Title :
Comments on "Design of supervised classifiers using Boolean neural networks" [with reply]
Author :
Smith, Graeme ; Kabuka, M.R.
Author_Institution :
Dept. of Comput. Sci., Queensland Univ., St. Lucia, Qld., Australia
Abstract :
Gazula and Kabuka (1995) describe a binary neural network which implements a nonparametric statistical classifier. However, they implement a kernel-based classifier rather than k-nearest-neighbors, as stated in their paper. The commenter states that some other aspects of their paper are not clear. One of the original authors replies to points made by the commenter.
Keywords :
learning (artificial intelligence); neural nets; nonparametric statistics; pattern classification; Boolean neural networks; binary neural network; k-nearest-neighbors; kernel-based classifier; nonparametric statistical classifier; supervised classifiers; Classification algorithms; Iris; Iterative algorithms; Kernel; Machine intelligence; Multidimensional systems; Neural networks; Pattern analysis; Scattering; Voting;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
