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An evidence-theoretic k-NN rule with parameter optimization

https://doi.org/10.1109/5326.669565
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-540-44792-4_29openalex-snapshot
A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory
inferredcites →https://doi.org/10.1016/0004-3702(94)90026-4openalex-snapshot
The transferable belief model
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Analysis of hidden units in a layered network trained to classify sonar targets
inferredcites →https://doi.org/10.1016/s0031-3203(96)00137-9openalex-snapshot
Analysis of evidence-theoretic decision rules for pattern classification
inferredcites →https://doi.org/10.1080/01621459.1989.10478752openalex-snapshot
Regularized Discriminant Analysis
inferredcites →https://doi.org/10.1109/21.376493openalex-snapshot
A k-nearest neighbor classification rule based on Dempster-Shafer theory
inferredcites →https://doi.org/10.1109/34.55104openalex-snapshot
The combination of evidence in the transferable belief model
inferredcites →https://doi.org/10.1109/tit.1967.1053964openalex-snapshot
Nearest neighbor pattern classification
inferredcites →https://doi.org/10.1109/tsmc.1976.5408784openalex-snapshot
The Distance-Weighted k-Nearest-Neighbor Rule
inferredcites →https://doi.org/10.1109/tsmc.1985.6313426openalex-snapshot
A fuzzy K-nearest neighbor algorithm
inferredcites →https://doi.org/10.1137/1.9781611971217openalex-snapshot
Solving Least Squares Problems
inferredcites →https://doi.org/10.1515/9780691214696openalex-snapshot
A Mathematical Theory of Evidence
inferredcites →https://doi.org/10.2307/j.ctv10vm1qbopenalex-snapshot
A Mathematical Theory of Evidence

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Virus-mPLoc: A Fusion Classifier for Viral Protein Subcellular Location Prediction by Incorporating Multiple Sites
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The Reliability Estimation for the Open Function of Cabin Door Affected by the Imprecise Judgment Corresponding to Distribution Hypothesis
inferred← citeshttps://doi.org/10.1093/bioinformatics/btab242openalex-snapshot
A novel systematic approach for cancer treatment prognosis and its applications in oropharyngeal cancer with microRNA biomarkers
inferred← citeshttps://doi.org/10.1093/bioinformatics/btl170openalex-snapshot
Ensemble classifier for protein fold pattern recognition
inferred← citeshttps://doi.org/10.1093/bioinformatics/btt440openalex-snapshot
High-accuracy prediction of transmembrane inter-helix contacts and application to GPCR 3D structure modeling
inferred← citeshttps://doi.org/10.1093/comjnl/47.6.662openalex-snapshot
Extended k-Nearest Neighbours based on Evidence Theory
inferred← citeshttps://doi.org/10.1093/protein/gzl053openalex-snapshot
Gpos-PLoc: an ensemble classifier for predicting subcellular localization of Gram-positive bacterial proteins
inferred← citeshttps://doi.org/10.1093/protein/gzn045openalex-snapshot
A novel hierarchical ensemble classifier for protein fold recognition
inferred← citeshttps://doi.org/10.1101/2025.03.09.642256openalex-snapshot
Musical Insights into Protein Sequences and Functions via NMR Data
inferred← citeshttps://doi.org/10.1109/3468.833094openalex-snapshot
A neural network classifier based on Dempster-Shafer theory
inferred← citeshttps://doi.org/10.1109/3468.903867openalex-snapshot
Some classification algorithms integrating Dempster-Shafer theory of evidence with the rank nearest neighbor rules
inferred← citeshttps://doi.org/10.1109/access.2020.2983319openalex-snapshot
Credal Transfer Learning With Multi-Estimation for Missing Data
inferred← citeshttps://doi.org/10.1109/aici.2009.359openalex-snapshot
Two Efficient Combination Rules for Conflicting Belief Functions
inferred← citeshttps://doi.org/10.1109/atsip.2014.6834657openalex-snapshot
Possibility theory based approach for iris recognition in biometric systems
inferred← citeshttps://doi.org/10.1109/cac.2013.6775807openalex-snapshot
Constructing basic belief assignment from feature data
inferred← citeshttps://doi.org/10.1109/ccca.2011.6031389openalex-snapshot
Classification of high-resolution remote sensing image by adapting the distance belief function estimation model
inferred← citeshttps://doi.org/10.1109/ccdc.2012.6244634openalex-snapshot
Uncertain information clustering based on distance between BPAs
inferred← citeshttps://doi.org/10.1109/ccitsa.2015.25openalex-snapshot
Integrated Data Fusion Using Dempster-Shafer Theory
inferred← citeshttps://doi.org/10.1109/eecsi59885.2023.10295842openalex-snapshot
Wind Tunnel Data Classification A Comparison of Performance Between K-Nearest Neighbor and Artificial Neural Network Algorithm
inferred← citeshttps://doi.org/10.1109/fskd.2009.151openalex-snapshot
A Robust Adaptive Version of Evidence-Theoretic k-NN Classification Rule
inferred← citeshttps://doi.org/10.1109/fuzz.2001.1007313openalex-snapshot
Likelihood-based vs. distance-based evidential classifiers
inferred← citeshttps://doi.org/10.1109/fuzz.2003.1206534openalex-snapshot
Reasoning with unlabeled samples and belief functions
