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E-grāmata: Grammatical Inference: Theoretical Results and Applications: 10th International Colloquium, ICGI 2010, Valencia, Spain, September 13-16, 2010. Proceedings

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Artificial Intelligence 6339
  • Izdošanas datums: 09-Sep-2010
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783642154881
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Grammatical Inference: Theoretical Results and Applications: 10th International Colloquium, ICGI 2010, Valencia, Spain, September 13-16, 2010. ProceedingsPalielināt
  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Artificial Intelligence 6339
  • Izdošanas datums: 09-Sep-2010
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Valoda: eng
  • ISBN-13: 9783642154881
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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 Theory, Computability and Complexity from the Technical University of Valencia. This was the tenth edition of ICGI, which is a nice number for celebrations. Ten e- tions is a sign of good health for any conference. In the case of Grammatical Inference, it means that the topics, problems and applications of this research areaarealiveand serveasa goodframeworkto study relatedaspectsof arti cial intelligence, natural language processing, formal language theory, computability and complexity, bioinformatics, pattern recognition, etc. There were two reviews and local discussions among the members of the Program Committee (PC) in order to evaluate every work proposed to the c- ference. This volume contains the texts of 32 papers presented at ICGI 2010. They are divided into two groups of works. There are 18 regular papers (out of 25)and14shortpapers(11outof15,andthreeregularpapersproposedasshort ones). The topics of the papers range from theoretical results about the learning of di erentformallanguageclasses(regular,context-free,context-sensitive,etc. ) to application papers on bioinformatics, language modelling, software engine- ing, etc.
Invited Talks.- Grammatical Inference and Games: Extended Abstract.-
Molecules, Languages and Automata.- Regular Papers.- Inferring Regular Trace
Languages from Positive and Negative Samples.- Distributional Learning of
Some Context-Free Languages with a Minimally Adequate Teacher.- Learning
Context Free Grammars with the Syntactic Concept Lattice.- Learning Automata
Teams.- Exact DFA Identification Using SAT Solvers.- Learning Deterministic
Finite Automata from Interleaved Strings.- Learning Regular Expressions from
Representative Examples and Membership Queries.- Splitting of Learnable
Classes.- PAC-Learning Unambiguous k,l-NTS??? Languages.- Bounding the
Maximal Parsing Performance of Non-Terminally Separated Grammars.- CGE: A
Sequential Learning Algorithm for Mealy Automata.- Using Grammar Induction to
Model Adaptive Behavior of Networks of Collaborative Agents.- Transducer
Inference by Assembling Specific Languages.- Sequences Classification by
Least General Generalisations.- A Likelihood-Ratio Test for Identifying
Probabilistic Deterministic Real-Time Automata from Positive Data.- A Local
Search Algorithm for Grammatical Inference.- Polynomial-Time Identification
of Multiple Context-Free Languages from Positive Data and Membership
Queries.- Grammatical Inference as Class Discrimination.- Short Papers.- MDL
in the Limit.- Grammatical Inference Algorithms in MATLAB.- A
Non-deterministic Grammar Inference Algorithm Applied to the Cleavage Site
Prediction Problem in Bioinformatics.- Learning PDFA with Asynchronous
Transitions.- Grammar Inference Technology Applications in Software
Engineering.- Hölder Norms and a Hierarchy Theorem for Parameterized Classes
of CCG.- Learning of Church-Rosser Tree Rewriting Systems.- Generalizing over
Several Learning Settings.-Rademacher Complexity and Grammar Induction
Algorithms: What It May (Not) Tell Us.- Extracting Shallow Paraphrasing
Schemata from Modern Greek Text Using Statistical Significance Testing and
Supervised Learning.- Learning Subclasses of Parallel Communicating Grammar
Systems.- Enhanced Suffix Arrays as Language Models: Virtual k-Testable
Languages.- Learning Fuzzy Context-Free GrammarA Preliminary Report.-
Polynomial Time Identification of Strict Prefix Deterministic Finite State
Transducers.
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