نتایج جستجو برای: theoretical formulation
تعداد نتایج: 399232 فیلتر نتایج به سال:
In this study, we formulated the brightness relation of two digital photos captured by a single camera and verified it experimentally. The experimental results suggested that used zoom lens has an intrinsic error, thereby making accurate photometry difficult. However, dividing error lens, performing is possible. with derived, magnitude system in astronomical are applicable to widespread general...
slab method of analysis has been used for solving metal forming problems for a long time. however it has been restricted to plane strain and axisymmetric problems due to limitations in its formulations. in this paper a new formulation has been proposed so that it could be applied to three dimensional problems in metal forming. a parametric slab has been considered in this analysis and the force...
The development of sociological approach to the study of translation makes it possible for the researchers to adopt different methodology to develop new theoretical formulations and concepts. These formulations are arrived at through the interaction with those being studied through the interpretation of real social world and meanings of the participants involved in the translation/social event....
Support Vector Machines (SVMs) are state-of-the-art algorithms for classification in machine learning. However, the SVM formulation does not directly seek to find sparse solutions. In this work, we propose an alternate formulation that explicitly imposes sparsity. We show that the proposed technique is related to the standard SVM formulation and therefore shares similar theoretical guarantees. ...
Polyolefins have been widely used in the electrical insulation and cable industry in recent years. One of the main usages of these materials is dielectric insulation in coaxial cables. Low attenuation and high signal transmission speed are among the desired features in coaxial cables. The role of polyethylene foam on signal transmission speed in the coaxial cables is the main focus of this stud...
Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category Classification
We consider the problem of deriving class-size independent generalization bounds for some regularized discriminative multi-category classification methods. In particular, we obtain an expected generalization bound for a standard formulation of multi-category support vector machines. Based on the theoretical result, we argue that the formulation over-penalizes misclassification error, which in t...
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