inferred← citeshttps://doi.org/10.1109/fuzzy.2006.1681846openalex-snapshot
A Belief-based Pixel Labeling Strategy for Medical and Satellite Image Segmentation
inferred← citeshttps://doi.org/10.1109/ical.2007.4338932openalex-snapshot
Multiple k-NN Classifiers Fusion Based on Evidence Theory
inferred← citeshttps://doi.org/10.1109/icc.2015.7248373openalex-snapshot
Feature selection and data balancing for activity recognition in smart homes
inferred← citeshttps://doi.org/10.1109/icci-cc.2013.6622240openalex-snapshot
Performing classification using all kinds of distances as evidences
inferred← citeshttps://doi.org/10.1109/icif.2002.1021011openalex-snapshot
Fusion of expert knowledge with data using belief functions: a case study in waste-water treatment
inferred← citeshttps://doi.org/10.1109/icmcce51767.2020.00134openalex-snapshot
Evidential KNN-based Performance Monitoring Method for PID Control System
inferred← citeshttps://doi.org/10.1109/icmlc.2003.1259999openalex-snapshot
Probability measures compatible with the fuzzy Dempster-Shafer belief structure
inferred← citeshttps://doi.org/10.1109/icmlc.2003.1260141openalex-snapshot
A quick evidential classification algorithm based on k-nearest neighbor rule
inferred← citeshttps://doi.org/10.1109/icmsao.2013.6552671openalex-snapshot
Reliability estimation with Extrinsic and Intrinsic measure in belief function theory
inferred← citeshttps://doi.org/10.1109/icnc.2010.5584406openalex-snapshot
A k-nearest neighbor text classification algorithm based on fuzzy integral
inferred← citeshttps://doi.org/10.1109/icnsc.2008.4525257openalex-snapshot
An Improved KNN Algorithm of Intelligent Built-in Test
inferred← citeshttps://doi.org/10.1109/icosp.2004.1441611openalex-snapshot
A new approach to determine the parameters of dissimilarity function for the evidence-theoretic k-NN classification rule
inferred← citeshttps://doi.org/10.1109/icpr.2014.241openalex-snapshot
Activity Recognition in Smart Homes Using Clustering Based Classification
inferred← citeshttps://doi.org/10.1109/icpr.2014.60openalex-snapshot
3D Shape Classification Using Information Fusion
inferred← citeshttps://doi.org/10.1109/icsmc.2000.884444openalex-snapshot
Induction of decision trees from partially classified data using belief functions
inferred← citeshttps://doi.org/10.1109/icsmc.2002.1176106openalex-snapshot
Combining expert knowledge with data based on belief function theory: an application in waste water treatment
inferred← citeshttps://doi.org/10.1109/ific.2000.862713openalex-snapshot
Data fusion in the transferable belief model
inferred← citeshttps://doi.org/10.1109/igarss.2014.6947288openalex-snapshot
The Kohonen map for credal classification of large multispectral images
inferred← citeshttps://doi.org/10.1109/igarss.2017.8127078openalex-snapshot
Multi-temporal images classification with evidential fusion of manifold alignment
inferred← citeshttps://doi.org/10.1109/ijcnn.2004.1379927openalex-snapshot
Connectionist based Dempster-Shafer evidential reasoning for data fusion
inferred← citeshttps://doi.org/10.1109/isda.2010.5687230openalex-snapshot
Belief Rough Set Classification for web mining based on dynamic core
inferred← citeshttps://doi.org/10.1109/isie51582.2022.9831620openalex-snapshot
Intelligent Automation of Crime Prediction using Data Mining
inferred← citeshttps://doi.org/10.1109/iucc65928.2024.00084openalex-snapshot
AT-Simulator: An Aviation Traffic Simulation Framework for LEO Communication Networks
inferred← citeshttps://doi.org/10.1109/sitis.2014.34openalex-snapshot
Belief Function Classification with Conflict Management: Application on Forest Image
inferred← citeshttps://doi.org/10.1109/tcyb.2014.2332037openalex-snapshot
A New Incomplete Pattern Classification Method Based on Evidential Reasoning
inferred← citeshttps://doi.org/10.1109/tcyb.2015.2395877openalex-snapshot
Evidential Matrix Metrics as Distances Between Meta-Data Dependent Bodies of Evidence
inferred← citeshttps://doi.org/10.1109/tevc.2023.3291614openalex-snapshot
Surrogate-Assisted Evolutionary Algorithm With Model and Infill Criterion Auto-Configuration
inferred← citeshttps://doi.org/10.1109/tfuzz.2016.2540068openalex-snapshot
Dissimilarity Metric Learning in the Belief Function Framework
inferred← citeshttps://doi.org/10.1109/tfuzz.2020.2998502openalex-snapshot
A Distributed Rough Evidential K-NN Classifier: Integrating Feature Reduction and Classification
inferred← citeshttps://doi.org/10.1109/tgrs.2006.864391openalex-snapshot
Land cover classification using fuzzy rules and aggregation of contextual information through evidence theory
inferred← citeshttps://doi.org/10.1109/thms.2014.2362520openalex-snapshot
Improving Human Action Recognition Using Fusion of Depth Camera and Inertial Sensors
inferred← citeshttps://doi.org/10.1109/tkde.2022.3157346openalex-snapshot
A Sparse Reconstructive Evidential -Nearest Neighbor Classifier for High-dimensional Data
inferred← citeshttps://doi.org/10.1109/tnb.2012.2208473openalex-snapshot
Enhancing Membrane Protein Subcellular Localization Prediction by Parallel Fusion of Multi-View Features
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