Dynamic bayesian networks: representation, inference and learning

Trackable surfaces

Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation

Object-based analysis and interpretation of human motion in sports video sequences by dynamic Bayesian networks

Computer Vision and Image Understanding - Special isssue on video retrieval and summarization

a CAPpella: programming by demonstration of context-aware applications

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Using the structure of Web sites for automatic segmentation of tables

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

A Bayesian network framework for reject inference

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Dynamic conditional random fields: factorized probabilistic models for labeling and segmenting sequence data

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Multimodal group action clustering in meetings

Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks

Bayesian nets in syntactic categorization of novel words

NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2

Temporal Bayesian Network of Events for Diagnosis and Prediction in Dynamic Domains

Applied Intelligence

Variational Maximum A Posteriori by Annealed Mean Field Analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning class-discriminative dynamic Bayesian networks

ICML '05 Proceedings of the 22nd international conference on Machine learning

View Invariance for Human Action Recognition

International Journal of Computer Vision

Who's asking for help?: a Bayesian approach to intelligent assistance

Proceedings of the 11th international conference on Intelligent user interfaces

Intelligent Human-Machine Interaction Based on Dynamic Bayesian Networks Probabilistic Intention Recognition

Journal of Intelligent and Robotic Systems

Relationships between probabilistic Boolean networks and dynamic Bayesian networks as models of gene regulatory networks

Signal Processing

Probabilistic inference for solving discrete and continuous state Markov Decision Processes

ICML '06 Proceedings of the 23rd international conference on Machine learning

Approximate Bayesian Multibody Tracking

IEEE Transactions on Pattern Analysis and Machine Intelligence

Online Handwritten Shape Recognition Using Segmental Hidden Markov Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

A dynamic Bayesian framework to model context and memory in edit distance learning: an application to pronunciation classification

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics

Question answering based on semantic structures

COLING '04 Proceedings of the 20th international conference on Computational Linguistics

Backoff model training using partially observed data: application to dialog act tagging

HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics

Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields

International Journal of Robotics Research

Learning and inferring transportation routines

Artificial Intelligence

A coupled HMM approach to video-realistic speech animation

Pattern Recognition

Segmental Hidden Markov Models with Random Effects for Waveform Modeling

The Journal of Machine Learning Research

Bayesian Network Learning with Parameter Constraints

The Journal of Machine Learning Research

Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data

The Journal of Machine Learning Research

A Lattice-Based MRF Model for Dynamic Near-Regular Texture Tracking

IEEE Transactions on Pattern Analysis and Machine Intelligence

Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes

IEEE Transactions on Pattern Analysis and Machine Intelligence

Strategies for improving the modeling and interpretability of Bayesian networks

Data & Knowledge Engineering

Incremental Bayesian networks for structure prediction

Proceedings of the 24th international conference on Machine learning

Making generative classifiers robust to selection bias

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Using AI and games for decision support in command and control

Decision Support Systems

Method of probabilistic inference from learning data in Bayesian networks

Cybernetics and Systems Analysis

Reliability-based decision fusion in multimodal biometric verification systems

EURASIP Journal on Applied Signal Processing

A learning state-space model for image retrieval

EURASIP Journal on Applied Signal Processing

Convergence in Markovian models with implications for efficiency of inference

International Journal of Approximate Reasoning

Real-time object recognition using relational dependency based on graphical model

Pattern Recognition

An approach to hybrid probabilistic models

International Journal of Approximate Reasoning

Qualitative-probabilistic-network-based modeling of temporal causalities and its application to feedback loop identification

Information Sciences: an International Journal

MEDIC: Medical embedded device for individualized care

Artificial Intelligence in Medicine

Appearance-based mapping using minimalistic sensor models

Autonomous Robots

Dynamic multiagent probabilistic inference

International Journal of Approximate Reasoning

2008 Special Issue: Modeling semantics of inconsistent qualitative knowledge for quantitative Bayesian network inference

Neural Networks

State-space approach with the maximum likelihood principle to identify the system generating time-course gene expression data of yeast

International Journal of Data Mining and Bioinformatics

Structure from failure

SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques

Learning the structure of dynamic Bayesian networks from time series and steady state measurements

Machine Learning

Inference of gene regulatory networks based on a universal minimum description length

EURASIP Journal on Bioinformatics and Systems Biology

Activity recognition via user-trace segmentation

ACM Transactions on Sensor Networks (TOSN)

The probabilistic program dependence graph and its application to fault diagnosis

ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis

Adaptive dynamic probabilistic networks for distributed uncertainty processing

Journal of Experimental & Theoretical Artificial Intelligence

Ubiquitous sensor-based human behaviour recognition using the spatio-temporal representation of user states

International Journal of Wireless and Mobile Computing

A dynamic decision network framework for online media adaptation in stroke rehabilitation

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

Adaptive neural queue management for TCP networks

Computers and Electrical Engineering

Sketch recognition in interspersed drawings using time-based graphical models

Computers and Graphics

Activity recognition through multi-scale motion detail analysis

Neurocomputing

Modeling time-varying uncertain situations using Dynamic Influence Nets

International Journal of Approximate Reasoning

Intentional motion on-line learning and prediction

Machine Vision and Applications

Modeling dynamic scenarios for local sensor-based motion planning

Autonomous Robots

An Agent Based Modelling Approach for Stochastic Planning Parameters

HoloMAS '07 Proceedings of the 3rd international conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing

Capturing Expressive and Indicative Qualities of Conducting Gesture: An Application of Temporal Expectancy Models

Computer Music Modeling and Retrieval. Sense of Sounds

On Cross-Modal Perception of Musical Tempo and the Speed of Human Movement

Computer Music Modeling and Retrieval. Sense of Sounds

A Dynamic Bayesian Network to Represent a Ripening Process of a Soft Mould Cheese

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II

Social signals, their function, and automatic analysis: a survey

ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces

Adaptive learning of dynamic Bayesian networks with changing structures by detecting geometric structures of time series

Knowledge and Information Systems

Multi-channel segmental hidden markov models for sports video mining

MM '08 Proceedings of the 16th ACM international conference on Multimedia

Social signal processing: state-of-the-art and future perspectives of an emerging domain

MM '08 Proceedings of the 16th ACM international conference on Multimedia

Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Independence Decomposition in Dynamic Bayesian Networks

ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

A dynamic Bayesian network for diagnosing ventilator-associated pneumonia in ICU patients

Expert Systems with Applications: An International Journal

Linguistic summarization of video for fall detection using voxel person and fuzzy logic

Computer Vision and Image Understanding

Hierarchical group process representation in multi-agent activity recognition

Image Communication

Broad phonetic classification using discriminative Bayesian networks

Speech Communication

Letters: Infinite-dimensional sampling inference algorithm for linear dynamic system

Neurocomputing

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

Activity recognition with the aid of unlabeled samples

Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication

Robot trajectory optimization using approximate inference

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Prioritized multihypothesis tracking by a robot with limited sensing

EURASIP Journal on Advances in Signal Processing - Special issue on signal processing advances in robots and autonomy

Smoothed particle filtering for dynamic Bayesian networks

Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy

Static Models of Derivative-Coordinates Phase Spaces for Multivariate Time Series Classification: An Application to Signature Verification

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics

Simplifying Learning in Non-repetitive Dynamic Bayesian Networks

ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Learning and inferring transportation routines

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

High-level goal recognition in a wireless LAN

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

CAMEO: modeling human activity in formal meeting situations

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Reasoning about partially observed actions

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Combining segmental semi-Markov models with neural networks for protein secondary structure prediction

Neurocomputing

Combining Topic Information and Structure Information in a Dynamic Language Model

TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue

Probabilistic Approximations of Signaling Pathway Dynamics

CMSB '09 Proceedings of the 7th International Conference on Computational Methods in Systems Biology

Modeling Ant Activity by Means of Structured HMMs

ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems

An Application of Intelligent Data Analysis Techniques to a Large Software Engineering Dataset

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Multiple-goal recognition from low-level signals

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1

A variational learning algorithm for the abstract hidden Markov model

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1

Dependency parsing with dynamic Bayesian network

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3

Stochastic filtering in a probabilistic action model

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2

Hidden dynamic probabilistic models for labeling sequence data

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Reducing particle filtering complexity for 3D motion capture using dynamic Bayesian networks

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3

Open vehicular data interfaces for in-car context inference

Proceedings of the 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications

Dynamic Bayesian networks and variable length genetic algorithm for designing cue-based model for dialogue act recognition

Computer Speech and Language

Social signal processing: Survey of an emerging domain

Image and Vision Computing

A latent variable model for generative dependency parsing

IWPT '07 Proceedings of the 10th International Conference on Parsing Technologies

Monte Carlo methods for tempo tracking and rhythm quantization

Journal of Artificial Intelligence Research

Learning partially observable deterministic action models

Journal of Artificial Intelligence Research

A theoretical framework for learning Bayesian networks with parameter inequality constraints

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Inferring complex agent motions from partial trajectory observations

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Bayesian information extraction network

