The quick training algorithms and accurate solution procedure for incremental learning aim at improving the efficiency of training of SVR, whereas there are some disadvantages for them, i.e. the nonconvergence of the formers for changeable training set and the inefficiency of the latter for a massive dataset. In order to handle the problems, a new training algorithm for a changeable training se...

the major part of the qur'anic verses is devoted to the human needed religious commandments including political, economic, judicial, penal instructions which are known among islamic jurists and commentators as “the ayat al-ahkam”. but about the exact number of these verses, there is a long dispute among islamic scholars which their viewpoints are categorized into five main theories. most s...

Segmentation of the placenta from fetal MRI is challenging due to sparse acquisition, inter-slice motion, and the widely varying position and shape of the placenta between pregnant women. We propose a minimally interactive framework that combines multiple volumes acquired in different views to obtain accurate segmentation of the placenta. In the first phase, a minimally interactive slice-by-sli...

This paper introduces a new visual formalism, called ADVcharts, for specifying the behavior of interactive systems (including multi-modal interactive systems) using a state-machine-based approach. ADVcharts combine concepts from Abstract Data Views (ADVs), with notations from Objectcharts, Statecharts, and Petri-nets. ADVcharts are part of the ADV specification approach. In this paper, we abbre...

Interactive exploration and analysis of multi-field data utilizes a tight feedback loop of computation/visualization and user interaction to facilitate knowledge discovery in complex datasets. It does so by providing both overview visualizations, as well as support for focusing on features utilizing iterative drill-down operations. When exploring multi-field data, interactive exploration and an...

We outline and illustrate a formal concept for the specification and refinement of networks of interactive components. We describe systems by modular, functional specification techniques. We distinguish between black box and glass box views of interactive system components as well as refinements of their black box and glass box views. We identify and discuss several classes of refinements such ...

The generation of multiview stereoscopic images of large volume rendered data demands an enormous amount of calculations. We propose a method for hardware accelerated volume rendering of medical data sets to multiview lenticular displays, offering interactive manipulation throughout. The method is based on buffering GPU-accelerated direct volume rendered visualizations of the individual views f...