Evidential instance selection for \(K\)-nearest neighbor classification of big data
type: Item
instance of: scholarly article
title: Evidential instance selection for \(K\)-nearest neighbor classification of big data
author: Chaoyu Gong
author: Qian Wang
author: Yang You
author: Zhigang Su
author: Pei-Hong Wang
published in: International Journal of Approximate Reasoning
publication date: 2021-12-13T00:00:00Z
Mathematics Subject Classification ID: 68T37
zbMATH DE Number: 7443193
zbMATH Keywords: evidence theory
zbMATH Keywords: information fusion
zbMATH Keywords: instance selection
zbMATH Keywords: Apache Spark
zbMATH Keywords: big data
describes a project that uses: Apache Spark
MaRDI profile type: Publication
full work available at URL: j.ijar.2021.08.006
OpenAlex ID: W3197716620
cites work: Nearest neighbor pattern classification
cites work: Prototype selection for dissimilarity-based classifiers
cites work: Artificial Intelligence and Soft Computing - ICAISC 2004
cites work: Asymptotic Properties of Nearest Neighbor Rules Using Edited Data
cites work: An algorithm for a selective nearest neighbor decision rule (Corresp.)
cites work: A class boundary preserving algorithm for data condensation
cites work: Q3096143
cites work: Q4131415
cites work: Upper and Lower Probabilities Induced by a Multivalued Mapping
cites work: The transferable belief model
cites work: 40 years of Dempster-Shafer theory
cites work: MLlib: machine learning in Apache Spark
cites work: Q3093335
cites work: A memetic algorithm for evolutionary prototype selection: A scaling up approach
cites work: A high-performance, portable implementation of the MPI message passing interface standard
cites work: A new evidential \(K\)-nearest neighbor rule based on contextual discounting with partially supervised learning
cites work: Evidential Editing K-Nearest Neighbor Classifier
cites work: Decision-making with belief functions: a review
cites work: A Guided Tour of Artificial Intelligence Research
DOI: 10.1016/J.IJAR.2021.08.006
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description: scientific article; zbMATH DE number 7443193