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Where is . •.? learning and utilizing motion patterns of persons with mobile robots

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Event detection in sports video based on generative-discriminative models

EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia

Bayesian Bio-inspired Model for Learning Interactive Trajectories

AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance

A DBN approach for network availability prediction

Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems

A simple-transition model for relational sequences

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Learning partially observable deterministic action models

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities

Proceedings of the 2009 international conference on Multimodal interfaces

Hierarchical control models for multimodal process modeling

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Modeling human activity from voxel person using fuzzy logic

IEEE Transactions on Fuzzy Systems

Improved sparse correspondence resolution using loopy belief propagation with MRF clique based structure preservation

VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing

A fully multivariate DEUM algorithm

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Graphical models for multi-modal automatic video editing in meetings

DSP'09 Proceedings of the 16th international conference on Digital Signal Processing

Primitive static states for intelligent operated-work machines

ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation

Extracting decisions from multi-party dialogue using directed graphical models and semantic similarity

SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue

On the use of dynamic bayesian networks in reconstructing functional neuronal networks from spike train ensembles

Neural Computation

Content and task-based view selection from multiple video streams

Multimedia Tools and Applications

Optimal coordination of multi-task allocation and path planning for UAVs using dynamic Bayesian network

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Enterprise architecture analysis for data accuracy assessments

EDOC'09 Proceedings of the 13th IEEE international conference on Enterprise Distributed Object Computing

Sports video mining via multichannel segmental hidden Markov models

IEEE Transactions on Multimedia

A framework and token passing model for continuous speech recognition with dynamic Bayesian networks

SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications

A dynamic Bayesian network to represent discrete duration models

Neurocomputing

Probabilistic models to assist maintenance of multiple instruments

ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation

Probabilistic relational data mining

Proceedings of the International Conference and Workshop on Emerging Trends in Technology

A driver fatigue recognition model based on information fusion and dynamic Bayesian network

Information Sciences: an International Journal

Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems

Computer Speech and Language

A new probabilistic model for recognizing signs with systematic modulations

AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures

The Bayesian draughtsman: a model for visuomotor coordination in drawing

BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence

Bayesian reasoning for sensor group-queries and diagnosis

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

An improved greedy search algorithm of Bayesian network structures for facial action units recognition

ICNC'09 Proceedings of the 5th international conference on Natural computation

A combined expression-interaction model for inferring the temporal activity of transcription factors

RECOMB'08 Proceedings of the 12th annual international conference on Research in computational molecular biology

Hand gesture recognition based on dynamic Bayesian network framework

Pattern Recognition

Emergent future situation awareness: a temporal probabilistic reasoning in the absence of domain experts

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Fault diagnosis for high-level applications based on dynamic Bayesian network

APNOMS'09 Proceedings of the 12th Asia-Pacific network operations and management conference on Management enabling the future internet for changing business and new computing services

Maximum a posteriori estimation of dynamically changing distributions

KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence

Biomedical question answering: A survey

Computer Methods and Programs in Biomedicine

Logic-based representation, reasoning and machine learning for event recognition

Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding

International Journal of Computer Vision

Learning Bayesian networks from survival data using weighting censored instances

Journal of Biomedical Informatics

Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition

International Journal of Approximate Reasoning

MEG and fMRI for nonlinear estimation of neural activity

Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers

Performance evaluation of the time-delayed dynamic Bayesian network approach to inferring gene regulatory networks from time series microarray data

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology

Efficient Heuristics for Discriminative Structure Learning of Bayesian Network Classifiers

The Journal of Machine Learning Research

Detecting and discriminating behavioural anomalies

Pattern Recognition

Using Bayesian Networks in an Industrial Setting: Making Printing Systems Adaptive

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

Causal pattern recovery from neural spike train data using the Snap Shot Score

Journal of Computational Neuroscience

Simultaneous estimation of chords and musical context from audio

IEEE Transactions on Audio, Speech, and Language Processing

Planning interventions in biological networks

ACM Transactions on Intelligent Systems and Technology (TIST)

Observer for an omnidirectional mobile robot

SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference

An integrated safety prognosis model for complex system based on dynamic Bayesian network and ant colony algorithm

Expert Systems with Applications: An International Journal

Dynamic Bayesian networks for learning interactions between assistive robotic walker and human users

KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence

Situation-specific intention recognition for human-robot cooperation

KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence

Multifactor expectation maximization for factor graphs

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

Design and implementation of a Bayesian network speech recognizer

TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue

MC4: a tempering algorithm for large-sample network inference

PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics

Knowledge based activity recognition with dynamic bayesian network

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI

Research on situation assessment of UCAV based on dynamic Bayesian networks in complex environment

