Kathryn B. Laskey

Charles Twardy

Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop co-located with the 30th Conference on Uncertainty in Artificial Intelligence, 2014

A URREF interpretation of Bayesian network information fusion.

[BibT_eX]

[DOI]

Johan Pieter de Villiers

Gregor Pavlin

Anne-Laure Jousselme

Proceedings of the 17th International Conference on Information Fusion, 2014

Predictive situation awareness reference model using Multi-Entity Bayesian Networks.

[BibT_eX]

[DOI]

Paulo C. G. Costa

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (1999)

[BibT_eX]

[DOI]

Henri Prade

CoRR, 2013

An Application of Non-Monotonic Probabilistic Reasoning to Air Force Threat Correlation

[BibT_eX]

[DOI]

Marvin S. Cohen

CoRR, 2013

Belief in Belief Functions: An Examination of Shafer's Canonical Examples

[BibT_eX]

[DOI]

CoRR, 2013

A Probabilistic Reasoning Environment

[BibT_eX]

[DOI]

CoRR, 2013

Learning Parameters by Prediction Markets and Kelly Rule for Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Transforming Personal Artifacts into Probabilistic Narratives.

[BibT_eX]

[DOI]

Setareh Rafatirad

Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Combinatorial Prediction Markets: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Context Correlation Using Probabilistic Semantics.

[BibT_eX]

[DOI]

Setareh Rafatirad

Proceedings of the Eighth Conference on Semantic Technologies for Intelligence, 2013

A Reference Architecture for Probabilistic Ontology Development.

[BibT_eX]

[DOI]

Richard Haberlin

Proceedings of the Eighth Conference on Semantic Technologies for Intelligence, 2013

Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil.

[BibT_eX]

[DOI]

Marcelo Ladeira

Laécio L. Santos

Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Context-Based Event Ontology Extension in Multimedia Applications.

[BibT_eX]

[DOI]

Setareh Rafatirad

Ramesh C. Jain

Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Relevant Subsequence Detection with Sparse Dictionary Learning.

[BibT_eX]

[DOI]

Sam Blasiak

Huzefa Rangwala

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Multi-Entity Bayesian Networks learning for hybrid variables in situation awareness.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

URREF reliability versus credibility in information fusion (STANAG 2511).

[BibT_eX]

[DOI]

Jean Dezert

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

High-Level Information Fusion with Bayesian Semantics.

[BibT_eX]

[DOI]

Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012

Probability and Asset Updating using Bayesian Networks for Combinatorial Prediction Markets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Study of MEBN Learning for Relational Model.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Semantic Technologies for Intelligence, 2012

The URREF Ontology for Semantic Wide Area Motion Imagery Exploitation.

[BibT_eX]

[DOI]

Erik Blasch

Haibin Ling

Genshe Chen

Proceedings of the Seventh International Conference on Semantic Technologies for Intelligence, 2012

Beam Methods for the Profile Hidden Markov Model.

[BibT_eX]

[DOI]

Samuel J. Blasiak

Huzefa Rangwala

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

A Family of Feed-Forward Models for Protein Sequence Classification.

[BibT_eX]

[DOI]

Sam Blasiak

Huzefa Rangwala

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Feature Enriched Nonparametric Bayesian Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Towards unbiased evaluation of uncertainty reasoning: The URREF ontology.

[BibT_eX]

[DOI]

Erik Blasch

Anne-Laure Jousselme

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

PR-OWL 2 Case Study: A Maritime Domain Probabilistic Ontology.

[BibT_eX]

[DOI]

Richard Haberlin

Proceedings of the Sixth International Conference on Semantic Technologies for Intelligence, 2011

Nonparametric Bayesian Co-clustering Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Evaluating uncertainty representation and reasoning in HLF systems.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Modeling a probabilistic ontology for Maritime Domain Awareness.

[BibT_eX]

[DOI]

Richard Haberlin

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

Envisioning uncertainty in geospatial information.

[BibT_eX]

[DOI]

Edward J. Wright

Int. J. Approx. Reason., 2010

Introduction to the special issue on Bayesian model views.

[BibT_eX]

[DOI]

Judy Goldsmith

Int. J. Approx. Reason., 2010

PR-OWL 2.0 - Bridging the gap to OWL semantics.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2010), 2010

Nonparametric Bayesian Clustering Ensembles.

[BibT_eX]

[DOI]

Pu Wang

Carlotta Domeniconi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

High-level fusion: Issues in developing a formal theory.

[BibT_eX]

[DOI]

Proceedings of the 13th Conference on Information Fusion, 2010

PROGNOS: Predictive situational awareness with probabilistic ontologies.

[BibT_eX]

[DOI]

Proceedings of the 13th Conference on Information Fusion, 2010

Scalable inference for hybrid Bayesian networks with full density estimations.

[BibT_eX]

[DOI]

Wei Sun

Proceedings of the 13th Conference on Information Fusion, 2010

Compatibility Formalization Between PR-OWL and OWL.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Uncertainty in Description Logics, 2010

2009

Uncertainty Representation and Reasoning in Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the Complex Systems in Knowledge-based Environments: Theory, 2009

Axiomatic First-Order Probability.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), 2009

Latent Dirichlet Bayesian Co-Clustering.

[BibT_eX]

[DOI]

Pu Wang

Carlotta Domeniconi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

A multi-disciplinary approach to high level fusion in predictive situational awareness.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

MEBN: A language for first-order Bayesian knowledge bases.

