Pattern classification using linear programming

Asim Roy, Somnath Mukhopadhyay

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

The paper presents a new method for pattern classification that uses linear programming formulations. The method can generate neural network type networks to take advantage of parallel computation in the classification phase. Application of the technique to a wide variety of problems, including speech and image recognition, is being explored.

Original languageEnglish (US)
Pages (from-to)66-80
Number of pages15
JournalORSA journal on computing
Volume3
Issue number1
StatePublished - Dec 1991

Fingerprint

Image recognition
Speech recognition
Linear programming
Pattern recognition
Neural networks

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Pattern classification using linear programming. / Roy, Asim; Mukhopadhyay, Somnath.

In: ORSA journal on computing, Vol. 3, No. 1, 12.1991, p. 66-80.

Research output: Contribution to journalArticle

Roy, A & Mukhopadhyay, S 1991, 'Pattern classification using linear programming', ORSA journal on computing, vol. 3, no. 1, pp. 66-80.
Roy, Asim ; Mukhopadhyay, Somnath. / Pattern classification using linear programming. In: ORSA journal on computing. 1991 ; Vol. 3, No. 1. pp. 66-80.
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