IEEE Transactions on Pattern Analysis and Machine Intelligence
Grammatical interface for even linear languages based on control sets
Information Processing Letters
Waveform and speech recognition
Syntactic and structural pattern recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Inference of Reversible Languages
Journal of the ACM (JACM)
Inductive Inference: Theory and Methods
ACM Computing Surveys (CSUR)
Characteristic Sets for Polynomial Grammatical Inference
Machine Learning
Learning bias and phonological-rule induction
Computational Linguistics
The EuTrans Spoken Language Translation System
Machine Translation
Defense of the ansatz for dynamical hierarchies
Artificial Life
Minimizing subsequential transducers: a survey
Theoretical Computer Science
Wrapping Web Information Providers by Transducer Induction
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
A Statistical-Estimation Method for Stochastic Finite-State Transducers Based on Entropy Measures
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Offline Recognition of Syntax-Constrained Cursive Handwritten Text
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Text and speech translation by means of subsequential transducers
Natural Language Engineering
Automatic induction of finite state transducers for simple phonological rules
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Compilation of weighted finite-state transducers from decision trees
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Learning Local Transductions Is Hard
Journal of Logic, Language and Information
Probabilistic Finite-State Machines-Part II
IEEE Transactions on Pattern Analysis and Machine Intelligence
Information extraction from voicemail
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Re-engineering letter-to-sound rules
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Machine Translation with Inferred Stochastic Finite-State Transducers
Computational Linguistics
Generating Annotated Behavior Models from End-User Scenarios
IEEE Transactions on Software Engineering
Documentum ECI self-repairing wrappers: performance analysis
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Learning finite-state models for machine translation
Machine Learning
Speculative plan execution for information gathering
Artificial Intelligence
Improving dynamic software analysis by applying grammar inference principles
Journal of Software Maintenance and Evolution: Research and Practice - Special Issue on Program Comprehension through Dynamic Analysis (PCODA)
Kernel methods for learning languages
Theoretical Computer Science
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
ON THE STATISTICAL ESTIMATION OF STOCHASTIC FINITE-STATE TRANSDUCERS IN MACHINE TRANSLATION
Applied Artificial Intelligence
THE QSM ALGORITHM AND ITS APPLICATION TO SOFTWARE BEHAVIOR MODEL INDUCTION
Applied Artificial Intelligence
Workflow Mining Application to Ambient Intelligence Behavior Modeling
UAHCI '09 Proceedings of the 5th International on ConferenceUniversal Access in Human-Computer Interaction. Part II: Intelligent and Ubiquitous Interaction Environments
Learning finite-state models for language understanding
FSMNLP '09 Proceedings of the International Workshop on Finite State Methods in Natural Language Processing
Learning value predictors for the speculative execution of information gathering plans
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A bibliographical study of grammatical inference
Pattern Recognition
Inference of finite-state transducers from regular languages
Pattern Recognition
Equivalence of deterministic nested word to word transducers
FCT'09 Proceedings of the 17th international conference on Fundamentals of computation theory
A learning algorithm for top-down XML transformations
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Dimensions in program synthesis
Proceedings of the 12th international ACM SIGPLAN symposium on Principles and practice of declarative programming
Polynomial time identification of strict prefix deterministic finite state transducers
ICGI'10 Proceedings of the 10th international colloquium conference on Grammatical inference: theoretical results and applications
Towards general algorithms for grammatical inference
ALT'10 Proceedings of the 21st international conference on Algorithmic learning theory
Learning finite state machines
FSMNLP'09 Proceedings of the 8th international conference on Finite-state methods and natural language processing
Formal and empirical grammatical inference
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Learning linearly separable languages
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Different approaches to bilingual text classification based on grammatical inference techniques
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Translating biomedical terms by inferring transducers
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Large scale inference of deterministic transductions: tenjinno problem 1
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Stochastic K-TSS bi-languages for machine translation
FSMNLP '11 Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing
DLT'12 Proceedings of the 16th international conference on Developments in Language Theory
Learning in the limit with lattice-structured hypothesis spaces
Theoretical Computer Science
Bounded copying is subsequential: implications for metathesis and reduplication
SIGMORPHON '12 Proceedings of the Twelfth Meeting of the Special Interest Group on Computational Morphology and Phonology
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A formalization of the transducer learning problem and an effective and efficient method for the inductive learning of an important class of transducers, the class of subsequential transducers, are presented. The capabilities of subsequential transductions are illustrated through a series of experiments that also show the high effectiveness of the proposed learning method in obtaining very accurate and compact transducers for the corresponding tasks.