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The ?rst edition of the International Colloquium on Grammatical Inference (ICGI) was held in Essex (United Kingdom) in 1993. After the success of this meeting there have been eight more editions that have been hosted by di- rent academic institutions across the world: Alicante (Spain, 1994), Montpellier (France, 1996), Ames, Iowa (USA, 1998), Lisbon (Portugal, 2000), Amsterdam (TheNetherlands,2002), Athens(Greece,2004), Tokyo(Japan,2006)andSaint- Malo (France, 2008). ICGI 2010 was held in Valencia (Spain) during September 13 16. It was organized by the Research Group on Formal Language...

This book explains advanced theoretical and application-related issues in grammatical inference, a research area inside the inductive inference paradigm for machine learning. The first three chapters of the book deal with issues regarding theoretical learning frameworks; the next four chapters focus on the main classes of formal languages according to Chomsky's hierarchy, in particular regular and context-free languages; and the final chapter addresses the processing of biosequences.

The topics chosen are of foundational interest with relatively mature and established...