[BibT_eX]

[DOI]

Artif. Intell., 2008

Uncertainty Reasoning for the World Wide Web: Report on the URW3-XG Incubator Group.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, 2008

Ontology of Evidence.

[BibT_eX]

[DOI]

Proceedings of the Towards Effective Exploitation and Integration of Intelligence Resources, 2008

Probabilistic ontologies for knowledge fusion.

[BibT_eX]

[DOI]

Terry Janssen

Proceedings of the 11th International Conference on Information Fusion, 2008

A First-Order Bayesian Tool for Probabilistic Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007

Probabilistic Ontologies for Multi-INT Fusion.

[BibT_eX]

[DOI]

Paulo C. G. Costa

Terry L. Janssen

Proceedings of the Ontologies and Semantic Technologies for Intelligence [papers from the Second International Ontology for the Intelligence Community (OIC) Conference, 2007

Probabilistic ontology for net-centric fusion.

[BibT_eX]

[DOI]

Edward J. Wright

Proceedings of the 10th International Conference on Information Fusion, 2007

Quantum Causal Networks.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction, 2007

2006

Quantum Physical Symbol Systems.

[BibT_eX]

[DOI]

J. Log. Lang. Inf., 2006

Propagation of Delays in the National Airspace System.

[BibT_eX]

[DOI]

Ning Xu

Chun-Hung Chen

Proceedings of the UAI '06, 2006

A Proposal for a W3C XG on Uncertainty Reasoning for the World Wide Web.

[BibT_eX]

[DOI]

Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Probabilistic Ontologies for Efficient Resource Sharing in Semantic Web Services.

[BibT_eX]

[DOI]

Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Credibility Models for Multi-Source Fusion.

[BibT_eX]

[DOI]

Edward J. Wright

Proceedings of the 9th International Conference on Information Fusion, 2006

PR-OWL: A Framework for Probabilistic Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Formal Ontology in Information Systems, 2006

2005

Of Starships and Klingons: Bayesian Logic for the 23rd Century.

[BibT_eX]

[DOI]

Proceedings of the UAI '05, 2005

PR-OWL: A Bayesian Ontology Language for the Semantic Web.

[BibT_eX]

Proceedings of the International Semantic Web Conference, 2005

PLASMA: Combining Predicate Logic and Probability for Information Fusion and Decision Support.

[BibT_eX]

[DOI]

Proceedings of the Challenges to Decision Support in a Changing World, 2005

2003

Population Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

James W. Myers

Mach. Learn., 2003

2001

Hypothesis Management in Situation-Specific Network Construction.

[BibT_eX]

[DOI]

Ed Wright

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

2000

Network Engineering for Agile Belief Network Models.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2000

Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies.

[BibT_eX]

[DOI]

Neural Comput., 2000

Limited Rationality in Action: Decision Support for Military Situation Assessment.

[BibT_eX]

[DOI]

Bruce D'Ambrosio

Tod S. Levitt

Minds Mach., 2000

1999

Learning Bayesian Networks from Incomplete Data with Stochastic Search Algorithms.

[BibT_eX]

[DOI]

James W. Myers

Tod S. Levitt

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Representing and Combining Partially Specified CPTs.

[BibT_eX]

[DOI]

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

An Application of Uncertain Reasoning to Requirements Engineering.

[BibT_eX]

[DOI]

Philip S. Barry

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Learning extensible multi-entity directed graphical models.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

Constructing Situation Specific Belief Networks.

[BibT_eX]

[DOI]

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

1997

Network Fragments: Representing Knowledge for Constructing Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

1996

An introduction to issues in higher order uncertainty.

[BibT_eX]

[DOI]

Didier Dubois

IEEE Trans. Syst. Man Cybern. Part A, 1996

Model uncertainty: theory and practical implications.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 1996

Network Engineering for Complex Belief Networks.

[BibT_eX]

[DOI]

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Bayesian Learning of Loglinear Models for Neural Connectivity.

[BibT_eX]

[DOI]

Laura Martignon

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Detecting and Measuring Higher Order Synchronization Among Neurons: A Bayesian Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1996

1995

Sensitivity analysis for probability assessments in Bayesian networks.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern., 1995

Bayesian Strategies for Machine Learning: Rule Extraction and Concept Detection.

[BibT_eX]

[DOI]

Laura Martignon

Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1994

Metareasoning and the Problem of Small Worlds.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 1994

Bounded rationality and search over small-world models.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1994

1992

The Bounded Bayesian.

[BibT_eX]

[DOI]

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

Bayesian Meta-Reasoning: Determining Model Adequacy from within a Small World.

[BibT_eX]

[DOI]

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991

Conflict and Surprise: Heuristics for Model Revision.

[BibT_eX]

[DOI]

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1990

Adapting connectionist learning to Bayes networks.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1990

1989

Representing and eliciting knowledge about uncertain evidence and its implications.

[BibT_eX]

[DOI]

Marvin S. Cohen

Anne W. Martin

IEEE Trans. Syst. Man Cybern., 1989

Assumptions, Beliefs and Probabilities.

[BibT_eX]

[DOI]

Artif. Intell., 1989

1988

Hierarchical evidence and belief functions.

[BibT_eX]

Paul K. Black

Proceedings of the UAI '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, 1988

Belief Maintenance: An Integrated Approach to Uncertainty Management.

[BibT_eX]

[DOI]

Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1986

Applications of the Dempster-Shafer theory of evidence for simulation.

[BibT_eX]

[DOI]