• Improving the Classification of Software Behaviors using Ensembles 

      Bowring, James Frederick; Harrold, Mary Jean; Rehg, James Matthew (Georgia Institute of Technology, 2005)
      One approach to the automatic classification of program behaviors is to view these behaviors as the collection of all the program's executions. Many features of these executions, such as branch profiles, can be measured, ...
    • Software Behavior: Automatic Classification and its Applications 

      Bowring, James Frederick; Rehg, James Matthew; Harrold, Mary Jean (Georgia Institute of Technology, 2003)
      A program's behavior is ultimately the collection of all its executions. This collection is diverse, unpredictable, and generally unbounded. Thus it is especially suited to statistical analysis and machine learning techniques. ...