{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T06:20:16Z","timestamp":1761805216104},"reference-count":27,"publisher":"World Scientific Pub Co Pte Lt","issue":"06","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2003,9]]},"abstract":"<jats:p> In this paper a methodology for feature selection for the handwritten digit string recognition is proposed. Its novelty lies in the use of a multiobjective genetic algorithm where sensitivity analysis and neural network are employed to allow the use of a representative database to evaluate fitness and the use of a validation database to identify the subsets of selected features that provide a good generalization. Some advantages of this approach include the ability to accommodate multiple criteria such as number of features and accuracy of the classifier, as well as the capacity to deal with huge databases in order to adequately represent the pattern recognition problem. Comprehensive experiments on the NIST SD19 demonstrate the feasibility of the proposed methodology. <\/jats:p>","DOI":"10.1142\/s021800140300271x","type":"journal-article","created":{"date-parts":[[2003,8,29]],"date-time":"2003-08-29T21:24:37Z","timestamp":1062192277000},"page":"903-929","source":"Crossref","is-referenced-by-count":112,"title":["A Methodology for Feature Selection Using Multiobjective Genetic  Algorithms for Handwritten Digit String Recognition"],"prefix":"10.1142","volume":"17","author":[{"given":"L. S.","family":"Oliveira","sequence":"first","affiliation":[{"name":"\u00c9cole de Technologie Sup\u00e9rieure (ETS), Laboratoire d'Imagerie, de Vision et d'Intelligence Artificielle (LIVIA), Department de G\u00e9nie de la Production Automatis\u00e9e (GPA), 1100, rue Notre Dame Ouest, Montreal, Canada H3C 1K3, Canada"}]},{"given":"R.","family":"Sabourin","sequence":"additional","affiliation":[{"name":"\u00c9cole de Technologie Sup\u00e9rieure (ETS), Laboratoire d'Imagerie, de Vision et d'Intelligence Artificielle (LIVIA), Department de G\u00e9nie de la Production Automatis\u00e9e (GPA), 1100, rue Notre Dame Ouest, Montreal, Canada H3C 1K3, Canada"}]},{"given":"F.","family":"Bortolozzi","sequence":"additional","affiliation":[{"name":"Pontif\u00edcia Universidade  Cat\u00f3lica do Paran\u00e1 (PUCPR), Rua Imaculada  Concei\u00e7\u00e3o 1155, Prado Velho, 80215-901,  Curitiba Pr, Brazil"}]},{"given":"C. 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