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ArticleA new belief-based K-nearest neighbor classification method

Zhunga Liu2012

Article2012

A new belief-based K-nearest neighbor classification method

Zhunga Liu · Quan Pan · Jean Dezert

144 citations·0/0 files stored·Pattern Recognition

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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 2004Advances and Applications of DSmT for Information Fusion 1998An evidence-theoretic k-NN rule with parameter optimization

Cited by

2017NS-k-NN: Neutrosophic Set-Based k-Nearest Neighbors Classifier 2017A Weighted Belief Entropy-Based Uncertainty Measure for Multi-Sensor Data Fusion 2014A New Incomplete Pattern Classification Method Based on Evidential Reasoning 2015An evidential classifier based on feature selection and two-step classification strategy 2017A modified belief entropy in Dempster-Shafer framework 2018An Evidential Fractal Analytic Hierarchy Process Target Recognition Method

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Year2012

Typearticle

Published2012-10-11

VenuePattern Recognition

ISSN-L0031-3203

Languageen

Citations144

Files0 public / 0

ShelfMulti-Criteria Decision Making

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doi10.1016/j.patcog.2012.10.001

openalex_workW2017597960

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2020

A new classification method based on the negation of a basic probability assignment in the evidence theory

2015Classification of incomplete data based on belief functions and K-nearest neighbors