On the learnability and usage of acyclic probabilistic finite automata
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
Stochastic Grammatical Inference of Text Database Structure
Machine Learning
Structural inference for semistructured data
Proceedings of the tenth international conference on Information and knowledge management
IEEE Transactions on Pattern Analysis and Machine Intelligence
Inference of regular languages using model simplicity
ACSC '01 Proceedings of the 24th Australasian conference on Computer science
Using finite state automata for sequence mining
ACSC '02 Proceedings of the twenty-fifth Australasian conference on Computer science - Volume 4
Learning Regular Languages from Simple Positive Examples
Machine Learning
A Machine Learning Approach to Workflow Management
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Hidden Markov Models with Patterns and Their Application to Integrated Circuit Testing
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Stochastic Grammatical Inference with Multinomial Tests
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Inferring Subclasses of Regular Languages Faster Using RPNI and Forbidden Configurations
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Learning Probabilistic Residual Finite State Automata
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Shallow Parsing Using Probabilistic Grammatical Inference
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Wizard of Oz Method for Learning Dialog Agents
CIA '01 Proceedings of the 5th International Workshop on Cooperative Information Agents V
Accurately and reliably extracting data from the Web: a machine learning approach
Intelligent exploration of the web
Performance debugging for distributed systems of black boxes
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
A memory-based approach to learning shallow natural language patterns
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Discovering models of behavior for concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
PAC-learnability of Probabilistic Deterministic Finite State Automata
The Journal of Machine Learning Research
Probabilistic Finite-State Machines-Part II
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probabilistic Finite-State Machines-Part I
IEEE Transactions on Pattern Analysis and Machine Intelligence
Effective structural inference for large XML documents
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Journal of Intelligent Information Systems
Discovering thread interactions in a concurrent system
Journal of Systems and Software - Special issue: Software reverse engineering
Flowcube: constructing RFID flowcubes for multi-dimensional analysis of commodity flows
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Mining compressed commodity workflows from massive RFID data sets
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
LARS: A learning algorithm for rewriting systems
Machine Learning
Alternative approaches for generating bodies of grammar rules
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Partially distribution-free learning of regular languages from positive samples
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Towards Feasible PAC-Learning of Probabilistic Deterministic Finite Automata
ICGI '08 Proceedings of the 9th international colloquium on Grammatical Inference: Algorithms and Applications
MODELING WEB NAVIGATION USING GRAMMATICAL INFERENCE
Applied Artificial Intelligence
On Rational Stochastic Languages
Fundamenta Informaticae
Efficient Pruning of Probabilistic Automata
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Position Models and Language Modeling
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
An Automata Based Authorship Identification System
New Frontiers in Applied Data Mining
Grammatical inference as a principal component analysis problem
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Wrapper maintenance: a machine learning approach
Journal of Artificial Intelligence Research
A bibliographical study of grammatical inference
Pattern Recognition
Evolutionary induction of stochastic context free grammars
Pattern Recognition
Residual languages and probabilistic automata
ICALP'03 Proceedings of the 30th international conference on Automata, languages and programming
Post-supervised template induction for dynamic web sources
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Mobile information exchange and integration: from query to application layer
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
ICGI'10 Proceedings of the 10th international colloquium conference on Grammatical inference: theoretical results and applications
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
An Overview of How Semantics and Corrections Can Help Language Learning
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
PAC-Learning of markov models with hidden state
ECML'06 Proceedings of the 17th European conference on Machine Learning
Learning rational stochastic languages
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Warehousing and mining massive RFID data sets
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Identification in the limit of systematic-noisy languages
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Ten open problems in grammatical inference
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Using pseudo-stochastic rational languages in probabilistic grammatical inference
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Large scale inference of deterministic transductions: tenjinno problem 1
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
A discriminative model of stochastic edit distance in the form of a conditional transducer
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
Vector space formulation of probabilistic finite state automata
Journal of Computer and System Sciences
HIS'12 Proceedings of the First international conference on Health Information Science
Learning markov models for stationary system behaviors
NFM'12 Proceedings of the 4th international conference on NASA Formal Methods
Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
On Rational Stochastic Languages
Fundamenta Informaticae
Learning probabilistic automata: A study in state distinguishability
Theoretical Computer Science
Unifying FSM-inference algorithms through declarative specification
Proceedings of the 2013 International Conference on Software Engineering
Performance evaluation of sensor networks by statistical modeling and euclidean model checking
ACM Transactions on Sensor Networks (TOSN)
CloRExPa: Cloud resilience via execution path analysis
Future Generation Computer Systems
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