Instance Selection and Construction for Data Mining

The ability to analyze and understand massive data sets lags far behind the ability to gather and store the data. Instance, example, or tuple selection pertains to methods or algorithms that select or search for a representative portion of data that can fulfill a KDD task as if the whole data is used.