Philippe Smets

According to our database, Philippe Smets authored at least 83 papers between 1981 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2013

Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (1991)

Piero P. Bonissone, Bruce D'Ambrosio, Philippe Smets

CoRR, 2013

Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence (1992)

Bruce D'Ambrosio, Didier Dubois, Philippe Smets, Michael P. Wellman

CoRR, 2013

Decision under Uncertainty

Philippe Smets

CoRR, 2013

Computational Aspects of the Mobius Transform

Robert Kennes, Philippe Smets

CoRR, 2013

2009

Transferable Belief Model.

Philippe Smets

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008

The Transferable Belief Model.

Philippe Smets, Robert Kennes

Proceedings of the Classic Works of the Dempster-Shafer Theory of Belief Functions, 2008

Belief Functions: The Disjunctive Rule of Combination and the Generalized Bayesian Theorem.

Philippe Smets

Proceedings of the Classic Works of the Dempster-Shafer Theory of Belief Functions, 2008

A definition of subjective possibility.

Didier Dubois, Henri Prade, Philippe Smets

Int. J. Approx. Reason., 2008

2007

Kalman filter and joint tracking and classification based on belief functions in the TBM framework.

Philippe Smets, Branko Ristic

Inf. Fusion, 2007

Analyzing the combination of conflicting belief functions.

Philippe Smets

Inf. Fusion, 2007

2006

Classification Using Belief Functions: Relationship Between Case-Based and Model-Based Approaches.

Thierry Denoeux, Philippe Smets

IEEE Trans. Syst. Man Cybern. Part B, 2006

The TBM global distance measure for the association of uncertain combat ID declarations.

Branko Ristic, Philippe Smets

Inf. Fusion, 2006

Joint Tracking and Classification of Airbourne Objects using Particle Filters and the Continuous Transferable Belief Model.

Gavin Powell, Dave Marshall, Philippe Smets, Branko Ristic, Simon Maskell

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

2005

Belief functions on real numbers.

Philippe Smets

Int. J. Approx. Reason., 2005

Decision making in the TBM: the necessity of the pignistic transformation.

Philippe Smets

Int. J. Approx. Reason., 2005

Partially Supervised Learning by a Credal EM Approach.

Patrick Vannoorenberghe, Philippe Smets

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004

Assessing sensor reliability for multisensor data fusion within the transferable belief model.

Zied Elouedi, Khaled Mellouli, Philippe Smets

IEEE Trans. Syst. Man Cybern. Part B, 2004

Target identification based on the transferable belief model interpretation of dempster-shafer model.

François Delmotte, Philippe Smets

IEEE Trans. Syst. Man Cybern. Part A, 2004

2003

Directed Evidential Networks with Conditional Belief Functions.

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002

Belief function independence: I. The marginal case.

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli

Int. J. Approx. Reason., 2002

Belief function independence: II. The conditional case.

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli

Int. J. Approx. Reason., 2002

The application of the matrix calculus to belief functions.

Philippe Smets

Int. J. Approx. Reason., 2002

2001

Using the transferable belief model and a qualitative possibility theory approach on an illustrative example: The assessment of the value of a candidate.

Didier Dubois, Michel Grabisch, Henri Prade, Philippe Smets

Int. J. Intell. Syst., 2001

Fusion: General concepts and characteristics.

Isabelle Bloch, Anthony Hunter, Alain Appriou, André Ayoun, Salem Benferhat, Philippe Besnard, Laurence Cholvy, Roger M. Cooke, Frédéric Cuppens, Didier Dubois, Hélène Fargier, Michel Grabisch, Rudolf Kruse, Jérôme Lang, Serafín Moral, Henri Prade, Alessandro Saffiotti, Philippe Smets, Claudio Sossai

Int. J. Intell. Syst., 2001

Data association in multi-target detection using the transferable belief model.

André Ayoun, Philippe Smets

Int. J. Intell. Syst., 2001

Belief decision trees: theoretical foundations.

Zied Elouedi, Khaled Mellouli, Philippe Smets

Int. J. Approx. Reason., 2001

Self-Conditional Probabilities and Probabilistic Interpretations of Belief Functions.

