Title :
Construction of Boolean decision rules for ECG recognition by non-reducible descriptors
Author :
Valev, Ventzeslav ; Radeva, Petia
Author_Institution :
Inst. of Math., Bulgarian Acad. of Sci., Sofia, Bulgaria
Abstract :
We consider the classical pattern recognition problem. A model of construction of Boolean decision rules is implemented. Computational procedures for the construction of nonreducible descriptors and clusters are briefly discussed. Applications of nonreducible descriptors to ECG analysis and ECG recognition are suggested
Keywords :
Boolean functions; decision theory; electrocardiography; knowledge based systems; learning (artificial intelligence); matrix algebra; medical expert systems; pattern recognition; Boolean decision rules; ECG recognition; clusters; medical expert system; nonreducible descriptors; pattern recognition; qualitative estimation; quantitative descriptors; supervised learning; training information; Automation; Cardiac disease; Electrocardiography; Informatics; Information analysis; Mathematics; Measurement standards; Pattern analysis; Pattern recognition; Phase measurement;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546734
