Speculate-correct error bounds for k-nearest neighbor classifiers

Eric Bax; Lingjie Weng; Xu Tian

doi:10.1007/s10994-019-05814-1

Speculate-correct error bounds for k-nearest neighbor classifiers

Machine Learning ◽

10.1007/s10994-019-05814-1 ◽

2019 ◽

Vol 108 (12) ◽

pp. 2087-2111 ◽

Cited By ~ 1

Author(s):

Eric Bax ◽

Lingjie Weng ◽

Xu Tian

Keyword(s):

Error Bounds ◽

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation

Applied Soft Computing ◽

10.1016/j.asoc.2006.10.002 ◽

2007 ◽

Vol 7 (3) ◽

pp. 1072-1083 ◽

Cited By ~ 29

Author(s):

Hakan Altınçay

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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Investigating the Performance of Naive- Bayes Classifiers and K- Nearest Neighbor Classifiers

Journal of Convergence Information Technology ◽

10.4156/jcit.vol5.issue2.15 ◽

2010 ◽

Vol 5 (2) ◽

pp. 133-137 ◽

Cited By ~ 1

Author(s):

Mohammed J. Islam ◽

Q. M. Jonathan Wu ◽

Majid Ahmadi ◽

Maher A. SidAhmed

Keyword(s):

Nearest Neighbor ◽

Naive Bayes ◽

Naïve Bayes ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers

Intelligent Data Engineering and Automated Learning - IDEAL 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-77226-2_114 ◽

2007 ◽

pp. 1141-1150 ◽

Cited By ~ 7

Author(s):

R. Gil-Pita ◽

X. Yao

Keyword(s):

Genetic Algorithm ◽

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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On-line gradient learning algorithms for K-nearest neighbor classifiers

Lecture Notes in Computer Science - Foundations and Tools for Neural Modeling ◽

10.1007/bfb0098212 ◽

1999 ◽

pp. 546-555

Author(s):

Sergio Bermejo ◽

Joan Cabestany

Keyword(s):

Nearest Neighbor ◽

Learning Algorithms ◽

K Nearest Neighbor ◽

On Line ◽

Gradient Learning ◽

Nearest Neighbor Classifiers

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Boosted K-nearest neighbor classifiers based on fuzzy granules

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.105606 ◽

2020 ◽

Vol 195 ◽

pp. 105606 ◽

Cited By ~ 3

Author(s):

Wei Li ◽

Yumin Chen ◽

Yuping Song

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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Selection of Distance Metrics and Feature Subsets for k-Nearest Neighbor Classifiers

10.18130/v3v50s ◽

1997 ◽

Author(s):

Allen L. Barker

Keyword(s):

Nearest Neighbor ◽

Distance Metrics ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers ◽

Selection Of

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Multiple Real-valued K nearest neighbor classifiers system by feature grouping

2010 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2010.5641694 ◽

2010 ◽

Author(s):

Qiang Hua ◽

Aibing Ji ◽

Qiang He

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Feature Grouping ◽

Nearest Neighbor Classifiers

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Adaptive Learning-Based k-Nearest Neighbor Classifiers With Resilience to Class Imbalance

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2812279 ◽

2018 ◽

pp. 1-13 ◽

Cited By ~ 16

Author(s):

Sankha Subhra Mullick ◽

Shounak Datta ◽

Swagatam Das

Keyword(s):

Adaptive Learning ◽

Nearest Neighbor ◽

Class Imbalance ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor Classifiers

Artificial Neural Networks and Machine Learning – ICANN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01418-6_64 ◽

2018 ◽

pp. 648-658 ◽

Cited By ~ 3

Author(s):

Adrian Horzyk ◽

Krzysztof Gołdon

Keyword(s):

Data Structures ◽

Nearest Neighbor ◽

K Nearest Neighbor ◽

Graph Data ◽

Nearest Neighbor Classifiers

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Wavelet transform and SGLDM: a classification performance study using ML parameter estimation, minimum distance, and k-nearest-neighbor classifiers

10.1117/12.280615 ◽

1997 ◽

Cited By ~ 1

Author(s):

Reena Singh ◽

Ramon E. Vasquez ◽

Rajeev Singh

Keyword(s):

Parameter Estimation ◽

Wavelet Transform ◽

Minimum Distance ◽

Nearest Neighbor ◽

Classification Performance ◽

Performance Study ◽

K Nearest Neighbor ◽

Nearest Neighbor Classifiers

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