Optimization OF Text Processing in Documents OF Automated Office Work Systems
J. I. (Jumanov) IbragimovichDoctor of Technical Sciences , Professor, Department of Information Technologies , Samarkand State University , Samarkand , UzbekistanA. J. (Allayorov) o’g’li
ABI
Abstract
Scientific and methodological foundations for the identification, recognition, classification of text elements based on the mechanisms of soft computing, neural networks, neuro-fuzzy networks have been developed, which improve the quality of image transmission of text elements, filtering noise components, segmentation and clustering. Algorithms for fuzzy inference and a neural network are proposed, which are used in the construction of hardware-software systems for processing texts in documents of electronic document management systems.
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