Grammatical Inference: Theoretical Results and Applications - neues Buch

EAN (ISBN-13): 9783642154881
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH

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ISBN/EAN: 9783642154881

ISBN - alternative Schreibweisen:
978-3-642-15488-1
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: sempe, sempé
Titel des Buches: results, valencia, grammatical, colloquium international

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Daten vom Verlag:

Autor/in: José Sempere; Pedro García
Titel: Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Grammatical Inference: Theoretical Results and Applications - 10th International Colloquium, ICGI 2010, Valencia, Spain, September 13-16, 2010. Proceedings
Verlag: Springer; Springer Berlin
317 Seiten
Erscheinungsjahr: 2010-09-09
Berlin; Heidelberg; DE
Sprache: Englisch
53,49 € (DE)
55,00 € (AT)
59,00 CHF (CH)
Available
XI, 317 p. 47 illus.

EA; E107; eBook; Nonbooks, PBS / Informatik, EDV/Informatik; Natürliche Sprachen und maschinelle Übersetzung; Verstehen; Ada; MDL; Software Engineering; algorithms; bioinformatics; classification; complexity; computational linguistics; dna computing; grammar induction; graph languages; learning algorithms; multidimensional languages; neural networks; quantum computing; algorithm analysis and problem complexity; C; Natural Language Processing (NLP); Artificial Intelligence; Theory of Computation; Automated Pattern Recognition; Algorithms; Computer Vision; Computer Science; Künstliche Intelligenz; Theoretische Informatik; Mustererkennung; Algorithmen und Datenstrukturen; Maschinelles Sehen, Bildverstehen; BC

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.
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