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Further, a case study on document classification is discussed to show the internal score computations of words and keywords with fuzzy matching. The experiments on proposed system illustrate that the system achieves promising results in the time-efficient manner and achieves better accuracy with less computation time for printed documents than handwritten ones. Finally, the performance of the proposed system is compared with the existing systems and it is observed that proposed system performs better than many other systems.<\/jats:p>","DOI":"10.4018\/jitr.2020040110","type":"journal-article","created":{"date-parts":[[2020,2,14]],"date-time":"2020-02-14T12:09:31Z","timestamp":1581682171000},"page":"155-194","source":"Crossref","is-referenced-by-count":15,"title":["A Fuzzy Matching based Image Classification System for Printed and Handwritten Text Documents"],"prefix":"10.4018","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1700-1865","authenticated-orcid":true,"given":"Shalini","family":"Puri","sequence":"first","affiliation":[{"name":"Birla Institute of Technology, India"}]},{"given":"Satya Prakash","family":"Singh","sequence":"additional","affiliation":[{"name":"Birla Institute of Technology, India"}]}],"member":"2432","reference":[{"key":"JITR.2020040110-0","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-016-0110-y"},{"key":"JITR.2020040110-1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT.2010.5592562"},{"key":"JITR.2020040110-2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.10.014"},{"key":"JITR.2020040110-3","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2013.6637455"},{"key":"JITR.2020040110-4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIMA.2007.306"},{"key":"JITR.2020040110-5","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2014.13"},{"key":"JITR.2020040110-6","doi-asserted-by":"crossref","unstructured":"Bashir, R., Quadri, S. 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