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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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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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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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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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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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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Exclusive lasso-based k-nearest-neighbor classification

Neural Computing and Applications ◽

10.1007/s00521-021-06069-5 ◽

2021 ◽

Author(s):

Lin Qiu ◽

Yanpeng Qu ◽

Changjing Shang ◽

Longzhi Yang ◽

Fei Chao ◽

...

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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Gear crack level identification based on weighted K nearest neighbor classification algorithm

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2009.01.009 ◽

2009 ◽

Vol 23 (5) ◽

pp. 1535-1547 ◽

Author(s):

Yaguo Lei ◽

Ming J. Zuo

Keyword(s):

Nearest Neighbor ◽

Classification Algorithm ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification ◽

Level Identification

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A Speed-up K-Nearest Neighbor Classification Algorithm for Trojan Detection

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Advanced Hybrid Information Processing ◽

10.1007/978-3-030-19086-6_24 ◽

2019 ◽

pp. 214-224

Author(s):

Tianshuang Li ◽

Xiang Ji ◽

Jingmei Li

Keyword(s):

Nearest Neighbor ◽

Classification Algorithm ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Trojan Detection ◽

Speed Up ◽

Neighbor Classification

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K-nearest neighbor classification for the differentiation between freshly excised and decellularized rat kidneys using envelope statistics

2018 IEEE 4th Middle East Conference on Biomedical Engineering (MECBME) ◽

10.1109/mecbme.2018.8402436 ◽

2018 ◽

Author(s):

Remie Nasr ◽

Omar Falou ◽

Ahmad Shahin ◽

Eno Hysi ◽

Lauren Wirtzfeld ◽

...

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification ◽

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Accurate white matter lesion segmentation by k nearest neighbor classification with tissue type priors (kNN-TTPs)

NeuroImage Clinical ◽

10.1016/j.nicl.2013.10.003 ◽

2013 ◽

Vol 3 ◽

pp. 462-469 ◽

Author(s):

Martijn D. Steenwijk ◽

Petra J.W. Pouwels ◽

Marita Daams ◽

Jan Willem van Dalen ◽

Matthan W.A. Caan ◽

...

Keyword(s):

White Matter ◽

Nearest Neighbor ◽

White Matter Lesion ◽

Tissue Type ◽

Lesion Segmentation ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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