Sempere / García Grammatical Inference: Theoretical Results and Applications

10th International Colloquium, ICGI 2010, Valencia, Spain, September 13-16, 2010. Proceedings
Erscheinungsjahr 2010
ISBN: 978-3-642-15488-1
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 6339, 317 Seiten, eBook

Reihe: Lecture Notes in Computer Science

Zielgruppe

Research

Autoren/Hrsg.

Sempere, José

García, Pedro

Inhaltsverzeichnis

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 Grammar—A Preliminary Report.- Polynomial Time Identification of Strict Prefix Deterministic Finite State Transducers.