Regularized Nonlinear Discriminant Analysis - An Approach to Robust Dimensionality Reduction for Data Visualization

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications ◽

10.5220/0006167501160127 ◽

2017 ◽

Author(s):

Martin Becker ◽

Jens Lippel ◽

André Stuhlsatz

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Data Visualization ◽

Nonlinear Discriminant Analysis

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Linear Sequence Discriminant Analysis: A Model-Based Dimensionality Reduction Method for Vector Sequences

2013 IEEE International Conference on Computer Vision ◽

10.1109/iccv.2013.115 ◽

2013 ◽

Author(s):

Bing Su ◽

Xiaoqing Ding

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Reduction Method ◽

Model Based ◽

Linear Sequence ◽

Vector Sequences ◽

Dimensionality Reduction Method

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Genetic algorithms and Linear Discriminant Analysis based dimensionality reduction for remotely sensed image analysis

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049687 ◽

2011 ◽

Author(s):

Minshan Cui ◽

Saurabh Prasad ◽

Majid Mahrooghy ◽

Lori M. Bruce ◽

James Aanstoos

Keyword(s):

Genetic Algorithms ◽

Image Analysis ◽

Discriminant Analysis ◽

Dimensionality Reduction ◽

Linear Discriminant Analysis ◽

Remotely Sensed ◽

Linear Discriminant ◽

Remotely Sensed Image

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Nonlinear discriminant analysis and RVM for efficient classification of small land-cover patches

2011 International Conference on Communications and Signal Processing ◽

10.1109/iccsp.2011.5739329 ◽

2011 ◽

Author(s):

Fereidoun A. Mianji ◽

Ye Zhang ◽

Asad Babakhani

Keyword(s):

Discriminant Analysis ◽

Nonlinear Discriminant Analysis

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Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding

Multimedia Tools and Applications ◽

10.1007/s11042-021-11479-7 ◽

2022 ◽

Author(s):

Adarsh Prasad Behera ◽

Jagriti Singh ◽

Shekhar Verma ◽

Manish Kumar

Keyword(s):

Dimensionality Reduction ◽

Data Visualization ◽

Feature Based ◽

Linear Dimensionality Reduction

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Generalized nonlinear discriminant analysis and its small sample size problems

Neurocomputing ◽

10.1016/j.neucom.2010.09.022 ◽

2011 ◽

Vol 74 (4) ◽

pp. 568-574 ◽

Author(s):

Li Zhang ◽

Wei Da Zhou ◽

Pei-Chann Chang

Keyword(s):

Discriminant Analysis ◽

Sample Size ◽

Small Sample Size ◽

Small Sample ◽

Nonlinear Discriminant Analysis

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A kernel fractional-step nonlinear discriminant analysis for pattern recognition

Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. ◽

10.1109/icpr.2004.1334246 ◽

2004 ◽

Author(s):

Guang Dai ◽

Yuntao Qian ◽

Sen Jia

Keyword(s):

Pattern Recognition ◽

Discriminant Analysis ◽

Fractional Step ◽

Nonlinear Discriminant Analysis

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Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-540-68125-0_30 ◽

2008 ◽

pp. 333-344 ◽

Author(s):

Masashi Sugiyama ◽

Tsuyoshi Idé ◽

Shinichi Nakajima ◽

Jun Sese

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Fisher Discriminant Analysis ◽

Fisher Discriminant ◽

Local Fisher Discriminant Analysis

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Comparative Study of Dimensionality Reduction Techniques for Data Visualization

Journal of Artificial Intelligence ◽

10.3923/jai.2010.119.134 ◽

2010 ◽

Vol 3 (3) ◽

pp. 119-134 ◽

Author(s):

F.S. Tsai

Keyword(s):

Comparative Study ◽

Dimensionality Reduction ◽

Data Visualization ◽

Reduction Techniques ◽

Dimensionality Reduction Techniques

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Randomized Locality-Preserving Discriminant Analysis for Dimensionality Reduction and Hyperspectral Image Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8899852 ◽

2019 ◽

Author(s):

Vineetha Menon

Keyword(s):

Discriminant Analysis ◽

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Locality Preserving

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Nonlinear discriminant analysis based on vanishing component analysis

Neurocomputing ◽

10.1016/j.neucom.2016.08.058 ◽

2016 ◽

Vol 218 ◽

pp. 172-184 ◽

Author(s):

Yunxue Shao ◽

Guanglai Gao ◽

Chunheng Wang

Keyword(s):

Discriminant Analysis ◽

Component Analysis ◽

Nonlinear Discriminant Analysis

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