Application Oriented Validation

We have singled out three application development areas that are critical to evaluate our proposed system. These are:

  • Chemical Toxicity Study with Microarray
  • Genome-wide Protein-chemical Interaction Prediction
  • High-throughput Drug Screening

The commonality of the three application areas is the involvement of large volume of heterogenous and noisy chemical structure-activity relationship data. Each application has its own characteristics and hence provides ideal test beds to evaluate our algorithms and test the performance to a broad application area.

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