EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data

Neurocomputing ◽

10.1016/j.neucom.2016.08.026 ◽

2016 ◽

Vol 216 ◽

pp. 596-610 ◽

Author(s):

Sarah Vluymans ◽

Isaac Triguero ◽

Chris Cornelis ◽

Yvan Saeys

Keyword(s):

Nearest Neighbor ◽

Imbalanced Data ◽

Nearest Neighbor Classification ◽

Prototype Reduction ◽

Neighbor Classification

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Binary Nearest Neighbor Classification of Predicting Pareto Dominance in Multi-objective Optimization

Lecture Notes in Computer Science - Advances in Swarm Intelligence ◽

10.1007/978-3-642-30976-2_65 ◽

2012 ◽

pp. 537-545 ◽

Author(s):

Guanqi Guo ◽

Cheng Yin ◽

Taishan Yan ◽

Wenbin Li

Keyword(s):

Nearest Neighbor ◽

Multi Objective Optimization ◽

Pareto Dominance ◽

Nearest Neighbor Classification ◽

Multi Objective ◽

Neighbor Classification

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Nearest neighbor classification of pareto dominance in multi-objective optimization

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2012.6463179 ◽

2012 ◽

Author(s):

Guanqi Guo ◽

Cheng Yin ◽

Tanshan Yan ◽

Wu Li

Keyword(s):

Nearest Neighbor ◽

Multi Objective Optimization ◽

Pareto Dominance ◽

Nearest Neighbor Classification ◽

Multi Objective ◽

Neighbor Classification

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Nearest neighbor classification of categorical data by attributes weighting

Expert Systems with Applications ◽

10.1016/j.eswa.2014.12.002 ◽

2015 ◽

Vol 42 (6) ◽

pp. 3142-3149 ◽

Author(s):

Lifei Chen ◽

Gongde Guo

Keyword(s):

Categorical Data ◽

Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Pseudometrics for Nearest Neighbor Classification of Time Series Data

Engineering Journal ◽

10.4186/ej.2009.13.2.19 ◽

2009 ◽

Vol 13 (2) ◽

pp. 19-42

Author(s):

Teesid Korsrilabutr ◽

Boonserm Kijsirikul

Keyword(s):

Time Series ◽

Nearest Neighbor ◽

Time Series Data ◽

Series Data ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data

Lecture Notes in Computer Science - Foundations of Intelligent Systems ◽

10.1007/978-3-319-60438-1_11 ◽

2017 ◽

pp. 105-115

Author(s):

Maciej Piernik ◽

Dariusz Brzezinski ◽

Tadeusz Morzy ◽

Mikolaj Morzy

Keyword(s):

Network Analysis ◽

Nearest Neighbor ◽

Network Data ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Evidential instance selection for K-nearest neighbor classification of big data

International Journal of Approximate Reasoning ◽

10.1016/j.ijar.2021.08.006 ◽

2021 ◽

Author(s):

Chaoyu Gong ◽

Zhi-gang Su ◽

Pei-hong Wang ◽

Qian Wang ◽

Yang You

Keyword(s):

Big Data ◽

Nearest Neighbor ◽

Instance Selection ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2008.916090 ◽

2008 ◽

Vol 46 (6) ◽

pp. 1804-1811 ◽

Author(s):

E. Blanzieri ◽

F. Melgani

Keyword(s):

Remote Sensing ◽

Nearest Neighbor ◽

Remote Sensing Images ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Towards substrate-independent age estimation of blood stains based on dimensionality reduction and k-nearest neighbor classification of absorbance spectroscopic data

Forensic Science International ◽

10.1016/j.forsciint.2017.05.023 ◽

2017 ◽

Vol 278 ◽

pp. 1-8 ◽

Author(s):

Tommy Bergmann ◽

Florian Heinke ◽

Dirk Labudde

Keyword(s):

Dimensionality Reduction ◽

Age Estimation ◽

Spectroscopic Data ◽

Nearest Neighbor ◽

K Nearest Neighbor ◽

Blood Stains ◽

Nearest Neighbor Classification ◽

Substrate Independent ◽

Neighbor Classification

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Feature and Prototype Evolution for Nearest Neighbor Classification of Web Documents

Third International Conference on Information Technology: New Generations (ITNG'06) ◽

10.1109/itng.2006.64 ◽

2006 ◽

Author(s):

M. Cheatham ◽

M. Rizki

Keyword(s):

Nearest Neighbor ◽

Web Documents ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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On the Time Series $K$-Nearest Neighbor Classification of Abnormal Brain Activity

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans ◽

10.1109/tsmca.2007.897589 ◽

2007 ◽

Vol 37 (6) ◽

pp. 1005-1016 ◽

Author(s):

Wanpracha Art Chaovalitwongse ◽

Ya-Ju Fan ◽

Rajesh C. Sachdeo

Keyword(s):

Time Series ◽

Nearest Neighbor ◽

Brain Activity ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification ◽

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