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part II

Human posture recognition for intelligent vehicles

Journal of Real-Time Image Processing

A distributed approach for optimizing cascaded classifier topologies in real-time stream mining systems

IEEE Transactions on Image Processing

First-order logical filtering

Artificial Intelligence

Database-support for continuous prediction queries over streaming data

Proceedings of the VLDB Endowment

An intelligent and portable ambulatory medical toolkit for automatic detection and assessment of traumatic brain injuries

WH '10 Wireless Health 2010

Learning the behavior model of a robot

Autonomous Robots

A decentralized junction tree approach to mobile robots cooperative localization

ICIRA'10 Proceedings of the Third international conference on Intelligent robotics and applications - Volume Part I

Planning with noisy probabilistic relational rules

Journal of Artificial Intelligence Research

Mean Field Variational Approximation for Continuous-Time Bayesian Networks

The Journal of Machine Learning Research

Incremental Sigmoid Belief Networks for Grammar Learning

The Journal of Machine Learning Research

Activity recognition from the interactions between an assistive robotic walker and human users

Proceedings of the 6th international conference on Human-robot interaction

Probabilistic approximations of ODEs based bio-pathway dynamics

Theoretical Computer Science

An analysis of students' gaming behaviors in an intelligent tutoring system: predictors and impacts

User Modeling and User-Adapted Interaction

Expert knowledge integration to model complex food processes. Application on the camembert cheese ripening process

Expert Systems with Applications: An International Journal

Tandem decoding of children's speech for keyword detection in a child-robot interaction scenario

ACM Transactions on Speech and Language Processing (TSLP)

Network availability prediction with hidden context

Performance Evaluation

Simulating swarm robots for collision avoidance problem based on a dynamic Bayesian network

ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part II

Two Distributed-State Models For Generating High-Dimensional Time Series

The Journal of Machine Learning Research

Exploring semantics in activity recognition using context lattices

Journal of Ambient Intelligence and Smart Environments

Dynamic Bayesian networks for situational awareness in the presence of noisy data

Proceedings of the 12th International Conference on Computer Systems and Technologies

Bayesian networks and the imprecise Dirichlet model applied to recognition problems

ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty

Simultaneous partitioned sampling for articulated object tracking

ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems

Combining topic specific language models

TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue

Clinical time series data analysis using mathematical models and DBNs

AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine

Virtual rapport 2.0

IVA'11 Proceedings of the 10th international conference on Intelligent virtual agents

Swapping-based partitioned sampling for better complex density estimation: application to articulated object tracking

SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management

Wireless sensor network system for supporting nursing context-awareness

International Journal of Autonomous and Adaptive Communications Systems

FlexCon: robust context handling in human-oriented pervasive flows

OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I

The dynamic stage bayesian network: identifying and modelling key stages in a temporal process

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X

Dynamic Bayesian network factors from possible conflicts for continuous system diagnosis

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence

Methodological Review: A review of causal inference for biomedical informatics

Journal of Biomedical Informatics

The apriori stochastic dependency detection (ASDD) algorithm for learning stochastic logic rules

CLIMA IV'04 Proceedings of the 4th international conference on Computational Logic in Multi-Agent Systems

A learning method for dynamic Bayesian network structures using a multi-objective particle swarm optimizer

Artificial Life and Robotics

Probabilistic Information Structure of Human Walking

Journal of Medical Systems

On-Line signature verification based on dynamic bayesian network

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Generalization of a vision-based computational model of mind-reading

ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction

On triangulating dynamic graphical models

UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence

Dynamic bayesian networks for audio-visual speaker recognition

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics

Robust real-time human activity recognition from tracked face displacements

EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence

Context-prediction performance by a dynamic Bayesian network: Emphasis on location prediction in ubiquitous decision support environment

Expert Systems with Applications: An International Journal

Full Length Article: An evidential approach for detection of abnormal behaviour in the presence of unreliable sensors

Information Fusion

Recognize multi-people interaction activity by PCA-HMMs

ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I

Finding your friends and following them to where you are

Proceedings of the fifth ACM international conference on Web search and data mining

Learning models of relational stochastic processes

ECML'05 Proceedings of the 16th European conference on Machine Learning

Multistream dynamic bayesian network for meeting segmentation

MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction

Continuous body and hand gesture recognition for natural human-computer interaction

ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments

Multimodal automatic indexing for broadcast soccer video

SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis

A comparison of HMMs and dynamic bayesian networks for recognizing office activities

