Learning with Probabilistic Representations
Machine Learning - Special issue on learning with probabilistic representations
Predicting Protein Secondary Structure Using Stochastic Tree Grammars
Machine Learning - Special issue on learning with probabilistic representations
Stochastic Grammatical Inference of Text Database Structure
Machine Learning
DCG induction using MDL and parsed corpora
Learning language in logic
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Regular Languages from Simple Positive Examples
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
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
Inferring Attribute Grammars with Structured Data for Natural Language Processing
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
Generalized Stochastic Tree Automata for Multi-relational Data Mining
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Programming Spoken Dialogs Using Grammatical Inference
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Boosting Density Function Estimators
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Estimating Grammar Parameters Using Bounded Memory
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Anomaly detection of web-based attacks
Proceedings of the 10th ACM conference on Computer and communications security
Generalizing case frames using a thesaurus and the MDL principle
Computational Linguistics
Word clustering and disambiguation based on co-occurrence data
Natural Language Engineering
Probabilistic Finite-State Machines-Part II
IEEE Transactions on Pattern Analysis and Machine Intelligence
Grammatical Inference in Bioinformatics
IEEE Transactions on Pattern Analysis and Machine Intelligence
A generative constituent-context model for improved grammar induction
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A multi-model approach to the detection of web-based attacks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web security
Learning to talk about events from narrated video in a construction grammar framework
Artificial Intelligence - Special volume on connecting language to the world
Overfitting avoidance for stochastic modeling of attribute-value grammars
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Distributional phrase structure induction
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Transformational priors over grammars
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Learning word meaning and grammatical constructions from narrated video events
HLT-NAACL-LWM '04 Proceedings of the HLT-NAACL 2003 workshop on Learning word meaning from non-linguistic data - Volume 6
Anomalous system call detection
ACM Transactions on Information and System Security (TISSEC)
Feature-based generators for time series data
WSC '05 Proceedings of the 37th conference on Winter simulation
Corpus-based induction of syntactic structure: models of dependency and constituency
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Learning accurate, compact, and interpretable tree annotation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
From dirt to shovels: fully automatic tool generation from ad hoc data
Proceedings of the 35th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Modeling and Online Recognition of Surgical Phases Using Hidden Markov Models
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
History-Based Inside-Outside Algorithm
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Unsupervised Grammar Induction Using a Parent Based Constituent Context Model
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Unsupervised induction of labeled parse trees by clustering with syntactic features
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Spoken language understanding using weakly supervised learning
Computer Speech and Language
Identifying hierarchical structure in sequences: a linear-time algorithm
Journal of Artificial Intelligence Research
Learning to talk about events from narrated video in a construction grammar framework
Artificial Intelligence - Special volume on connecting language to the world
A multi-model approach to the detection of web-based attacks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web security
Unsupervised multilingual grammar induction
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Learning to recognize video-based spatiotemporal events
IEEE Transactions on Intelligent Transportation Systems
A bibliographical study of grammatical inference
Pattern Recognition
Natural language grammar induction with a generative constituent-context model
Pattern Recognition
Exploiting execution context for the detection of anomalous system calls
RAID'07 Proceedings of the 10th international conference on Recent advances in intrusion detection
A context-free markup language for semi-structured text
PLDI '10 Proceedings of the 2010 ACM SIGPLAN conference on Programming language design and implementation
Vs-star: A visual interpretation system for visual surveillance
Pattern Recognition Letters
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Learning common grammar from multilingual corpus
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Machine learning for intelligent systems
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Structuring ordered nominal data for event sequence discovery
Proceedings of the international conference on Multimedia
Grammatical inference with bioinformatics criteria
Neurocomputing
Unsupervised multilingual learning
Unsupervised multilingual learning
Learning the dimensionality of hidden variables
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
A learning-based approach to the detection of SQL attacks
DIMVA'05 Proceedings of the Second international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Variational bayesian grammar induction for natural language
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Computational models of language acquisition
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Developmental stages of perception and language acquisition in a perceptually grounded robot
Cognitive Systems Research
Summarization-based mining bipartite graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning design patterns with bayesian grammar induction
Proceedings of the 25th annual ACM symposium on User interface software and technology
Data-driven interactions for web design
Adjunct proceedings of the 25th annual ACM symposium on User interface software and technology
Motif discovery in spatial trajectories using grammar inference
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
A syntactic approach to robot imitation learning using probabilistic activity grammars
Robotics and Autonomous Systems
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