Roger M. Cooke, Philippe Smets

Ann. Math. Artif. Intell., 2001

New semantics for quantitative possibility theory.

Didier Dubois, Henri Prade, Philippe Smets

Proceedings of the ISIPTA '01, 2001

About Conditional Belief Function Independence.

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model.

Zied Elouedi, Khaled Mellouli, Philippe Smets

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

"Not Impossible" vs. "Guaranteed Possible" in Fusion and Revision.

Didier Dubois, Henri Prade, Philippe Smets

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

2000

Belief functions and default reasoning.

Salem Benferhat, Alessandro Saffiotti, Philippe Smets

Artif. Intell., 2000

Classification with Belief Decision Trees.

Zied Elouedi, Khaled Mellouli, Philippe Smets

Proceedings of the Artificial Intelligence: Methodology, 2000

1999

Practical Uses of Belief Functions.

Philippe Smets

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

Assessing the value of a candidate: Comparing belief function and possibility theories.

Didier Dubois, Michel Grabisch, Henri Prade, Philippe Smets

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

1998

Application of the transferable belief model to diagnostic problems.

Philippe Smets

Int. J. Intell. Syst., 1998

A General Approach for Inconsistency Handling and Merging Information in Prioritized Knowledge Bases.

Salem Benferhat, Didier Dubois, Jérôme Lang, Henri Prade, Alessandro Saffiotti, Philippe Smets

Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR'98), 1998

Reasoning Under Inconsistency Based on Implicitly-Specified Partial Qualitative Probability Relations: A Unified Framework.

Salem Benferhat, Didier Dubois, Jérôme Lang, Henri Prade, Alessandro Saffiotti, Philippe Smets

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997

The Normative Representation of Quantified Beliefs by Belief Functions.

Philippe Smets

Artif. Intell., 1997

The alpha-junctions: Combination Operators Applicable to Belief Functions.

Philippe Smets

Proceedings of the Qualitative and Quantitative Practical Reasoning, 1997

1996

Some strategies for explanations in evidential reasoning.

Hong Xu, Philippe Smets

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

Transferable belief model for decision making in the valuation-based systems.

Hong Xu, Yen-Teh Hsia, Philippe Smets

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

Representing partial ignorance.

Didier Dubois, Henri Prade, Philippe Smets

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

Reasoning in evidential networks with conditional belief functions.

Hong Xu, Philippe Smets

Int. J. Approx. Reason., 1996

The Transferable Belief Model for Belief Representation.

Philippe Smets, Rudolf Kruse

Proceedings of the Uncertainty Management in Information Systems: From Needs to Solution., 1996

Imperfect Information: Imprecision and Uncertainty.

Philippe Smets

Proceedings of the Uncertainty Management in Information Systems: From Needs to Solution., 1996

1995

Generating Explanations for Evidential Reasoning.

Hong Xu, Philippe Smets

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

The Canonical Decomposition of a Weighted Belief.

Philippe Smets

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994

Responses to Elkan (Didier Dubois, Henri Prade, Philippe Smets).

Didier Dubois, Henri Prade, Philippe Smets

IEEE Expert, 1994

Believing on the Basis of the Evidence: Answer to Kyburg's Paper.

Philippe Smets

Comput. Intell., 1994

The Transferable Belief Model.

Philippe Smets, Robert Kennes

Artif. Intell., 1994

Evidential Reasoning with Conditional Belief Functions.

Hong Xu, Philippe Smets

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Belief Induced by the Partial Knowledge of the Probabilities.

Philippe Smets

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Non-Standard Probabilistic and Non Probabilistic Representations of Uncertainty.

Philippe Smets

Proceedings of the Advances in Intelligent Computing, 1994

1993

Belief functions: The disjunctive rule of combination and the generalized Bayesian theorem.

Philippe Smets

Int. J. Approx. Reason., 1993

On dynamics of cautious belief and conditional objects.

Hung T. Nguyen, Philippe Smets

Int. J. Approx. Reason., 1993

DRUMS: Defeasible Reasoning and Uncertainty Management Systems.

