A weight learning technique for cursive handwritten text categorization with fuzzy confusion matirx

• Published in: 2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC) pp. 188 - 192
• Main Author: Sarker, G.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2016
• Subjects: Accuracy; Algorithm design and analysis; BP Algorithm; Clustering algorithms; F-Score; Fuzzy Confusion Matrix; Holdout Method; Instruments; Keywords; MOCA; OCA; Performance evaluation; Precision; Recall; Senior members; Text Attributes; Text categorization; Text recognition
• DOI: 10.1109/CIEC.2016.7513802

A fuzzy confusion matrix based cursive handwritten text categorization has been implemented. Printed text is obtained from handwritten text through Modified Optimal Clustering Algorithm (MOCA). Optimal Clustering Algorithm (OCA) groups texts into different subject categories. Learning is conducted t...