Issue No. 03 - March (1980 vol. 2)
Alan J. Filipski , Department of Mathematics, Arizona State University, Tempe, AZ 85281.
The usual approach to numerical training in syntactic pattern recognition involves estimation of the production probabilities of stochastic context-free grammars. Here we describe a different approach, namely that of finding an LMSE discriminant hyperplane between sets of class samples in a space of ``structural indices'' determined by a context-free grammar.
Alan J. Filipski, "A Least Mean-Squared Error Approach to Syntactic Classification", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 2, no. , pp. 252-255, March 1980, doi:10.1109/TPAMI.1980.4767012