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Guangliang Chen
Guangliang Chen
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Title
Cited by
Cited by
Year
Spectral curvature clustering (SCC)
G Chen, G Lerman
International Journal of Computer Vision 81, 317-330, 2009
4662009
Multi-scale geometric methods for data sets II: Geometric multi-resolution analysis
WK Allard, G Chen, M Maggioni
Applied and computational harmonic analysis 32 (3), 435-462, 2012
1702012
Spectral clustering based on local linear approximations
E Arias-Castro, G Chen, G Lerman
1142011
Foundations of a multi-way spectral clustering framework for hybrid linear modeling
G Chen, G Lerman
Foundations of Computational Mathematics 9, 517-558, 2009
872009
Kernel spectral curvature clustering (KSCC)
G Chen, S Atev, G Lerman
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
412009
A fast multiscale framework for data in high-dimensions: Measure estimation, anomaly detection, and compressive measurements
G Chen, M Iwen, S Chin, M Maggioni
2012 Visual Communications and Image Processing, 1-6, 2012
322012
Compressed sensing and dictionary learning
G Chen, D Needell
Finite Frame Theory: A Complete Introduction to Overcompleteness 73, 201, 2016
302016
Multiscale geometric wavelets for the analysis of point clouds
G Chen, M Maggioni
2010 44th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2010
302010
Some recent advances in multiscale geometric analysis of point clouds
G Chen, AV Little, M Maggioni, L Rosasco
Wavelets and Multiscale Analysis: Theory and Applications, 199-225, 2011
252011
Scalable spectral clustering with cosine similarity
G Chen
2018 24th International conference on pattern recognition (ICPR), 314-319, 2018
232018
Multiscale geometric and spectral analysis of plane arrangements
G Chen, M Maggioni
CVPR 2011, 2825-2832, 2011
232011
Motion segmentation by scc on the hopkins 155 database
G Chen, G Lerman
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV …, 2009
232009
Multi-resolution geometric analysis for data in high dimensions
G Chen, AV Little, M Maggioni
Excursions in Harmonic Analysis, Volume 1: The February Fourier Talks at the …, 2013
222013
High-dimensional data modeling techniques for detection of chemical plumes and anomalies in hyperspectral images and movies
Y Wang, G Chen, M Maggioni
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
182016
Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs
K Pham, G Chen
Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural …, 2018
122018
Simple, fast and accurate hyper-parameter tuning in Gaussian-kernel SVM
G Chen, W Florero-Salinas, D Li
2017 International Joint Conference on Neural Networks (IJCNN), 348-355, 2017
122017
Multiscale geometric dictionaries for point-cloud data
G Chen, M Maggioni
International Conference on Sampling Theory and Applications (SampTA) 4 (6), 2011
112011
Functional genomics via multiscale analysis: application to gene expression and ChIP-on-chip data
G Lerman, J McQuown, A Blais, BD Dynlacht, G Chen, B Mishra
Bioinformatics 23 (3), 314-320, 2007
102007
A general framework for scalable spectral clustering based on document models
G Chen
Pattern Recognition Letters 125, 488-493, 2019
92019
A scalable spectral clustering algorithm based on landmark-embedding and cosine similarity
G Chen
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2018
52018
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