학술논문

Decision-Directed Estimation of a Two-Class Decision Boundary
Document Type
Periodical
Source
IEEE Transactions on Computers IEEE Trans. Comput. Computers, IEEE Transactions on. C-19(3):197-205 Mar, 1970
Subject
Computing and Processing
Clustering, computer for pattern recognition, computer system, decision-directed, digital circuits for pattern recognition, hybrid computer for pattern recognition, information processing, machine learning, pattern recognition hardware, special purpose computer, unsupervised estimation.
Language
ISSN
0018-9340
1557-9956
2326-3814
Abstract
A hybrid computer is described for implementing decision-directed estimators for the two-class unsupervised estimation problem. Extensions of the system design to the multiclass problem has significant application to computerized medical diagnosis and other problems in communications and pattern recognition. These problems include resolving multiple target bearings in sonar and radar, clustering data such as arise in cell processing, locating modes in density functions for use in interactive data analysis systems, data compression, elimination of intersymbol interference, and many others.