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Titlebook: Advances in Intelligent Data Analysis VIII; 8th International Sy Niall M. Adams,Céline Robardet,Jean-Fran?ois Bouli Conference proceedings

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發(fā)表于 2025-3-23 11:59:22 | 只看該作者
Degrees of models with prescribed Scott set, define a distance between pairs of values of the same categorical attribute, since they are not ordered. In this paper, we propose a method to learn a context-based distance for categorical attributes. The key intuition of this work is that the distance between two values of a categorical attribute
12#
發(fā)表于 2025-3-23 16:02:13 | 只看該作者
Julia F. Knight,Alistair H. Lachlanare readily available while only a small number of labeled training samples are accessible. The paper proposes a semi-supervised classifier that integrates a clustering based Expectation Maximization (EM) algorithm into radial basis function (RBF) neural networks and can learn for classification fro
13#
發(fā)表于 2025-3-23 18:37:26 | 只看該作者
https://doi.org/10.1007/BFb0082228. However, .-NN relies usually on the use of Euclidean distances that fail often to reflect accurately the sample proximities. Non Euclidean dissimilarities focus on different features of the data and should be integrated in order to reduce the misclassification errors..In this paper, we learn a lin
14#
發(fā)表于 2025-3-24 01:32:39 | 只看該作者
15#
發(fā)表于 2025-3-24 03:07:12 | 只看該作者
16#
發(fā)表于 2025-3-24 10:15:24 | 只看該作者
17#
發(fā)表于 2025-3-24 14:37:46 | 只看該作者
Classification Theory of Riemann Surfaces In this paper, we tackle sequential data and we define an exact condensed representation for sequential patterns according to the frequency-based measures. These measures are often used, typically in order to evaluate classification rules. Furthermore, we show how to infer the best patterns accordi
18#
發(fā)表于 2025-3-24 17:09:42 | 只看該作者
19#
發(fā)表于 2025-3-24 20:27:51 | 只看該作者
20#
發(fā)表于 2025-3-25 00:44:12 | 只看該作者
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