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Nonlinear Dimensionality Reduction for Cluster Identification in Metagenomic Samples
2013 17th International Conference on Information Visualisation
◽
10.1109/iv.2013.22
◽
2013
◽
Cited By ~ 12
Author(s):
Andrej Gisbrecht
◽
Barbara Hammer
◽
Bassam Mokbel
◽
Alexander Sczyrba
Keyword(s):
Dimensionality Reduction
◽
Nonlinear Dimensionality Reduction
◽
Cluster Identification
Download Full-text
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Cited By
References
Nonlinear Dimensionality Reduction for Data on Manifold with Rings
Journal of Software
◽
10.3724/sp.j.1001.2008.02908
◽
2009
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Vol 19
(11)
◽
pp. 2908-2920
Author(s):
De-Yu MENG
◽
Nan-Nan GU
◽
Zong-Ben XU
◽
Yee LEUNG
Keyword(s):
Dimensionality Reduction
◽
Nonlinear Dimensionality Reduction
Download Full-text
The Feasibility of Nonlinear Dimensionality Reduction for the Rapid Analysis of Persistent Surveillance Data, including the Detection of IED Placement Activity
10.21236/ada488142
◽
2008
◽
Author(s):
Frank Bucholtz
◽
Jonathan M. Nichols
◽
Michael D. Duncan
◽
Leslie N. Smith
Keyword(s):
Dimensionality Reduction
◽
Rapid Analysis
◽
Surveillance Data
◽
Nonlinear Dimensionality Reduction
Download Full-text
Dimensionality Reduction for Cluster Identification in Metagenomics using Autoencoders
2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer)
◽
10.1109/icter51097.2020.9325447
◽
2020
◽
Author(s):
Uditha Maduranga
◽
Kalana Wijegunarathna
◽
Sadeep Weerasinghe
◽
Indika Perera
◽
Anuradha Wickramarachchi
Keyword(s):
Dimensionality Reduction
◽
Cluster Identification
Download Full-text
Geometry and statistics-preserving manifold embedding for nonlinear dimensionality reduction
Pattern Recognition Letters
◽
10.1016/j.patrec.2021.07.012
◽
2021
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Author(s):
Md Tauhidul Islam
◽
Lei Xing
Keyword(s):
Dimensionality Reduction
◽
Nonlinear Dimensionality Reduction
◽
Manifold Embedding
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Analysis and extension of spectral methods for nonlinear dimensionality reduction
Proceedings of the 22nd international conference on Machine learning - ICML '05
◽
10.1145/1102351.1102450
◽
2005
◽
Cited By ~ 48
Author(s):
Fei Sha
◽
Lawrence K. Saul
Keyword(s):
Dimensionality Reduction
◽
Spectral Methods
◽
Nonlinear Dimensionality Reduction
Download Full-text
Adaptive virtual resource clustering and monitoring through nonlinear dimensionality reduction
2014 Sixth International Conference on Ubiquitous and Future Networks (ICUFN)
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10.1109/icufn.2014.6876851
◽
2014
◽
Author(s):
Zihou Wang
◽
Yanni Han
◽
Tao Lin
Keyword(s):
Dimensionality Reduction
◽
Nonlinear Dimensionality Reduction
Download Full-text
Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
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10.1109/whispers52202.2021.9484060
◽
2021
◽
Author(s):
Sergio D. Manzanarez
◽
Vidya Manian
Keyword(s):
Dimensionality Reduction
◽
Image Classification
◽
Hyperspectral Image
◽
Nonlinear Dimensionality Reduction
◽
Hyperspectral Image Classification
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A comparison of linear and nonlinear dimensionality reduction methods applied to synthetic speech
10.21437/interspeech.2009-35
◽
2009
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Author(s):
Andrew Errity
◽
John McKenna
Keyword(s):
Dimensionality Reduction
◽
Synthetic Speech
◽
Nonlinear Dimensionality Reduction
◽
Reduction Methods
◽
Linear And Nonlinear
Download Full-text
Nonlinear dimensionality reduction of data manifolds with essential loops
Neurocomputing
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10.1016/j.neucom.2004.11.042
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2005
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Vol 67
◽
pp. 29-53
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Cited By ~ 52
Author(s):
John Aldo Lee
◽
Michel Verleysen
Keyword(s):
Dimensionality Reduction
◽
Nonlinear Dimensionality Reduction
Download Full-text
Probabilistic nonlinear dimensionality reduction through gaussian process latent variable models: An overview
Computer-Aided Developments: Electronics and Communication
◽
10.1201/9780429340710-10
◽
2019
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pp. 77-89
Author(s):
Matteo Bodini
Keyword(s):
Dimensionality Reduction
◽
Gaussian Process
◽
Latent Variable
◽
Latent Variable Models
◽
Nonlinear Dimensionality Reduction
Download Full-text
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