A representation coefficient-based k-nearest centroid neighbor classifier

A stacking weighted k-Nearest neighbour with thresholding

(2021) Niloofar Rastin et al.   INFORMATION SCIENCES

A nearest neighbor-based active learning method and its application to time series classification

(2021) Hyukjun Gweon et al.   PATTERN RECOGNITION LETTERS

MCENN: A variant of extended nearest neighbor method for pattern recognition

(2020) Bo Tang et al.   PATTERN RECOGNITION LETTERS

Non-numerical nearest neighbor classifiers with value-object hierarchical embedding

(2020) Sheng Luo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new globally adaptive k-nearest neighbor classifier based on local mean optimization

(2020) Zhibin Pan et al.   Soft Computing

A new fuzzy k-nearest neighbor classifier based on the Bonferroni mean

(2020) Mahinda Mailagaha Kumbure et al.   PATTERN RECOGNITION LETTERS

A nearest-neighbor search model for distance metric learning

(2020) Yibang Ruan et al.   INFORMATION SCIENCES

Locality constrained representation-based K-nearest neighbor classification

(2019) Jianping Gou et al.   KNOWLEDGE-BASED SYSTEMS

A Local Mean Representation-based K-Nearest Neighbor Classifier

(2019) Jianping Gou et al.   ACM Transactions on Intelligent Systems and Technology

A new evidential K-nearest neighbor rule based on contextual discounting with partially supervised learning

(2019) Thierry Denœux et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

A novel approach for sand liquefaction prediction via local mean-based pseudo nearest neighbor algorithm and its engineering application

(2019) Shuai Huang et al.   ADVANCED ENGINEERING INFORMATICS

A Training Data Set Cleaning Method by Classification Ability Ranking for the $k$ -Nearest Neighbor Classifier

(2019) Yidi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Large Margin Nearest Neighbor Classification With Privileged Information for Biometric Applications

(2019) Jingwen He et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Two-phase linear reconstruction measure-based classification for face recognition

(2018) Jianping Gou et al.   INFORMATION SCIENCES

Weighted Version of Extended Nearest Neighbors

(2018) Mona Pourseyyedi et al.   NEURAL PROCESSING LETTERS

A Nonnegative Locally Linear KNN model for image recognition

(2018) Si-Bao Chen et al.   PATTERN RECOGNITION

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

A generalized mean distance-based k-nearest neighbor classifier

(2018) Jianping Gou et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging

(2018) Tuan Minh Tran et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A new k-harmonic nearest neighbor classifier based on the multi-local means

(2017) Zhibin Pan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Proposal for Local $k$ Values for $k$ -Nearest Neighbor Rule

(2017) Nicolas Garcia-Pedrajas et al.   IEEE Transactions on Neural Networks and Learning Systems

Sparse Coefficient-Based ${k}$ -Nearest Neighbor Classification

(2017) Hongxing Ma et al.   IEEE Access

An evolutionary voting for k -nearest neighbours

(2016) Daniel Mateos-García et al.   EXPERT SYSTEMS WITH APPLICATIONS

Sparsity-Induced Similarity Measure and Its Applications

(2016) Hong Cheng et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

A video semantic detection method based on locality-sensitive discriminant sparse representation and weighted KNN

(2016) Yongzhao Zhan et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery

(2015) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

Feature Selection and Predictors of Falls with Foot Force Sensors Using KNN-Based Algorithms

(2015) Shengyun Liang et al.   SENSORS

Improved pseudo nearest neighbor classification

(2014) Jianping Gou et al.   KNOWLEDGE-BASED SYSTEMS

Coarse to fine K nearest neighbor classifier

(2013) Yong Xu et al.   PATTERN RECOGNITION LETTERS

A Local Mean-Based k-Nearest Centroid Neighbor Classifier

(2012) J. Gou et al.   COMPUTER JOURNAL

A new decision rule for sparse representation based classification for face recognition

(2012) Jiang Li et al.   NEUROCOMPUTING

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On kernel difference-weighted k-nearest neighbor classification

(2008) Wangmeng Zuo et al.   PATTERN ANALYSIS AND APPLICATIONS