve treatment and significantly decrease associated healthcare cost, which reveals an urgent need for the development of ASD screening. However, the data used for ASD screening is heterogenous and multi-source, resulting in existing screening tools for ASD screening are expensive, time-inte
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https://doi.org/10.1007/978-981-15-9554-7of deep-learning strategies. Artificial neural networks are built from elementary units that generate a piecewise, often almost linear approximation of the function or pattern. To improve the extrapolation of nonlinear functions and patterns beyond the training domain, we propose to augment the fund
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Benjamin E. Jakob,Christopher Stehr real application. With that in mind, this paper describes an empirical study performed on . using 8 algorithms from the state-of-the-art and 8 datasets that refer to a variety of real-world tasks of high impact, like spotting cyberattacks, clinical pathologies and abnormalities in nature. We presen
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https://doi.org/10.1007/978-3-030-46119-5g the shape of atomic nuclei. The current method involves fitting each sample in the dataset to a given parameterized model function. However, this procedure is computationally expensive due to the nature of the nonlinear curve fitting problem. Since data is skewed towards non-unique signatures, we
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https://doi.org/10.1007/978-3-030-46119-5the world, especially the urban areas where people are crowd and active, into regions is very crucial. In this paper, we propose a novel method called Restricted Spatial-Temporal DBSCAN (RST-DBSCAN). The key idea is to partition busy urban areas based on spatial-temporal information. Arbitrary and s
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