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|Title:||Automatic learning of subclasses of pattern languages||Authors:||Case, J.
|Issue Date:||2011||Citation:||Case, J.,Jain, S.,Le, T.D.,Ong, Y.S.,Semukhin, P.,Stephan, F. (2011). Automatic learning of subclasses of pattern languages. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6638 LNCS : 192-203. ScholarBank@NUS Repository. https://doi.org/10.1007/978-3-642-21254-3-14||Abstract:||Automatic classes are classes of languages for which a finite automaton can decide membership question for the languages in the class, in a uniform way, given an index for the language. For alphabet size of at least 4, every automatic class of erasing pattern languages is contained, for some constant n, in the class of all languages generated by patterns which contain (1) every variable only once and (2) at most n symbols after the first occurrence of a variable. It is shown that such a class is automatically learnable using a learner with long-term memory bounded by the length of the first example seen. The study is extended to show the learnability of related classes such as the class of unions of two pattern languages of the above type. © 2011 Springer-Verlag.||Source Title:||Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)||URI:||http://scholarbank.nus.edu.sg/handle/10635/43241||ISBN:||9783642212536||ISSN:||03029743||DOI:||10.1007/978-3-642-21254-3-14|
|Appears in Collections:||Staff Publications|
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