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

Mahdi Hasanlou; Farhad Samadzadegan

doi:10.1109/lgrs.2012.2189547

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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A limited comparative study of dimension reduction techniques on CAESAR

Proceedings of the IEEE 2010 National Aerospace & Electronics Conference ◽

10.1109/naecon.2010.5712939 ◽

2010 ◽

Cited By ~ 2

Author(s):

James Patrick ◽

Hamilton Scott Clouse ◽

Olga Mendoza-Schrock ◽

Gregory Arnold

Keyword(s):

Comparative Study ◽

Dimension Reduction ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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A Comparative Study of Dimension Reduction Techniques for Content-Based Image Retrivel

The International journal of Multimedia & Its Applications ◽

10.5121/ijma.2010.2303 ◽

2010 ◽

Vol 2 (3) ◽

pp. 40-47 ◽

Cited By ~ 1

Author(s):

Sasikala G ◽

Kowsalya R ◽

Punithavalli M

Keyword(s):

Comparative Study ◽

Dimension Reduction ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data

BMC Bioinformatics ◽

10.1186/1471-2105-11-567 ◽

2010 ◽

Vol 11 (1) ◽

Cited By ~ 44

Author(s):

Christoph Bartenhagen ◽

Hans-Ulrich Klein ◽

Christian Ruckert ◽

Xiaoyi Jiang ◽

Martin Dugas

Keyword(s):

Gene Expression ◽

Comparative Study ◽

Dimension Reduction ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Reduction Techniques ◽

Microarray Gene ◽

Dimension Reduction Techniques

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Comparative study on dimension reduction techniques for cluster analysis of microarray data

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033447 ◽

2011 ◽

Cited By ~ 4

Author(s):

Daniel Araujo ◽

Adriao Doria Neto ◽

Allan Martins ◽

Jorge Melo

Keyword(s):

Cluster Analysis ◽

Comparative Study ◽

Dimension Reduction ◽

Microarray Data ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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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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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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