Polynomial time inference of a subclass of context-free transformations
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Diversity-based inference of finite automata
Journal of the ACM (JACM)
Efficient reinforcement learning
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Characteristic Sets for Polynomial Grammatical Inference
Machine Learning
Learning one-variable pattern languages in linear average time
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
XTRACT: a system for extracting document type descriptors from XML documents
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Structural inference for semistructured data
Proceedings of the tenth international conference on Information and knowledge management
Learning Regular Languages from Simple Positive Examples
Machine Learning
Learning DFA from Simple Examples
Machine Learning
Stochastic Finite Learning of the Pattern Languages
Machine Learning
XTRACT: Learning Document Type Descriptors from XML Document Collections
Data Mining and Knowledge Discovery
On Sufficient Conditions to Identify in the Limit Classes of Grammars from Polynomial Time and Data
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Consistent Identification in the Limit of Rigid Grammars from Strings Is NP-hard
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Consistent Identification in the Limit of Any of the Classes k -Valued Is NP-hard
LACL '01 Proceedings of the 4th International Conference on Logical Aspects of Computational Linguistics
SAGA '01 Proceedings of the International Symposium on Stochastic Algorithms: Foundations and Applications
Potter's Wheel: An Interactive Data Cleaning System
Proceedings of the 27th International Conference on Very Large Data Bases
RoadRunner: Towards Automatic Data Extraction from Large Web Sites
Proceedings of the 27th International Conference on Very Large Data Bases
Current Trends in Grammatical Inference
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Consistent Polynominal Identification in the Limit
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
Inferring Deterministic Linear Languages
COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
Polynomial-time identification of very simple grammars from positive data
Theoretical Computer Science - Selected papers in honour of Setsuo Arikawa
Extracting structured data from Web pages
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Identifying Terminal Distinguishable Languages
Annals of Mathematics and Artificial Intelligence
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Discovering models of behavior for concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
Automatic information extraction from large websites
Journal of the ACM (JACM)
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Learning Local Transductions Is Hard
Journal of Logic, Language and Information
Effective structural inference for large XML documents
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Inference of concise DTDs from XML data
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Active Coevolutionary Learning of Deterministic Finite Automata
The Journal of Machine Learning Research
From learning in the limit to stochastic finite learning
Theoretical Computer Science - Algorithmic learning theory
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Learning indexed families of recursive languages from positive data: A survey
Theoretical Computer Science
Learning deterministic regular expressions for the inference of schemas from XML data
Proceedings of the 17th international conference on World Wide Web
A note on phase transitions and computational pitfalls of learning from sequences
Journal of Intelligent Information Systems
Learning Efficiency of Very Simple Grammars from Positive Data
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Iterative Learning of Simple External Contextual Languages
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Dynamically Delayed Postdictive Completeness and Consistency in Learning
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Dynamic Modeling in Inductive Inference
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Learning Languages from Bounded Resources: The Case of the DFA and the Balls of Strings
ICGI '08 Proceedings of the 9th international colloquium on Grammatical Inference: Algorithms and Applications
Grammar-based classifier system: a universal tool for grammatical inference
WSEAS Transactions on Computers
A novel approach for process mining based on event types
Journal of Intelligent Information Systems
Learning efficiency of very simple grammars from positive data
Theoretical Computer Science
IEICE - Transactions on Information and Systems
Phase transitions within grammatical inference
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Grammatical inference and computational linguistics
CLAGI '09 Proceedings of the EACL 2009 Workshop on Computational Linguistic Aspects of Grammatical Inference
Efficient learning of context-free grammars from positive structural examples
Information and Computation
Inference of concise regular expressions and DTDs
ACM Transactions on Database Systems (TODS)
A bibliographical study of grammatical inference
Pattern Recognition
Iterative learning of simple external contextual languages
Theoretical Computer Science
Difficulties in forcing fairness of polynomial time inductive inference
ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory
Process discovery: capturing the invisible
IEEE Computational Intelligence Magazine
Learning Deterministic Regular Expressions for the Inference of Schemas from XML Data
ACM Transactions on the Web (TWEB)
Efficient, correct, unsupervised learning of context-sensitive languages
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Learning context free grammars with the syntactic concept lattice
ICGI'10 Proceedings of the 10th international colloquium conference on Grammatical inference: theoretical results and applications
Generalizing over several learning settings
ICGI'10 Proceedings of the 10th international colloquium conference on Grammatical inference: theoretical results and applications
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
Learning models of intelligent agents
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Learning finite state machines
FSMNLP'09 Proceedings of the 8th international conference on Finite-state methods and natural language processing
Using Contextual Representations to Efficiently Learn Context-Free Languages
The Journal of Machine Learning Research
Formal and empirical grammatical inference
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Automatic learning of subclasses of pattern languages
LATA'11 Proceedings of the 5th international conference on Language and automata theory and applications
Optimal language learning from positive data
Information and Computation
Learning web application firewall - benefits and caveats
ARES'11 Proceedings of the IFIP WG 8.4/8.9 international cross domain conference on Availability, reliability and security for business, enterprise and health information systems
Ten open problems in grammatical inference
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
A unified algorithm for extending classes of languages identifiable in the limit from positive data
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Toward automated large-scale information integration and discovery
Data Management in a Connected World
Polynomial-Time algorithms for learning typed pattern languages
LATA'12 Proceedings of the 6th international conference on Language and Automata Theory and Applications
Polynomial characteristic sets for DFA identification
Theoretical Computer Science
Automatic functions, linear time and learning
CiE'12 Proceedings of the 8th Turing Centenary conference on Computability in Europe: how the world computes
Automatic learning of subclasses of pattern languages
Information and Computation
Learning secrets interactively. Dynamic modeling in inductive inference
Information and Computation
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
Automatic learners with feedback queries
Journal of Computer and System Sciences
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