A supervised non-linear dimensionality reduction approach for manifold learning

Pattern Recognition ◽

10.1016/j.patcog.2011.12.006 ◽

2012 ◽

Vol 45 (6) ◽

pp. 2432-2444 ◽

Author(s):

B. Raducanu ◽

F. Dornaika

Keyword(s):

Dimensionality Reduction ◽

Manifold Learning ◽

Linear Dimensionality Reduction ◽

Reduction Approach

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Image classification using manifold learning based non-linear dimensionality reduction

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404441 ◽

2018 ◽

Author(s):

Ainuddin Faaeq ◽

Huseyin Guruler ◽

Musa Peker

Keyword(s):

Dimensionality Reduction ◽

Image Classification ◽

Manifold Learning ◽

Linear Dimensionality Reduction

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Piecewise-linear manifold learning: A heuristic approach to non-linear dimensionality reduction

Intelligent Data Analysis ◽

10.3233/ida-150779 ◽

2015 ◽

Vol 19 (6) ◽

pp. 1213-1232

Author(s):

Harry Strange ◽

Reyer Zwiggelaar

Keyword(s):

Dimensionality Reduction ◽

Manifold Learning ◽

Piecewise Linear ◽

Linear Manifold ◽

Heuristic Approach ◽

Linear Dimensionality Reduction ◽

Piecewise Linear Manifold

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Multiple kernel interpolation for inverting non-linear dimensionality reduction and dimension estimation

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854907 ◽

2014 ◽

Author(s):

Jayaraman J. Thiagarajan ◽

Peer-Timo Bremer ◽

Karthikeyan Natesan Ramamurthy

Keyword(s):

Dimensionality Reduction ◽

Dimension Estimation ◽

Multiple Kernel ◽

Linear Dimensionality Reduction

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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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Performance Comparison of Tumor Classification Based on Linear and Non-linear Dimensionality Reduction Methods

Lecture Notes in Computer Science - Advanced Intelligent Computing Theories and Applications ◽

10.1007/978-3-642-14922-1_37 ◽

2010 ◽

pp. 291-300 ◽

Author(s):

Shu-Lin Wang ◽

Hong-Zhu You ◽

Ying-Ke Lei ◽

Xue-Ling Li

Keyword(s):

Dimensionality Reduction ◽

Performance Comparison ◽

Tumor Classification ◽

Reduction Methods ◽

Linear Dimensionality Reduction

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Modelling Architectural Visual Experience Using Non-linear Dimensionality Reduction

Progress in Artificial Life - Lecture Notes in Computer Science ◽

10.1007/978-3-540-76931-6_8 ◽

2007 ◽

pp. 84-95 ◽

Author(s):

Stephan K. Chalup ◽

Riley Clement ◽

Chris Tucker ◽

Michael J. Ostwald

Keyword(s):

Dimensionality Reduction ◽

Visual Experience ◽

Linear Dimensionality Reduction

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Non-linear Dimensionality Reduction by Locally Linear Isomaps

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-540-30499-9_161 ◽

2004 ◽

pp. 1038-1043 ◽

Author(s):

Ashutosh Saxena ◽

Abhinav Gupta ◽

Amitabha Mukerjee

Keyword(s):

Dimensionality Reduction ◽

Linear Dimensionality Reduction ◽

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Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps

Proceedings of the 24th international conference on Machine learning - ICML '07 ◽

10.1145/1273496.1273532 ◽

2007 ◽

Author(s):

Samuel Gerber ◽

Tolga Tasdizen ◽

Ross Whitaker

Keyword(s):

Dimensionality Reduction ◽

Laplacian Eigenmaps ◽

Linear Dimensionality Reduction

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Local non‐linear alignment for non‐linear dimensionality reduction

IET Computer Vision ◽

10.1049/iet-cvi.2015.0441 ◽

2017 ◽

Vol 11 (5) ◽

pp. 331-341 ◽

Author(s):

Guo Niu ◽

Zhengming Ma

Keyword(s):

Dimensionality Reduction ◽

Linear Dimensionality Reduction ◽

Linear Alignment

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Non-linear dimensionality reduction with input distances preservation

9th International Conference on Artificial Neural Networks: ICANN '99 ◽

10.1049/cp:19991230 ◽

1999 ◽

Author(s):

L. Garrido

Keyword(s):

Dimensionality Reduction ◽

Linear Dimensionality Reduction

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