UM'05 Proceedings of the 10th international conference on User Modeling

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

Bimodal speaker identification using dynamic bayesian network

SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication

Dynamic bayesian networks for language modeling

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue

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

Issues and requirements for bayesian approaches in context aware systems

LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness

Dynamic bayesian networks for visual surveillance with distributed cameras

EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context

Multistream recognition of dialogue acts in meetings

MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction

Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas

Engineering Applications of Artificial Intelligence

A dynamic Bayesian network based framework to evaluate cascading effects in a power grid

Engineering Applications of Artificial Intelligence

Modeling and inference for troubleshooting with interventions applied to a heavy truck auxiliary braking system

Engineering Applications of Artificial Intelligence

Exploiting Intrastructure Information for Secondary Structure Prediction with Multifaceted Pipelines

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Bayesian network automata for modelling unbounded structures

IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies

Reinforcement learning and the creative, automated music improviser

EvoMUSART'12 Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design

Efficient planning for factored infinite-horizon DEC-POMDPs

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One

A logic for causal inference in time series with discrete and continuous variables

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Biclustering-driven ensemble of Bayesian belief network classifiers for underdetermined problems

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

Motor simulation via coupled internal models using sequential Monte Carlo

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three

A Markovianity based optimisation algorithm

Genetic Programming and Evolvable Machines

Event processing under uncertainty

Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems

Inferring pragmatics from dialogue contexts in simulated virtual agent games

AEGS'11 Proceedings of the 2011 international conference on Agents for Educational Games and Simulations

Location-based reasoning about complex multi-agent behavior

Journal of Artificial Intelligence Research

A hierarchical approach to continuous gesture analysis for natural multi-modal interaction

Proceedings of the 14th ACM international conference on Multimodal interaction

Efficient sensitivity analysis in hidden markov models

International Journal of Approximate Reasoning

On the complexity of the graphical representation and the belief inference in the dynamic directed evidential networks with conditional belief functions

SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management

Online black-box failure prediction for mission critical distributed systems

SAFECOMP'12 Proceedings of the 31st international conference on Computer Safety, Reliability, and Security

An efficient algorithm for anomaly detection in a flight system using dynamic bayesian networks

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III

Behavioral Implicit Communication (BIC): Communicating with Smart Environments

International Journal of Ambient Computing and Intelligence

Bayesian networks for mathematical models: Techniques for automatic construction and efficient inference

International Journal of Approximate Reasoning

Confidence estimation of feedback information for logicdiagnosis

Engineering Applications of Artificial Intelligence

A review on evolutionary algorithms in Bayesian network learning and inference tasks

Information Sciences: an International Journal

Probabilistic inference of object identifications for event stream analytics

Proceedings of the 16th International Conference on Extending Database Technology

Modelling and analysing the dynamics of disease progression from cross-sectional studies

Journal of Biomedical Informatics

A hidden Markov model for collaborative filtering

MIS Quarterly

Video content categorization using the double decomposition

Multimedia Tools and Applications

A dynamic multimodal approach for assessing learners' interaction experience

Proceedings of the 15th ACM on International conference on multimodal interaction

GCBN: a hybrid spatio-temporal causal model for traffic analysis and prediction

WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management

New propagation algorithm in dynamic directed evidential networks with conditional belief functions

IUKM'13 Proceedings of the 2013 international conference on Integrated Uncertainty in Knowledge Modelling and Decision Making

Classifying the socio-situational settings of transcripts of spoken discourses

Speech Communication

A context aware sound classifier applied to prawn feed monitoring and energy disaggregation

Knowledge-Based Systems

Distributed data association in smart camera networks using belief propagation

ACM Transactions on Sensor Networks (TOSN)

A multi-modal gesture recognition system using audio, video, and skeletal joint data

Proceedings of the 15th ACM on International conference on multimodal interaction

Performance evaluation of subsea BOP control systems using dynamic Bayesian networks with imperfect repair and preventive maintenance

Engineering Applications of Artificial Intelligence

Causal inference with rare events in large-scale time-series data

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Modeling the interplay of people's location, interactions, and social ties

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Complex event processing over distributed probabilistic event streams

Computers & Mathematics with Applications

GPU code generation for ODE-based applications with phased shared-data access patterns

ACM Transactions on Architecture and Code Optimization (TACO)

Learning-based modeling of multimodal behaviors for humanlike robots

Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction

Fast MCMC sampling for Markov jump processes and extensions

The Journal of Machine Learning Research

Robust human action recognition scheme based on high-level feature fusion

Multimedia Tools and Applications