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Classification of incomplete data based on belief functions and K-nearest neighbors
16 references·1 citing·33 second hop
Classification of incomplete data based on belief functions and K-nearest neighbors (2015)Classification of incomplete data based o…A New Incomplete Pattern Classification Method Based on Evidential Reasoning (2014)A New Incomplete Pattern Clas…Evidential classifier for imprecise data based on belief functions (2013)Evidential classifier for imp…On the behavior of Dempster's rule of combination and the foundations of Dempster-Shafer Theory (2012)On the behavior of Dempster's…A new belief-based K-nearest neighbor classification method (2012)A new belief-based K-nearest …Combination of sources of evidence with different discounting factors based on a new dissimilarity measure (2011)Combination of sources of evi…A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory (2008)A k-Nearest Neighbor Classifi…Measuring ambiguity in the evidence theory (2006)Measuring ambiguity in the ev…Classification Using Belief Functions: Relationship Between Case-Based and Model-Based Approaches (2006)Classification Using Belief F…Information fusion based on new proportional conflict redistribution rules (2005)Information fusion based on n…Advances and Applications of DSmT for Information Fusion (2004)Advances and Applications of …A neural network classifier based on Dempster-Shafer theory (2000)A neural network classifier b…An evidence-theoretic k-NN rule with parameter optimization (1998)An evidence-theoretic k-NN ru…A k-nearest neighbor classification rule based on Dempster-Shafer theory (1995)A k-nearest neighbor classifi…The combination of evidence in the transferable belief model (1990)The combination of evidence i…Representation and combination of uncertainty with belief functions and possibility measures (1988)Representation and combinatio…A mathematical theory of evidence (1977)A mathematical theory of evid…Using Evidence Credibility Decay Model for dependence assessment in human reliability analysis (2016)Using Evidence Credibility De…Advances in the Dempster-Shafer theory of evidence (1994)The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties (2004)Conjunctive and disjunctive combination of belief functions induced by nondistinct bodies of evidence (2007)Determine the Number of Unknown Targets in Open World Based on Elbow Method (2020)Fuzzy Sets and Systems - Theory and Applications (1980)Judgment under Uncertainty (1982)Judgment under uncertainty: Causality and attribution (1982)k-order additive discrete fuzzy measures and their representation (1997)A new distance between two bodies of evidence (2001)Evidential reasoning rule for evidence combination (2013)On the dempster-shafer framework and new combination rules (1987)Data fusion in the transferable belief model (2000)Combination of Evidence in Dempster-Shafer Theory (2002)Conflict measure for the discounting operation on belief functions (2008)Evidence Combination From an Evolutionary Game Theory Perspective (2015)Logic, Methodology and Philosophy of Science. (1963)Fuzzy sets (1965)Belief function combination and conflict management (2002)Multi-sensor data fusion based on the belief divergence measure of evidences and the belief entropy (2018)ENTROPY AND SPECIFICITY IN A MATHEMATICAL THEORY OF EVIDENCE (1983)Uncertainty-Based Information (1999)Entropy and Specificity in a Mathematical Theory of Evidence (2008)Evidence Combination Based on Credal Belief Redistribution for Pattern Classification (2019)Analyzing the combination of conflicting belief functions (2006)Classifier Fusion With Contextual Reliability Evaluation (2017)Combination of Classifiers With Optimal Weight Based on Evidential Reasoning (2017)Reasoning with imprecise belief structures (1999)Assessing Sensor Reliability for Multisensor Data Fusion Within the Transferable Belief Model (2004)Distances in evidence theory: Comprehensive survey and generalizations (2011)Environmental impact assessment using the evidential reasoning approach (2005)An improved method to construct basic probability assignment based on the confusion matrix for classification problem (2016)Classic Works of the Dempster-Shafer Theory of Belief Functions (2008)A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing (2011)
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84 cited
  • 2013Evidential classifier for imprecise data based on belief functions65 cited
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    • 2016Using Evidence Credibility Decay Model for dependence assessment in human reliability analysis14 cited