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Titlebook: Building Bridges between Soft and Statistical Methodologies for Data Science; Luis A. García-Escudero,Alfonso Gordaliza,Olgierd Conferenc

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發(fā)表于 2025-3-23 12:50:11 | 只看該作者
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發(fā)表于 2025-3-23 15:00:33 | 只看該作者
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發(fā)表于 2025-3-23 21:12:30 | 只看該作者
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發(fā)表于 2025-3-23 22:36:19 | 只看該作者
https://doi.org/10.1007/978-3-8274-2265-1tion to solve such conflict or inconsistency is to look at maximal coherent subsets of sources (MCS), and to concentrate on those. Yet, enumerating MCS is a difficult combinatorial task in general, making the use of MCS limited in practice. In this paper, we are interested in the case where the piec
15#
發(fā)表于 2025-3-24 03:29:12 | 只看該作者
Quantentheorie der Mechanismen,combined as a new rule in node splitting. The introduction of fuzzy sets in tree learning improves FST performance and provides robustness to the algorithm when data are missing. FST performance improves significantly over other tree-based machine learning algorithms as demonstrated in public clinic
16#
發(fā)表于 2025-3-24 07:33:28 | 只看該作者
https://doi.org/10.1007/978-3-642-52869-9Some kind of one-shot units do not get destroyed when tested, and then survival units can continue within the test providing extra information for inference. This not-destructiveness is a great advantage when the number of units under test are few. On the other hand, one-shot devices may last for lo
17#
發(fā)表于 2025-3-24 13:54:23 | 只看該作者
https://doi.org/10.1007/978-3-642-91737-0lt task to perform. Therefore, in some cases, it is preferable to perform cautious inference. For this purpose, we look into the possibility of an imprecise probabilistic approach for the Plackett-Luce model, a popular probabilistic model for label ranking. We aim at extending current Bayesian infer
18#
發(fā)表于 2025-3-24 18:33:34 | 只看該作者
https://doi.org/10.1007/978-3-642-91737-0simple random sample. Thus, it is reasonable to treat the aggregated values as random variables. In this paper, the concept of aggregation functions of random variables with respect to a stochastic order is presented. Additionally, four alternatives for the choice of the adequate order are considere
19#
發(fā)表于 2025-3-24 19:12:18 | 只看該作者
Forschungsfragen und Hypothesen,graphs (PKGs), a dedicated probabilistic graphical model, as well as Soft Vadalog, a specific language for knowledge representation and reasoning on such model. We illustrate PKGs, the language and the general problem of probabilistic reasoning, providing approximate algorithmic tools to make it fea
20#
發(fā)表于 2025-3-25 02:05:55 | 只看該作者
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