Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms Carlos DomingoRicard Gavaldà Osamu Watanabe OriginalPaper Pages: 131 - 152
Advances in Instance Selection for Instance-Based Learning Algorithms Henry BrightonChris Mellish OriginalPaper Pages: 153 - 172
Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction David MadiganNandini RaghavanGreg Ridgeway OriginalPaper Pages: 173 - 190