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21#
發(fā)表于 2025-3-25 05:09:40 | 只看該作者
https://doi.org/10.1007/978-3-031-57553-2 and class overlap may hinder the region definition step, yielding an unreliable local context for performing the selection task. Thus, we propose in this work a DES technique that uses both the local information and classifiers’ interactions to learn the ensemble combination rule. To that end, we e
22#
發(fā)表于 2025-3-25 09:27:09 | 只看該作者
Modellierung von Wasserverteilungssystemend graph level. In the context of graph classification, graph pooling plays an important role in reducing the number of graph nodes and allowing the graph neural network to learn a hierarchical representation of the input graph. However, most graph pooling methods fail to effectively preserve graph s
23#
發(fā)表于 2025-3-25 13:10:02 | 只看該作者
https://doi.org/10.1007/978-3-322-90963-3main objective of our proposal is to split the knowledge in the graph nodes into semantic and structural knowledge during the embedding process. It uses the autoencoder to extract the semantic knowledge and the graph autoencoder to extract the structural knowledge. The resulting embedded vectors of
24#
發(fā)表于 2025-3-25 17:58:20 | 只看該作者
J?rg Desel,Klaus Pohl,Andy Schürr access to the embedding space, also called latent space. As a result, it is highly desirable to represent, in the input space, elements from the embedding space. Nevertheless, obtaining the inverse embedding is a challenging task, and it involves solving the hard pre-image problem. This task become
25#
發(fā)表于 2025-3-25 22:59:26 | 只看該作者
https://doi.org/10.1007/978-3-658-29131-0ates significant benefits, in particular a better classification performance than the individual ensemble members. However, in order to work properly, ensemble methods require a certain diversity of its members. One way to increase this diversity is to randomly select a subset of the available data
26#
發(fā)表于 2025-3-26 01:32:51 | 只看該作者
27#
發(fā)表于 2025-3-26 08:15:55 | 只看該作者
28#
發(fā)表于 2025-3-26 09:21:38 | 只看該作者
https://doi.org/10.1007/978-3-319-24208-8ls, it is possible to identify many different cell types in parallel. This in turn enables investigation of the spatial cellular architecture in tissue, which is crucial for furthering our understanding of biological processes and diseases. However, cell typing typically depends on the segmentation
29#
發(fā)表于 2025-3-26 14:34:44 | 只看該作者
30#
發(fā)表于 2025-3-26 17:34:58 | 只看該作者
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