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Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm

Expert systems with applications, 2018-10, Vol.107, p.32-44

2018

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Weighted kNN and constrained elastic distances for time-series classification

Expert systems with applications, 2020-12, Vol.162, p.113829, Article 113829

2020

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Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

IEEE transactions on biomedical engineering, 2014-06, Vol.61 (6), p.1780-1786

2014

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Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2010-11, Vol.48 (11), p.4099-4109

2010

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Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data

Communications in statistics. Theory and methods, 2024-05, Vol.53 (9), p.3143-3168

2024

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

IEEE transaction on neural networks and learning systems, 2017-02, Vol.28 (2), p.470-475

2017

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Accurate Classification of Seizure and Seizure-Free Intervals of Intracranial EEG Signals From Epileptic Patients

IEEE transactions on instrumentation and measurement, 2019-03, Vol.68 (3), p.791-796

2019

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Emotion Recognition From EEG Using Higher Order Crossings

IEEE journal of biomedical and health informatics, 2010-03, Vol.14 (2), p.186-197

2010

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Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary

IEEE transactions on geoscience and remote sensing, 2014-06, Vol.52 (6), p.3707-3719

2014

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High Precision Weighted Optimum K-Nearest Neighbors Algorithm for Indoor Visible Light Positioning Applications

IEEE access, 2020, Vol.8, p.114597-114607

2020

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Rapid Identification of Material Defects Based on Pulsed Multifrequency Eddy Current Testing and the k-Nearest Neighbor Method

Materials, 2023-10, Vol.16 (20), p.6650

2023

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An Enhanced Quantum K-Nearest Neighbor Classification Algorithm Based on Polar Distance

Entropy (Basel, Switzerland), 2023-01, Vol.25 (1), p.127

2023

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Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic K-Nearest Neighbor Classifier

IEEE transactions on fuzzy systems, 2009-02, Vol.17 (1), p.185-199

2009

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Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors

Information sciences, 2016-08, Vol.354, p.19-40

2016

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Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition

IEEE transactions on geoscience and remote sensing, 2019-06, Vol.57 (6), p.3462-3471

2019

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A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier

Signal, image and video processing, 2021-04, Vol.15 (3), p.475-483

2021

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Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications

Journal of big data, 2024-08, Vol.11 (1), p.113-55, Article 113

2024

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Intelligent Three Tie Contactor Switch Unit-Based Fault Detection and Isolation in DC Microgrids

IEEE transactions on industry applications, 2020-01, Vol.56 (1), p.95-105

2020

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A Time-Efficient Approach for Decision-Making Style Recognition in Lane-Changing Behavior

IEEE transactions on human-machine systems, 2019-12, Vol.49 (6), p.579-588

2019

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A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumer electrical appliances classification

Frontiers in Energy, 2019-06, Vol.13 (2), p.386-398

2019

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

Pattern recognition letters, 2020-12, Vol.140, p.172-178

2020

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An SoC-FPGA-Based Iterative-Closest-Point Accelerator Enabling Faster Picking Robots

IEEE transactions on industrial electronics (1982), 2021-04, Vol.68 (4), p.3567-3576

2021

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Implementation of Machine Learning for Fault Classification on Vehicle Power Transmission System

IEEE sensors journal, 2020-12, Vol.20 (24), p.15163-15176

2020

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The Anomaly Detector, Semi-supervised Classifier, and Supervised Classifier Based on K-Nearest Neighbors in Geochemical Anomaly Detection: A Comparative Study

Mathematical geosciences, 2023-10, Vol.55 (7), p.1011-1033

2023

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Operation State Recognition of Renewable Energy Unit Based on SSAE and Improved KNN Algorithm

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm

Weighted kNN and constrained elastic distances for time-series classification

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

Local Manifold Learning-Based k -Nearest-Neighbor for Hyperspectral Image Classification

Asymptotic normality of the k-NN single index regression estimator for functional weak dependence data

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

Accurate Classification of Seizure and Seizure-Free Intervals of Intracranial EEG Signals From Epileptic Patients

Emotion Recognition From EEG Using Higher Order Crossings

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary

High Precision Weighted Optimum K-Nearest Neighbors Algorithm for Indoor Visible Light Positioning Applications

Rapid Identification of Material Defects Based on Pulsed Multifrequency Eddy Current Testing and the k-Nearest Neighbor Method

An Enhanced Quantum K-Nearest Neighbor Classification Algorithm Based on Polar Distance

Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic K-Nearest Neighbor Classifier

Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors

Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition

A combination of statistical parameters for the detection of epilepsy and EEG classification using ANN and KNN classifier

Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications

Intelligent Three Tie Contactor Switch Unit-Based Fault Detection and Isolation in DC Microgrids

A Time-Efficient Approach for Decision-Making Style Recognition in Lane-Changing Behavior

A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumer electrical appliances classification

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

An SoC-FPGA-Based Iterative-Closest-Point Accelerator Enabling Faster Picking Robots

Implementation of Machine Learning for Fault Classification on Vehicle Power Transmission System

The Anomaly Detector, Semi-supervised Classifier, and Supervised Classifier Based on K-Nearest Neighbors in Geochemical Anomaly Detection: A Comparative Study

Operation State Recognition of Renewable Energy Unit Based on SSAE and Improved KNN Algorithm

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