Applying SPEA2 to prototype selection for nearest neighbor classification

2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/smc.2016.7844847 ◽

2016 ◽

Author(s):

Giovanni Acampora ◽

Genoveffa Tortora ◽

Autilia Vitiello

Keyword(s):

Nearest Neighbor ◽

Prototype Selection ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2011.142 ◽

2012 ◽

Vol 34 (3) ◽

pp. 417-435 ◽

Author(s):

Salvador Garcia ◽

Joaquin Derrac ◽

Jose Ramon Cano ◽

Francisco Herrera

Keyword(s):

Empirical Study ◽

Nearest Neighbor ◽

Prototype Selection ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Salience-Based Prototype Selection for K-Nearest Neighbor Classification in Multiple-Instance Learning

Intelligent Science and Intelligent Data Engineering - Lecture Notes in Computer Science ◽

10.1007/978-3-642-36669-7_6 ◽

2013 ◽

pp. 40-47

Author(s):

Liming Yuan ◽

Qingcheng Huang ◽

Jiafeng Liu ◽

Xianglong Tang

Keyword(s):

Nearest Neighbor ◽

Multiple Instance Learning ◽

Prototype Selection ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Comparison of Multi-objective Evolutionary Algorithms for prototype selection in nearest neighbor classification

2016 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2016.7849936 ◽

2016 ◽

Author(s):

Giovanni Acampora ◽

Genoveffa Tortora ◽

Autilia Vitiello

Keyword(s):

Evolutionary Algorithms ◽

Nearest Neighbor ◽

Prototype Selection ◽

Nearest Neighbor Classification ◽

Multi Objective ◽

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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Query-sensitive distance measure selection for time series nearest neighbor classification

Intelligent Data Analysis ◽

10.3233/ida-150791 ◽

2016 ◽

Vol 20 (1) ◽

pp. 5-27 ◽

Author(s):

Alexios Kotsifakos ◽

Vassilis Athitsos ◽

Panagiotis Papapetrou

Keyword(s):

Time Series ◽

Nearest Neighbor ◽

Distance Measure ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Feature and instances selection for nearest neighbor classification via cooperative PSO

2014 4th World Congress on Information and Communication Technologies (WICT 2014) ◽

10.1109/wict.2014.7077300 ◽

2014 ◽

Author(s):

S. Sakinah S. Ahmad

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Optimal reference subset selection for nearest neighbor classification by tabu search

Pattern Recognition ◽

10.1016/s0031-3203(01)00137-6 ◽

2002 ◽

Vol 35 (7) ◽

pp. 1481-1490 ◽

Author(s):

Hongbin Zhang ◽

Guangyu Sun

Keyword(s):

Tabu Search ◽

Nearest Neighbor ◽

Subset Selection ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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Fast and Accurate k-Nearest Neighbor Classification Using Prototype Selection by Clustering

2012 16th Panhellenic Conference on Informatics ◽

10.1109/pci.2012.69 ◽

2012 ◽

Author(s):

Stefanos Ougiaroglou ◽

Georgios Evangelidis

Keyword(s):

Nearest Neighbor ◽

Prototype Selection ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Performance Comparison of Prototype Selection Based on Edition Search for Nearest Neighbor Classification

Proceedings of the 2018 7th International Conference on Software and Computer Applications - ICSCA 2018 ◽

10.1145/3185089.3185145 ◽

2018 ◽

Author(s):

Nordiana Mukahar ◽

Bakhtiar Affendi Rosdi

Keyword(s):

Nearest Neighbor ◽

Performance Comparison ◽

Prototype Selection ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Quantization and similarity measure selection for discrimination of lymphoma subtypes under k-nearest neighbor classification

10.1117/12.529580 ◽

2004 ◽

Author(s):

Cristian Mircean ◽

Ioan Tabus ◽

Jaakko Astola ◽

Tohru Kobayashi ◽

Hiroshi Shiku ◽

...

Keyword(s):

Similarity Measure ◽

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Selection For ◽

Neighbor Classification

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