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The modified Dempster-Shafer approach to classification
7 references·12 citing·38 second hop
The modified Dempster-Shafer approach to classification (1997)The modified Dempster-Shafer approach to …Entropy optimization principles with applications (1993)Entropy optimization principl…On the justification of Dempster's rule of combination (1991)On the justification of Demps…Constructing the Pignistic Probability Function in a Context of Uncertainty (1990)Constructing the Pignistic Pr…Consonant approximations of belief functions (1990)Consonant approximations of b…Where do we stand on measures of uncertainty, ambiguity, fuzziness, and the like? (1987)Where do we stand on measures…Properties of measures of information in evidence and possibility theories (1987)Properties of measures of inf…On random sets and belief functions (1978)On random sets and belief fun…A new distance measure between two basic probability assignments based on penalty coefficient (2024)A new distance measure betwee…Applying Dempster–Shafer theory for developing a flexible, accurate and interpretable classifier (2020)Applying Dempster–Shafer theo…A novel weighted evidence combination rule based on improved entropy function with a diagnosis application (2019)A novel weighted evidence com…Weighted Evidence Combination Rule Based on Evidence Distance and Uncertainty Measure: An Application in Fault Diagnosis (2018)Weighted Evidence Combination…Geographically weighted evidence combination approaches for combining discordant and inconsistent volunteered geographical information (2016)Geographically weighted evide…On the Validity of Dempster's Fusion Rule and its Interpretation as a Generalization of Bayesian Fusion Rule (2013)On the Validity of Dempster's…Information-based dissimilarity assessment in Dempster–Shafer theory (2013)Information-based dissimilari…How to preserve the conflict as an alarm in the combination of belief functions? (2013)How to preserve the conflict …Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information (2007)Information Affinity: A New S…The Role of the DS/AHP in Identifying Inter-Group Alliances and Majority Rule Within Group Decision Making (2005)The Role of the DS/AHP in Ide…Shedding new light on Zadeh's criticism of Dempster's rule of combination (2005)Shedding new light on Zadeh's…Combining ambiguous evidence with respect to ambiguous a priori knowledge. I. Boolean logic (1996)Combining ambiguous evidence …A simple view of the Dempster-Shafer theory of evidence and its implication for the rule of combination (1986)On the dempster-shafer framework and new combination rules (1987)D-CFPR: D numbers extended consistent fuzzy preference relations (2014)A novel combination method for conflicting evidence based on inconsistent measurements (2016)An Evidential Reliability Indicator-Based Fusion Rule for Dempster-Shafer Theory and its Applications in Classification (2018)Fuzzy sets (1965)A definition of a nonprobabilistic entropy in the setting of fuzzy sets theory (1972)Fuzzy Sets and Systems - Theory and Applications (1980)MEASURING TOTAL UNCERTAINTY IN DEMPSTER-SHAFER THEORY: A NOVEL APPROACH (1994)A new distance-based total uncertainty measure in the theory of belief functions (2015)The combination of evidence in the transferable belief model (1990)Combining belief functions when evidence conflicts (2000)Novel Algorithm for Identifying and Fusing Conflicting Data in Wireless Sensor Networks (2014)A new divergence measure for basic probability assignment and its applications in extremely uncertain environments (2018)A new probability transformation method based on a correlation coefficient of belief functions (2019)L-fuzzy sets (1967)The principle of minimum specificity as a basis for evidential reasoning (1987)Uniqueness of information measure in the theory of evidence (1987)A fuzzy group data envelopment analysis model for high-technology project selection: A case study at NASA (2013)Combination of Evidence in Dempster-Shafer Theory (2002)Cumulative and averaging fusion of beliefs (2009)Discounted combination of unreliable evidence using degree of disagreement (2013)Perturbation Analysis of Evidential Reasoning Rule (2019)Decision Analysis: Introductory Lectures on Choices Under Uncertainty. (1969)Possibility theory as a basis for qualitative decision theory (1995)A conceptual framework and belief-function approach to assessing overall information quality (2003)Analyzing the combination of conflicting belief functions (2006)Robust combination rules for evidence theory (2008)Evidence Combination From an Evolutionary Game Theory Perspective (2015)A Dempster-Shafer Theory-based approach to the Failure Mode, Effects and Criticality Analysis (FMECA) under epistemic uncertainty: application to the propulsion system of a fishing vessel (2016)On the Combination of Evidence in Various Mathematical Frameworks (1992)The Dempster-Shafer Theory (2009)A nonparametric model of random uncertainties for reduced matrix models in structural dynamics (2000)Random matrix theory for modeling uncertainties in computational mechanics (2004)Non-Gaussian positive-definite matrix-valued random fields for elliptic stochastic partial differential operators (2005)Approximation algorithms and decision making in the Dempster-Shafer theory of evidence — An empirical study (1997)A Geometric Approach to the Theory of Evidence (2008)A survey: Optimization and applications of evidence fusion algorithm based on Dempster–Shafer theory (2022)
this work references cited by second hop

References

  • 1993Entropy optimization principles with applications493 cited
  • 1990Constructing the Pignistic Probability Function in a Context of Uncertainty440 cited
  • 1978On random sets and belief functions335 cited
  • 1987Properties of measures of information in evidence and possibility theories212 cited
  • 1990Consonant approximations of belief functions197 cited
  • 1991On the justification of Dempster's rule of combination196 cited
  • 1987Where do we stand on measures of uncertainty, ambiguity, fuzziness, and the like?182 cited

Cited by

  • 2013How to preserve the conflict as an alarm in the combination of belief functions?112 cited
  • 2005Shedding new light on Zadeh's criticism of Dempster's rule of combination98 cited
  • 2013On the Validity of Dempster's Fusion Rule and its Interpretation as a Generalization of Bayesian Fusion Rule89 cited
  • 1996Combining ambiguous evidence with respect to ambiguous a priori knowledge. I. Boolean logic50 cited
  • 2007Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information49 cited
  • 2005The Role of the DS/AHP in Identifying Inter-Group Alliances and Majority Rule Within Group Decision Making44 cited
  • 2020Applying Dempster–Shafer theory for developing a flexible, accurate and interpretable classifier

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40 cited
  • 2018Weighted Evidence Combination Rule Based on Evidence Distance and Uncertainty Measure: An Application in Fault Diagnosis34 cited
  • 2013Information-based dissimilarity assessment in Dempster–Shafer theory33 cited
  • 2019A novel weighted evidence combination rule based on improved entropy function with a diagnosis application32 cited
  • 2024A new distance measure between two basic probability assignments based on penalty coefficient29 cited
  • 2016Geographically weighted evidence combination approaches for combining discordant and inconsistent volunteered geographical information15 cited