This together with the idea of named ports for the inputs and outputs of processes, has proven very relevant in scientific workflow design as it allows an iterative, exploratory usage pattern which is common during the course of the scientific process.
Since we propose the usage of an iterative filtering procedure, in the th iteration step the classifier generates a noise map having "1" at positions where noise is detected and "0" at positions labeled as noise-free.
The speckle effect visible in the case of NOMD (Figure 14 left) can come either from the final refinement stage which uses pixel-wise costs or the usage of the iterative approach.
In [P18], dos Santos Jr. et al. describe the usage of an iterative model with agile characteristics in a small team that developed a control software for a satellite camera equipment.
Our results show that the proposed framework can support iterative refinement of the architectural design and its usage by predicting the utilization and visualizing the results automatically.
We talked about today's release, and how Yahoo! is entering a shift into iterative product design and maintenance, letting user feedback and usage patterns guide their way.
As CLSA analyst Ed Maguire explains it, when manufacturers connect their products, they gain insights into the distribution chain, into usage patterns, and into how to create iterative products.
Good engineering is also iterative; good products can be made great with time and with empirical usage data.
From a design perspective, the framework, through a user-centered design approach, informs the next iterative design of the provision of scaffolds based on analysis of the emergent usage of the current design by students and the teacher.
In addition to application to classification case, we apply this iterative approach to another category of learning algorithm - regression rule learning, extending its domain of usage.
