In this article, model selection for support vector machines is viewed as a multi-objective optimization problem, where model complexity and training accuracy define two conflicting objectives. Different optimization criteria are evaluated: Split modified radius margin bounds, which allow for comparing existing model selection criteria, and the training error in conjunction with the number of s...

This article outlines a methodology that uses crowdsourcing to reduce the workload of experts for complex semantic tasks. We split turker-annotated datasets into a high-agreement block, which is not modified, and a low-agreement block, which is re-annotated by experts. The resulting annotations have higher observed agreement. We identify different biases in the annotation for both turkers and e...

It is shown that in the paper by S. Hrabar, J. Bartolic, and Z.Sipus, the negative permeability of the modified split ring resonators, whichare used to obtain the miniaturized waveguide, is not excited, and there isno negative permeability metamaterial.

Two case reports of a modified sagittal split osteotomy of the ramus of the mandible are presented which illustrate a technically simplified modality of treating various dentofacial abnormalities. A brief review of the literature is presented and observations are made on the procedures. The need for future documentation of intraoperative and postoperative results on this type of procedure is re...

Mainly composed of elastic materials, ship fenders are utilised on all kinds vessels for the protection berthing structures and prevention damage due to heavy crash loads. This study aims enhance deformation mode performance foam-filled under quasi-static dynamic loadings. Six models fender’s structure chosen simulation test. The examined crashworthiness parameters such as crushing force effici...

and Applied Analysis 3 in medical image reconstruction. A number of image reconstruction problems can be formulated as the SFP; see, for example, 11 and the references therein. Recently, it is found that the SFP can also be applied to study intensity-modulated radiation therapy IMRT 12–14 . In the recent past, a wide variety of iterative methods have been used in signal processing and image rec...