Philippe Besnard, Yves Moinard, Wilmer Pereira, Michael Clarke, Nic Wilson, Miguel Delgado, Serafín Moral, Juan Cano, Didier Dubois, Henri Prade, Luis Fariñas del Cerro, Jérôme Lang, Stéphane Amarger, John Fox, Paul J. Krause, Michael Dohnal, Christine Froidevaux, Jérôme Mengin, Ramón López de Mántaras, Lluís Godo, E. H. Mamdani, John Bigham, Simon Parsons, Rudolf Kruse, Olivier Paillet, Pierre Siegel, Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Hong Xu, Elizabeth Umkehrer, Kurt Sundermeyer, Chris Whitney

AI Commun., 1993

A Belief-Function Based Decision Support System.

Hong Xu, Yen-Teh Hsia, Philippe Smets

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Jeffrey's rule of conditioning generalized to belief functions.

Philippe Smets

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Quantifying Beliefs by Belief Functions: An Axiomatic Justification.

Philippe Smets

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Probability of Deductibility and Belief Functions.

Philippe Smets

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

1992

The transferable belief model and random sets.

Philippe Smets

Int. J. Intell. Syst., 1992

Resolving misunderstandings about belief functions.

Philippe Smets

Int. J. Approx. Reason., 1992

The Nature of the Unnormalized Beliefs Encountered in the Transferable Belief Model.

Philippe Smets

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

The Dynamic of Belief in the Transferable Belief Model and Specialization-Generalization Matrices.

Frank Klawonn, Philippe Smets

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

1991

Varieties of ignorance and the need for well-founded theories.

Philippe Smets

Inf. Sci., 1991

About Updating.

Philippe Smets

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

The Transferable Belief Model.

Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Elizabeth Umkehrer

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

1990

The Combination of Evidence in the Transferable Belief Model.

Philippe Smets

IEEE Trans. Pattern Anal. Mach. Intell., 1990

Default reasoning and the transferable belief model.

Philippe Smets, Yen-Teh Hsia

Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

The transferable belief model and other interpretations of Dempster-Shafer's model.

Philippe Smets

Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

Computational aspects of the Mobius transformation.

Robert Kennes, Philippe Smets

Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

Fast Algorithms for Dempster-Shafer Theory.

Robert Kennes, Philippe Smets

Proceedings of the Uncertainty in Knowledge Bases, 1990

1989

Fuzzy modus ponens: A new model suitable for applications in knowledge-based systems.

Paul Magrez, Philippe Smets

Int. J. Intell. Syst., 1989

Epistemic necessity, possibility, and truth. Tools for dealing with imprecision and uncertainty in fuzzy knowledge-based systems.

Paul Magrez, Philippe Smets

Int. J. Approx. Reason., 1989

Constructing the Pignistic Probability Function in a Context of Uncertainty.

Philippe Smets

Proceedings of the UAI '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, 1989

1988

Responses to "An AI view of the treatment of uncertainty" by Alessandro Saffiotti.

Dominic A. Clark, Jim F. Baldwin, Hamid R. Berenji, Paul R. Cohen, Didier Dubois, John Fox, John F. Lemmer, Henri Prade, David J. Spiegelhalter, Philippe Smets, Lotfi A. Zadeh

Knowl. Eng. Rev., 1988

Belief Functions versus Probability Functions.

Philippe Smets

Proceedings of the Uncertainty and Intelligent Systems, 1988

Fuzzy Quanlitative Modeling.

Jean-Pierre Nordvik, Philippe Smets, Paul Magrez

Proceedings of the Uncertainty and Intelligent Systems, 1988

Transferable Belief Model Versus Bayesian Model.

Philippe Smets

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

1987

Implication in fuzzy logic.

Philippe Smets, Paul Magrez

Int. J. Approx. Reason., 1987

1983

Information Content of an Evidence.

Philippe Smets

Int. J. Man Mach. Stud., 1983

1981

The degree of belief in a fuzzy event.

Philippe Smets

Inf. Sci., 1981