The second appendix presents the matrix operations for an efficient implementation of the analysis.
Many methods have had specific implementations written for the analysis of gene expression data, such as various forms of clustering, self ordered maps, singular value decomposition and significance analysis [ 8- 13].
The implementation is utilized for the analysis of the full-field strain partitioning in dual-phase microstructure maps obtained from electron backscattering diffraction.
Hadoop is used for short jobs requiring low response time; it is a popular open source implementation of MapReduce for the analysis of large datasets, while Memcached is a high performance distributed memory object caching system that could speed up throughput of web applications by reducing the effect of bottlenecks on database load.
Most of these algorithms only require the protein primary sequence as the input, allowing their easy implementation for the large-scale analysis of protein sets [1], [21], [22], [23], [24], [25], [26], [27].
Bioclipse is implemented as a Rich Client based on Eclipse [41], and is equipped with advanced plugin architecture which makes it easy to add new descriptor providers (for example third party software or custom implementations), and allows users to cherry-pick descriptors and implementations for the current analysis (see Figure 3).
The available implementations for the integrative analysis of GE and CN can be roughly divided in four main categories.
Energy, Sustainability and Society covers complex topics ranging from scientific research to both innovative approaches for technology implementation and the analysis of economic, social and environmental impacts of sustainable energy systems.
I argue that examining only local state behaviors does not suffice, and the structural context of policy implementation must be brought in for the analysis of implementation.
