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Classification of incomplete data based on belief functions and K-nearest neighbors · Study

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ArticleClassification of incomplete data based on belief functions and K-nearest neighbors

Zhunga Liu2015

Article2015

Classification of incomplete data based on belief functions and K-nearest neighbors

Zhunga Liu · Yong Liu · Jean Dezert · Quan Pan

45 citations·0/0 files stored·Knowledge-Based Systems

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Multi-Criteria Decision Making Data Mining and Machine Learning Applications Rough Sets and Fuzzy Logic

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References

1977A mathematical theory of evidence 1990The combination of evidence in the transferable belief model 1995A k-nearest neighbor classification rule based on Dempster-Shafer theory 2008A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory 1988Representation and combination of uncertainty with belief functions and possibility measures 2000A neural network classifier based on Dempster-Shafer theory 2004Advances and Applications of DSmT for Information Fusion 1998An evidence-theoretic k-NN rule with parameter optimization

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2016Using Evidence Credibility Decay Model for dependence assessment in human reliability analysis

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2014A New Incomplete Pattern Classification Method Based on Evidential Reasoningarticle · 12 shared references 2013Evidential classifier for imprecise data based on belief functionsarticle · 9 shared references 2012A new belief-based K-nearest neighbor classification methodarticle · 7 shared references 2015An evidential classifier based on feature selection and two-step classification strategyarticle · 7 shared references 2007Conjunctive and disjunctive combination of belief functions induced by nondistinct bodies of evidencearticle · 6 shared references 2017Classifier Fusion With Contextual Reliability Evaluationarticle · 6 shared references

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Year2015

Typearticle

Published2015-07-04

VenueKnowledge-Based Systems

ISSN-L0950-7051

Languageen

Citations45

Files0 public / 0

ShelfMulti-Criteria Decision Making

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doi10.1016/j.knosys.2015.06.022

openalex_workW2188736480

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