Results 71 to 80 of about 432,855 (169)
Learning and consistency [PDF]
, 1995 In designing learning algorithms it seems quite reasonable to construct them in such a way that all data the algorithm already has obtained are correctly and completely reflected in the hypothesis the algorithm outputs on these data. However, this approach may totally fail. It may lead to the unsolvability of the learning problem, or it may exclude any
Rolf Wiehagen, Thomas Zeugmann
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Effects of Sampling Design on Population Abundance Estimation of Ichthyoplankton in Coastal Waters
FishesThe abundance, spatial distribution of and dynamic changes in ichthyoplankton species affect the recruitment and fish population dynamics, which are fundamental for stock assessment and fisheries management.
Yihong Ma +5 more
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Local and Global Consistency Properties for Student Placement [PDF]
In the context of resource allocation on the basis of priorities, Ergin (2002) identifies a necessary and sufficient condition on the priority structure such that the student-optimal stable mechanism satisfies a consistency principle.
Bettina Klaus, Flip Klijn
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Change Point Estimation in Panel Data without Boundary Issue
Risks, 2017 Panel data of our interest consist of a moderate number of panels, while the panels contain a small number of observations. An estimator of common breaks in panel means without a boundary issue for this kind of scenario is proposed.
Barbora Peštová, Michal Pešta
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Contributions to the understanding of Bayesian consistency. [PDF]
Consistency of Bayesian nonparametric procedures has been the focus of a considerable amount of research. Here we deal with strong consistency for Bayesian density estimation. An awkward consequence of inconsistency is pointed out. We investigate reasons
Antonio Lijoi +2 more
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Data-Driven Soft Sensors in Refining Processes – Pulp Property Estimation Using ARX - Models
BioResources, 2023 This paper focuses on estimation of shives(wide) and fiber length in RGP82CD-refiners using an AutoRegressive eXogenous (ARX) structure in a data-driven soft sensor concept. Both external and internal variables are considered as model inputs.
Anders Karlström +2 more
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POINTWISE UNIVERSAL CONSISTENCY OF NONPARAMETRIC LINEAR ESTIMATORS [PDF]
This paper presents sufficient conditions for pointwise universal consistency of nonparametric delta estimators. We show the applicability of these conditions for some classes of nonparametric estimators.
Jose M. Vidal-Sanz
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Linear regression by observations from mixture with varying concentrations
Modern Stochastics: Theory and Applications, 2015 We consider a finite mixture model with varying mixing probabilities. Linear regression models are assumed for observed variables with coefficients depending on the mixture component the observed subject belongs to.
Daryna Liubashenko, Rostyslav Maiboroda
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Consistency checking of UML business model
Technological and Economic Development of Economy, 2011 Unified modelling language (UML) is often used in practice for modelling business system (BS) by various aspects. UML model of business system consists of different aspect models and their usage for information system (IS) design is related with ...
Olegas Vasilecas +2 more
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Updating Choquet Integrals , Consequentialism and Dynamic Consistency [PDF]
Choquet capacities have been used to represent decision makers’ beliefs in order to generalise the expected utility approach. Conditional capacities have to be defined for dynamic choice situations where information may modify the decision maker future ...
André Lapied +2 more
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