Available SOCR Development Projects

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This is a list of the currently available SOCR development projects. Any student, researcher or outside group that has interest in collaborating or contributing to the SOCR development efforts is welcome and encouraged to submit a proposal for working on a SOCR development project. All submissions will be rigorously assessed and responded to in a timely fashion. We have only limited resources to support software and tool development and most people proposing a development project (from this list or novel investigator-initiated projects) are advised to first look for external funding to support their efforts.

Ongoing Porjects

Research Methods and Data Analytics Projects

  • Data mining: SOCR conducts a number of “Big Data Analytics” projects. Some involve high-throughput imaging, genetics, proteomics data processing, analysis and visualization using the Pipeline environment. Others involve multi-source cancer data where we develop methods for data fusion, mungling, error detection/correction, and identification of associations (mining).
  • Networks: There are 2 types of network-related projects. The first type is developing interactive graphical techniques for navigating the web of SOCR resources (see Navigator 1, and Navigator 2). The second type of network projects involves developing algorithms to identify, represent and dynamically render networks in high-dimensional data. This is a more research oriented project, as there are ontologies, classification-based and dimensionality reduction methods for lower dimensional data, but there are very few methods for unsupervised network analysis for high-dimensional data.

Older Projects

See Also




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