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Titlebook: Discovery Science; 26th International C Albert Bifet,Ana Carolina Lorena,Pedro H. Abreu Conference proceedings 2023 The Editor(s) (if appli

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https://doi.org/10.1007/978-3-658-21246-9 author of a review to the reviewed item. Features of users, products and reviews are associated with nodes and edges, respectively..Experiments performed on publicly available review datasets prove the effectiveness of the proposed approach compared with some state-of-the-art approaches.
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Justus Junkermann,Ludwig Goldhahnrchitecture exploiting a . and . in order to learn both components of explanations. The learning procedure is guided by an . that simultaneously maximizes (minimizes, resp.) the isolation of the input outlier before applying the mask (resp., after the application of the mask returned by the mask gen
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Exploring the Reduction of Configuration Spaces of Workflowsataset. In this paper we explore a method that can reduce a large configuration space to a significantly smaller one and so help to reduce the search time for the potentially best workflow. We empirically validate the method on a set of workflows that include four ML algorithms (SVM, RF, LogR and LD
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Knowledge-Guided Additive Modeling for Supervised Regressionhods combining data-driven and model-based approaches. However, while such hybrid methods have been tested in various scientific applications, they have been mostly tested on dynamical systems, with only limited study about the influence of each model component on global performance and parameter id
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