Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals

2012 IEEE Statistical Signal Processing Workshop (SSP) ◽

10.1109/ssp.2012.6319716 ◽

2012 ◽

Author(s):

Zachary Sun ◽

W. Clem Karl ◽

Prakash Ishwar ◽

Venkatesh Saligrama

Keyword(s):

Dimensionality Reduction ◽

Nearest Neighbor ◽

High Dimensional ◽

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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Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification

2009 International Conference on Machine Learning and Applications ◽

10.1109/icmla.2009.95 ◽

2009 ◽

Author(s):

Sampath Deegalla ◽

Henrik Boström

Keyword(s):

Dimensionality Reduction ◽

Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Reduction Methods ◽

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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Redefining nearest neighbor classification in high-dimensional settings

Pattern Recognition Letters ◽

10.1016/j.patrec.2018.03.023 ◽

2018 ◽

Vol 110 ◽

pp. 36-43 ◽

Author(s):

Julio López ◽

Sebastián Maldonado

Keyword(s):

Nearest Neighbor ◽

High Dimensional ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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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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Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification

Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science ◽

10.1007/978-3-642-23199-5_2 ◽

2011 ◽

pp. 16-30 ◽

Author(s):

Nenad Tomašev ◽

Miloš Radovanović ◽

Dunja Mladenić ◽

Mirjana Ivanović

Keyword(s):

Nearest Neighbor ◽

High Dimensional ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Fuzzy Measures ◽

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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Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification

Lecture Notes in Computer Science - Hybrid Artificial Intelligent Systems ◽

10.1007/978-3-642-28931-6_12 ◽

2012 ◽

pp. 116-127 ◽

Author(s):

Nenad Tomašev ◽

Dunja Mladenić

Keyword(s):

Nearest Neighbor ◽

High Dimensional ◽

K Nearest Neighbor ◽

Nearest Neighbor Classification ◽

Neighbor Classification

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