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|Title:||Learning and extending sublanguages||Authors:||Jain, S.
|Issue Date:||2006||Citation:||Jain, S.,Kinber, E. (2006). Learning and extending sublanguages. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4264 LNAI : 139-153. ScholarBank@NUS Repository.||Abstract:||A number of natural models for learning in the limit is introduced to deal with the situation when a learner is required to provide a grammar covering the input even if only a part of the target language is available. Examples of language families are exhibited that are learnable in one model and not learnable in another one. Some characterizations for learnability of algorithmically enumerable families of languages for the models in question are obtained. Since learnability of any part of the target language does not imply monotonicity of the learning process, we consider also our models under additional monotonicity constraint. © Springer-Verlag Berlin Heidelberg 2006.||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/10635/41128||ISBN:||3540466495||ISSN:||03029743|
|Appears in Collections:||Staff Publications|
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