Comparison of Spectral Dissimilarity Measures and Dimension Reduction Techniques for Hyperspectral Images

E. V. Myasnikov

doi:10.1134/s1054661821030196

Comparison of Spectral Dissimilarity Measures and Dimension Reduction Techniques for Hyperspectral Images

Pattern Recognition and Image Analysis ◽

10.1134/s1054661821030196 ◽

2021 ◽

Vol 31 (3) ◽

pp. 454-465

Author(s):

E. V. Myasnikov

Keyword(s):

Dimension Reduction ◽

Hyperspectral Images ◽

Dissimilarity Measures ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Comparative Study of Intrinsic Dimensionality Estimation and Dimension Reduction Techniques on Hyperspectral Images Using K-NN Classifier

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2012.2189547 ◽

2012 ◽

Vol 9 (6) ◽

pp. 1046-1050 ◽

Cited By ~ 33

Author(s):

Mahdi Hasanlou ◽

Farhad Samadzadegan

Keyword(s):

Comparative Study ◽

Dimension Reduction ◽

Hyperspectral Images ◽

Reduction Techniques ◽

Dimension Reduction Techniques ◽

Intrinsic Dimensionality

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Kriging and dimension reduction techniques for delamination detection in composites using electrical resistance tomography

Engineering Optimization ◽

10.1080/0305215x.2021.1980786 ◽

2021 ◽

pp. 1-16

Author(s):

Paulina Díaz-Montiel ◽

Luis Escalona-Galvis ◽

Satchi Venkataraman

Keyword(s):

Dimension Reduction ◽

Electrical Resistance ◽

Electrical Resistance Tomography ◽

Delamination Detection ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Comparative Analysis of Dimension Reduction Techniques Over Classification Algorithms for Speech Emotion Recognition

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Emerging Technologies in Computing ◽

10.1007/978-3-030-60036-5_12 ◽

2020 ◽

pp. 170-184

Author(s):

Aditi Biswas ◽

Sovon Chakraborty ◽

Abu Nuraiya Mahfuza Yesmin Rifat ◽

Nadia Farhin Chowdhury ◽

Jia Uddin

Keyword(s):

Comparative Analysis ◽

Dimension Reduction ◽

Emotion Recognition ◽

Speech Emotion Recognition ◽

Classification Algorithms ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction

Journal of Intelligent Manufacturing ◽

10.1007/s10845-017-1388-1 ◽

2018 ◽

Vol 30 (5) ◽

pp. 2245-2256 ◽

Cited By ~ 26

Author(s):

Yun Bai ◽

Zhenzhong Sun ◽

Bo Zeng ◽

Jianyu Long ◽

Lin Li ◽

...

Keyword(s):

Support Vector Machine ◽

Dimension Reduction ◽

Support Vector ◽

Quality Prediction ◽

Manufacturing Quality ◽

Reduction Techniques ◽

Machine Modeling ◽

Dimension Reduction Techniques

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Dimension Reduction Techniques for Clustering

10.1007/springerreference_63707 ◽

2011 ◽

Keyword(s):

Dimension Reduction ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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An Improved Process for Generating Uniform PSSMs and Its Application in Protein Subcellular Localization via Various Global Dimension Reduction Techniques

IEEE Access ◽

10.1109/access.2019.2907642 ◽

2019 ◽

Vol 7 ◽

pp. 42384-42395 ◽

Cited By ~ 3

Author(s):

Shunfang Wang ◽

Wenjia Li ◽

Yu Fei ◽

Zicheng Cao ◽

Dongshu Xu ◽

...

Keyword(s):

Subcellular Localization ◽

Dimension Reduction ◽

Global Dimension ◽

Protein Subcellular Localization ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Comparing Dimension Reduction Techniques for Document Clustering

Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/11424918_30 ◽

2005 ◽

pp. 292-296 ◽

Cited By ~ 14

Author(s):

Bin Tang ◽

Michael Shepherd ◽

Malcolm I. Heywood ◽

Xiao Luo

Keyword(s):

Dimension Reduction ◽

Document Clustering ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Text Document Preprocessing and Dimension Reduction Techniques for Text Document Clustering

2014 4th International Conference on Artificial Intelligence with Applications in Engineering and Technology ◽

10.1109/icaiet.2014.21 ◽

2014 ◽

Cited By ~ 11

Author(s):

Ammar Ismael Kadhim ◽

Yu-N Cheah ◽

Nurul Hashimah Ahamed

Keyword(s):

Dimension Reduction ◽

Document Clustering ◽

Reduction Techniques ◽

Text Document ◽

Dimension Reduction Techniques

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On the use of dimension reduction techniques in quasi-Monte Carlo methods

Mathematical and Computer Modelling ◽

10.1016/j.mcm.2007.05.020 ◽

2008 ◽

Vol 48 (11-12) ◽

pp. 1925-1937

Author(s):

Y.Z. Zhao

Keyword(s):

Monte Carlo ◽

Dimension Reduction ◽

Monte Carlo Methods ◽

Quasi Monte Carlo ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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A fruitful approach various dimension reduction techniques

Global Sci-Tech ◽

10.5958/2455-7110.2019.00014.4 ◽

2019 ◽

Vol 11 (2) ◽

pp. 98

Author(s):

Arsheen Neda Siddiqui

Keyword(s):

Dimension Reduction ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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