Advances in Adaptive Prototype Weighting and Selection

Richard Nock, Marc Sebban

Abstract: The noise intolerance and the storage requirements of Nearest-Neighbor-based algorithms are the two main obstacles to their use for solving complex classification tasks. From the beginning of the 7...