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Finally it would be worth also to build an abstract agent based models of innovation diffusion, that could be calibrated and implemented on this framework, in order to forecast future events and thus to add a predictive character to this dataset.
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A prototype system, called the Intelligent Creative Conceptual Design Platform, is implemented based on this framework.
A file system called Hybrid Memory File System (HMFS) is implemented based on this framework.
Visual Basic implemented on the.NET Framework.
The prescriptive analytics require data sharing among computing nodes, which unfortunately cannot be achieved easily (i.e. sophisticated programs with a great deal of data management) using MapReduce, and thus, not all optimization problems (i.e. prescriptive analytics) can be implemented on the MapReduce framework.
To address this problem, the feature extraction is implemented on a map-reduce framework.
A news recommendation application has been implemented on the developed JHPeer framework, which proactively pushes relevant news based on the users' contextual information.
The iGA-PSO was implemented on the Hadoop MapReduce framework and was executed on different computer clusters for verification.
In the second phase of the experiments, the iGA-PSO method was implemented on the Hadoop MapReduce framework to speed up the gene network reconstruction (i.e., real parallelism), and the amount of time required to complete a run of network modeling using different methods was compared.
Since CPARC was implemented on an event-driven OMNET framework, the centralized edge-coloring algorithm was also implemented on the same framework.
A rule-based engine that utilizes this framework is implemented on top of a commercially available BIM platform to show the feasibility of the approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com