Dynamic Learning with the EM Algorithm for Neural Networks
Journal of VLSI Signal Processing Systems
A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models
HSCC '00 Proceedings of the Third International Workshop on Hybrid Systems: Computation and Control
Coverage directed test generation for functional verification using bayesian networks
Proceedings of the 40th annual Design Automation Conference
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
ARMA time-series modeling with graphical models
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Beyond Tracking: Modelling Activity and Understanding Behaviour
International Journal of Computer Vision
Effective image and video mining: an overview of model-based approaches
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
ICML '06 Proceedings of the 23rd international conference on Machine learning
A methodological framework for business-oriented modeling of IT infrastructure
WSC '04 Proceedings of the 36th conference on Winter simulation
A hybrid personal assistant based on Bayesian networks and a rule-based system inside a smartphone
International Journal of Hybrid Intelligent Systems
Dynamic Bayesian networks for audio-visual speech recognition
EURASIP Journal on Applied Signal Processing
Learning and modeling biosignatures from tissue images
Computers in Biology and Medicine
Spectral clustering with eigenvector selection
Pattern Recognition
An approach to hybrid probabilistic models
International Journal of Approximate Reasoning
MEBN: A language for first-order Bayesian knowledge bases
Artificial Intelligence
Exploiting time-varying relationships in statistical relational models
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Machine Learning
Activity based surveillance video content modelling
Pattern Recognition
Incremental and adaptive abnormal behaviour detection
Computer Vision and Image Understanding
Activity recognition via user-trace segmentation
ACM Transactions on Sensor Networks (TOSN)
A Simple Model for Sequences of Relational State Descriptions
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Optimising dynamic graphical models for video content analysis
Computer Vision and Image Understanding
Dynamic inference control in privacy preference enforcement
Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
Artificial Intelligence in Medicine
A dynamic bayesian network click model for web search ranking
Proceedings of the 18th international conference on World wide web
Characterization of a computational grid as a complex system
GMAC '09 Proceedings of the 6th international conference industry session on Grids meets autonomic computing
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Modeling spatial and temporal variation in motion data
ACM SIGGRAPH Asia 2009 papers
Cp-logic: A language of causal probabilistic events and its relation to logic programming
Theory and Practice of Logic Programming
Incremental Video Event Learning
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Graphical models for multi-modal automatic video editing in meetings
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Review: Development of soft computing and applications in agricultural and biological engineering
Computers and Electronics in Agriculture
The Infinite Latent Events Model
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Correcting errors in speech recognition with articulatory dynamics
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Causal pattern recovery from neural spike train data using the Snap Shot Score
Journal of Computational Neuroscience
Maximum likelihood estimation of feature-based distributions
SIGMORPHON '10 Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology
Database-support for continuous prediction queries over streaming data
Proceedings of the VLDB Endowment
International Journal of Artificial Intelligence in Education
Two Distributed-State Models For Generating High-Dimensional Time Series
The Journal of Machine Learning Research
A comprehensive study of visual event computing
Multimedia Tools and Applications
Variational learning in mixed-state dynamic graphical models
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Inferring Networks of Diffusion and Influence
ACM Transactions on Knowledge Discovery from Data (TKDD)
On triangulating dynamic graphical models
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Finding your friends and following them to where you are
Proceedings of the fifth ACM international conference on Web search and data mining
Hydrologic models for emergency decision support using bayesian networks
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Review: learning bayesian networks: Approaches and issues
The Knowledge Engineering Review
A dynamic bayesian network based structural learning towards automated handwritten digit recognition
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
DBN-based structural learning and optimisation for automated handwritten character recognition
Pattern Recognition Letters
Temporal context lie detection and generation
SDM'06 Proceedings of the Third VLDB international conference on Secure Data Management
Bayesian network automata for modelling unbounded structures
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
Cerebral modeling and dynamic Bayesian networks
Artificial Intelligence in Medicine
Data association based on optimization in graphical models with application to sensor networks
Mathematical and Computer Modelling: An International Journal
Dynamic multi-chain graphical model for psychosocial and behavioral profiles in childhood obesity
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Decision support for safe AI design
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Confidence estimation of feedback information for logicdiagnosis
Engineering Applications of Artificial Intelligence
Enhancing biometric recognition with spatio-temporal reasoning in smart environments
Personal and Ubiquitous Computing
Using gene expression programming to infer gene regulatory networks from time-series data
Computational Biology and Chemistry
Multilingual joint parsing of syntactic and semantic dependencies with a latent variable model
Computational Linguistics
Learning probabilistic real-time automata from multi-attribute event logs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
An overview of bayesian methods for neural spike train analysis
Computational Intelligence and Neuroscience - Special issue on Modeling and Analysis of Neural Spike Trains
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